Elements for Success in Managing Type 2 Diabetes With SGLT-2 Inhibitors

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Elements for Success in Managing Type 2 Diabetes With SGLT-2 Inhibitors

This supplement highlights the efficacy and safety of using SGLT-2 inhibitors in the individualized treatment of type 2 diabetes.
 

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Eden M. Miller, DO

Executive Director and Co-founder, Diabetes Nation

High Lakes Health Care

St. Charles Hospital

Bend, Oregon

Competing Interest and Financial Disclosures: Dr. Miller discloses that she is on the advisory boards and speakers’ bureaus for AstraZeneca, Eli Lilly and Company, and Janssen Pharmaceuticals, Inc.

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This supplement highlights the efficacy and safety of using SGLT-2 inhibitors in the individualized treatment of type 2 diabetes.
 

Faculty/Faculty Disclosure

Eden M. Miller, DO

Executive Director and Co-founder, Diabetes Nation

High Lakes Health Care

St. Charles Hospital

Bend, Oregon

Competing Interest and Financial Disclosures: Dr. Miller discloses that she is on the advisory boards and speakers’ bureaus for AstraZeneca, Eli Lilly and Company, and Janssen Pharmaceuticals, Inc.

Click here to view the PDF. 

This supplement highlights the efficacy and safety of using SGLT-2 inhibitors in the individualized treatment of type 2 diabetes.
 

Faculty/Faculty Disclosure

Eden M. Miller, DO

Executive Director and Co-founder, Diabetes Nation

High Lakes Health Care

St. Charles Hospital

Bend, Oregon

Competing Interest and Financial Disclosures: Dr. Miller discloses that she is on the advisory boards and speakers’ bureaus for AstraZeneca, Eli Lilly and Company, and Janssen Pharmaceuticals, Inc.

Click here to view the PDF. 

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2017 Directory of VA and DoD Facilities

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Control of COPD Symptoms: Addressing an Unmet Need

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Control of COPD Symptoms: Addressing an Unmet Need

This series for primary care physicians covers key topics in the management of chronic obstructive pulmonary disease (COPD) and asthma within the context of current national guidelines and clinical practice.

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Randall Brown, MD, MPH, AE-C
Center for Managing Chronic Disease
University of Michigan, Ann Arbor

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This series for primary care physicians covers key topics in the management of chronic obstructive pulmonary disease (COPD) and asthma within the context of current national guidelines and clinical practice.

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Randall Brown, MD, MPH, AE-C
Center for Managing Chronic Disease
University of Michigan, Ann Arbor

This series for primary care physicians covers key topics in the management of chronic obstructive pulmonary disease (COPD) and asthma within the context of current national guidelines and clinical practice.

Click here to read the supplement

Randall Brown, MD, MPH, AE-C
Center for Managing Chronic Disease
University of Michigan, Ann Arbor

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Cardiovascular disease: Innovations in devices and techniques

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Cardiovascular disease: Innovations in devices and techniques

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Cardiovascular disease: Innovations in devices and techniques
Maan A. Fares

Transcatheter mitral valve replacement: A frontier in cardiac intervention
Amar Krishnaswamy, Stephanie Mick, Jose Navia, A. Marc Gillinov, E. Murrat Tuzcu, and Samir R. Kapadia

Bioresorbable stents: The future of Interventional cardiology?
Stephen G. Ellis and Haris Riaz

Leadless cardiac pacing: What primary care providers and non-EP cardiologists should know
Erich L. Kiehl and Daniel J. Cantillon

PCSK9 inhibition: A promise fulfilled?
Khendi White, Chaitra Mohan, and Michael Rocco

Fibromuscular dysplasia: Advances in understanding and management
Ellen K. Brinza and Heather L. Gornik

 

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Supplement Editor:
Maan A. Fares, MD

Contents

Cardiovascular disease: Innovations in devices and techniques
Maan A. Fares

Transcatheter mitral valve replacement: A frontier in cardiac intervention
Amar Krishnaswamy, Stephanie Mick, Jose Navia, A. Marc Gillinov, E. Murrat Tuzcu, and Samir R. Kapadia

Bioresorbable stents: The future of Interventional cardiology?
Stephen G. Ellis and Haris Riaz

Leadless cardiac pacing: What primary care providers and non-EP cardiologists should know
Erich L. Kiehl and Daniel J. Cantillon

PCSK9 inhibition: A promise fulfilled?
Khendi White, Chaitra Mohan, and Michael Rocco

Fibromuscular dysplasia: Advances in understanding and management
Ellen K. Brinza and Heather L. Gornik

 

Supplement Editor:
Maan A. Fares, MD

Contents

Cardiovascular disease: Innovations in devices and techniques
Maan A. Fares

Transcatheter mitral valve replacement: A frontier in cardiac intervention
Amar Krishnaswamy, Stephanie Mick, Jose Navia, A. Marc Gillinov, E. Murrat Tuzcu, and Samir R. Kapadia

Bioresorbable stents: The future of Interventional cardiology?
Stephen G. Ellis and Haris Riaz

Leadless cardiac pacing: What primary care providers and non-EP cardiologists should know
Erich L. Kiehl and Daniel J. Cantillon

PCSK9 inhibition: A promise fulfilled?
Khendi White, Chaitra Mohan, and Michael Rocco

Fibromuscular dysplasia: Advances in understanding and management
Ellen K. Brinza and Heather L. Gornik

 

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Role of the Kidney in Type 2 Diabetes and Mechanism of Action of Sodium Glucose Cotransporter-2 Inhibitors

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Role of the Kidney in Type 2 Diabetes and Mechanism of Action of Sodium Glucose Cotransporter-2 Inhibitors

While type 2 diabetes (T2D) is commonly seen in primary care, it is difficult to manage successfully over time. This series offers brief eNewsletters written by clinical experts that are designed to assist in the clinical management of patients with T2D.

This third eNewsletter in the series, entitled, Role of the Kidney in Type 2 Diabetes and Mechanism of Action of Sodium Glucose Cotransporter-2 Inhibitors, was written by Matthew L. Mintz, MD. It explores how the kidney helps to maintain glucose homeostasis and how dysfunctional glucose reabsorption by the sodium-glucose cotransporter-2 (SGLT-2) contributes to the pathophysiology of T2D. The effect of SGLT-2 inhibitors on glycemic control, body weight, blood pressure, and uric acid levels in patients with T2D are also discussed.

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While type 2 diabetes (T2D) is commonly seen in primary care, it is difficult to manage successfully over time. This series offers brief eNewsletters written by clinical experts that are designed to assist in the clinical management of patients with T2D.

This third eNewsletter in the series, entitled, Role of the Kidney in Type 2 Diabetes and Mechanism of Action of Sodium Glucose Cotransporter-2 Inhibitors, was written by Matthew L. Mintz, MD. It explores how the kidney helps to maintain glucose homeostasis and how dysfunctional glucose reabsorption by the sodium-glucose cotransporter-2 (SGLT-2) contributes to the pathophysiology of T2D. The effect of SGLT-2 inhibitors on glycemic control, body weight, blood pressure, and uric acid levels in patients with T2D are also discussed.

Click here to read the supplement

While type 2 diabetes (T2D) is commonly seen in primary care, it is difficult to manage successfully over time. This series offers brief eNewsletters written by clinical experts that are designed to assist in the clinical management of patients with T2D.

This third eNewsletter in the series, entitled, Role of the Kidney in Type 2 Diabetes and Mechanism of Action of Sodium Glucose Cotransporter-2 Inhibitors, was written by Matthew L. Mintz, MD. It explores how the kidney helps to maintain glucose homeostasis and how dysfunctional glucose reabsorption by the sodium-glucose cotransporter-2 (SGLT-2) contributes to the pathophysiology of T2D. The effect of SGLT-2 inhibitors on glycemic control, body weight, blood pressure, and uric acid levels in patients with T2D are also discussed.

Click here to read the supplement

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The Role of Hysteroscopy in Minimally Invasive Management of Intrauterine Health

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The Role of Hysteroscopy in Minimally Invasive Management of Intrauterine Health

This supplement highlights the benefits of using the Symphion™ Tissue Removal System for diagnostic and operative hysteroscopy.  

 

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Linda D. Bradley, MD

Obstetrics, Gynecology and Women’s

  Health Institute,

Cleveland Clinic,

Cleveland, Ohio, USA

 

Competing Interest and Financial Disclosures:  Dr. Bradley reports that she has received grant/research/clinical trial support from Bayer Healthcare Pharmaceuticals Inc. She is a consultant and on the advisory board for Bayer Healthcare Pharmaceuticals Inc., Boston Scientific Corporation, and Smith & Nephew; she is on the advisory board for Patient-Centered Outcomes Research Institute; she is on the speakers' bureau for Smith & Nephew (Medtronic); she is on the scientific advisory panel for Karl Storz; and she is on the data safety and monitoring board for Gynesonics. 

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This supplement highlights the benefits of using the Symphion™ Tissue Removal System for diagnostic and operative hysteroscopy.  

 

Faculty/Faculty Disclosure

Linda D. Bradley, MD

Obstetrics, Gynecology and Women’s

  Health Institute,

Cleveland Clinic,

Cleveland, Ohio, USA

 

Competing Interest and Financial Disclosures:  Dr. Bradley reports that she has received grant/research/clinical trial support from Bayer Healthcare Pharmaceuticals Inc. She is a consultant and on the advisory board for Bayer Healthcare Pharmaceuticals Inc., Boston Scientific Corporation, and Smith & Nephew; she is on the advisory board for Patient-Centered Outcomes Research Institute; she is on the speakers' bureau for Smith & Nephew (Medtronic); she is on the scientific advisory panel for Karl Storz; and she is on the data safety and monitoring board for Gynesonics. 

This supplement highlights the benefits of using the Symphion™ Tissue Removal System for diagnostic and operative hysteroscopy.  

 

Faculty/Faculty Disclosure

Linda D. Bradley, MD

Obstetrics, Gynecology and Women’s

  Health Institute,

Cleveland Clinic,

Cleveland, Ohio, USA

 

Competing Interest and Financial Disclosures:  Dr. Bradley reports that she has received grant/research/clinical trial support from Bayer Healthcare Pharmaceuticals Inc. She is a consultant and on the advisory board for Bayer Healthcare Pharmaceuticals Inc., Boston Scientific Corporation, and Smith & Nephew; she is on the advisory board for Patient-Centered Outcomes Research Institute; she is on the speakers' bureau for Smith & Nephew (Medtronic); she is on the scientific advisory panel for Karl Storz; and she is on the data safety and monitoring board for Gynesonics. 

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Large Healthcare System VTE Prevention

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Preventing acute care–associated venous thromboembolism in adult and pediatric patients across a large healthcare system

Venous thromboembolism (VTE), including both deep vein thrombosis (DVT) and pulmonary embolism, is a major cause of preventable hospital death and long‐term morbidity. VTE accounts for approximately 100,000 to 200,000 hospital deaths annually,[1] and preventable DVT costs an estimated $2.5 billion annually, with each case resulting in direct hospital costs of an estimated $25,977.[2] Although VTE is less common in children, its incidence is increasing in the medically ill hospitalized pediatric patient. The most recent analysis of a large national children's hospital database showed VTE rates increasing from 34 to 58 per 10,000 admissions from 2001 to 2007.[3] Rates in pediatric trauma patients are higher, at 60 to 100 per 10,000 admissions.[4, 5, 6]

The Joint Commission, the Surgeon General, and the Centers for Disease Control and Prevention have supported initiatives to increase awareness and promote strategies designed to prevent hospital acquired VTE.[7, 8] There are several high‐quality, evidence‐based VTE prophylaxis (VTE‐P) guidelines for adult hospitalized populations.[9, 10, 11] Pediatric VTE‐P guidelines are not well established, but the literature regarding VTE risk stratification and prophylaxis guidelines for medically complex children is growing.[12, 13, 14, 15, 16, 17]

A significant challenge has been developing systems that ensure that evidence and consensus‐based care recommendations are reliably implemented. This summary will describe the methods applied across an integrated health system that includes 22 acute care facilities and 1 pediatric hospital across 5 states that have resulted in a significant reduction in preventable VTE.

SETTING

Mayo Clinic is an integrated health system that owns 22 acute care facilities across 5 states, housing 3971 beds with approximately 122,000 admissions per year. Mayo Clinic Rochester, Arizona, and Florida are all tertiary academic medical centers with trauma and transplant programs. During this project, Arizona and Florida utilized a common build of the Cerner (Kansas City, MO) electronic health record (EHR). The other facilities, collectively referred to as the Mayo Clinic Health System (MCHS) hospitals, include 1 level II trauma center and 11 critical access hospitals and serve communities of varying sizes in Minnesota, Wisconsin, and Iowa. A different build of the Cerner EHR served the MCHS during this project.

Mayo Clinic Rochester is responsible for nearly 50% of all admissions and procedures. Mayo Eugenio Litta Children's Hospital, Rochester, Minnesota is a tertiary children's hospital facility housing 44 general pediatric beds, 26 neonatal intensive care unit beds, 24 intermediate nursery special care beds, and 16 pediatric intensive care unit beds. Mayo Clinic Rochester used the GE Centricity (GE Healthcare, Wauwatosa, WI) EHR and custom‐designed computerized decision support.

METHODS

Mayo Clinic has developed a system to deliberately speed the diffusion of best practices across our system to drive reliable, evidence‐based care, reduce unwanted variation in processes and outcomes, and improve value.[18] The 3 main components of this system are (1) discovery: wherein we learn a practice that demonstrably solves the clinical problem well in at least 1 of our facilities, (2) assessment of readiness for diffusion, and (3) diffusion of the best practice across all of Mayo Clinic. The diffusion process is active and equipped with a project team and execution timeline. Both adult and pediatric projects began with discovery phases. The adult program has fully diffused; the pediatric program is diffusing at this writing.

ADULT ACUTE CARE PATIENTS

Discovery Through Pilot Projects

Beginning in 2006, 2 spontaneously convened interdisciplinary teams worked independently in selected medical and surgical practices in our Rochester hospital to improve VTE‐P. Each team's work resulted in the reduction of defect rates on pilot hospital services to <10%. Key findings were: (1) the vast majority of patients in the pilot had at least 1 risk factor for VTE and (2) when physicians explicitly determined a VTE‐P plan, they made the correct decision 98% of the time without any specific risk rule or point system.[18] Both teams found that efforts to ensure declaration of VTE‐P plans in the workflow of admission resulted in the most improvement in appropriate VTE‐P rates.

Creation of VTE‐Prevention Plans and the VTE Prophylaxis Tollgate

Based on lessons learned from the pilot projects, multidisciplinary improvement teams focused on adaptation of optimal VTE‐P plans for individual practices (eg, preferred VTE‐P for a neurosurgery patient is not the same as for a medical patient), and a VTE‐P tollgatea requirement for providers to complete a VTE‐P plan for each patientwas integrated into the clinical workflow of all order sets used for admissions, transfers, and for selected postoperative order sets. As we moved from the paper systems to computerized order entry, tollgates were subsequently converted to the GE Centricity electronic environment. To minimize burden on clinicians, designs were tested in a usability laboratory prior to operational deployment to ensure that they were as clear and easy as our software would allow.

Alerts

Based on initial reports and feedback, our clinical decision support (CDS) team designed alerts that notify the clinician when (1) any patient previously declared as at least moderate risk for VTE did not have a valid VTE‐P plan in place for any 24‐hour period, or (2) when any patient carried a low‐risk categorization for >3 days (because this should prompt reconsideration of risk status). Alerts were designed to be clear and to facilitate steps to correct the situation.

VTE‐P alerts would present to any member of the patient's provider team who accessed the patient's EHR, and would continue to alert with each access until conditions were rendered to satisfy the requirements of the alert. Each alert provided easy access to an abbreviated VTE‐P tollgate order that would allow the provider to select a clinically appropriate response: either restate the low‐risk status, change the low‐risk status and add an active VTE‐P order, specify why neither mechanical nor pharmacologic VTE‐P may be given, or restart a VTE‐P order.

Monitoring

Both process and outcome measures were used to monitor the effectiveness of VTE‐P activities. During initial roll‐out, the teams measured and reported the proportion of patients where either (1) VTE risk factors were present (patient is determined to be at least at moderate risk for VTE) and either pharmacologic or mechanical VTE‐P was ordered within 24 hours of admission, or (2) VTE risk factors were not present, and VTE‐P not indicated was documented within 24 hours of admission. The CDS system also provided ongoing monitoring of CDS‐alert firing frequency, which closely correlated with the prevalence of patients without a valid VTE‐P plan.

Diffusion Across All Units of Mayo Rochester

Diffusion teams included physician champions, project managers, a pharmacist, and a nurse. To emphasize the engagement of institutional leadership, the project was commissioned by the institution's Clinical Practice Quality Oversight Committee and co‐chaired by the Department of Medicine Associate Chair for Quality and the Chair of the Surgical Quality and Safety Subcommittee.

Implementation of this integrated system resulted in substantial improvement to 97% hospital‐wide VTE‐P rates that were sustained over 3 quarters. At that time, a decision was made to diffuse this new best practice across all Mayo Clinic acute care facilities.

Diffusion to All 22 Mayo Clinic Acute Care Facilities

After readiness for diffusion assessment,[18] an enterprise diffusion team, this time led by the Mayo Clinic Patient Safety Officer (an MD), 3 other physician champions (1 from each region of the Mayo Clinic), a project manager, a pharmacist, a computerized physician order entry system content specialist, and the institutional quality office personnel who assisted with the measurement, analysis, and display of data at the work sites. The best practices diffused were: (1) All admission or transfer order sets will have a VTE‐P tollgate. (2) All VTE‐P tollgates will be a force function (ie, they cannot be bypassed). (3) Over 95% of all eligible patients in the facility at any given moment will have a valid VTE‐P plan in place. (4) Ongoing compliance monitoring must be available as an automatic feed, not by chart review. The end goal of our diffusion process was to ensure that all best practices were ensured at all of our facilities.

Key issues in the diffusion process included implementation of the VTE‐P tollgates into all admission or transfer order sets and the computer decision support logic that had been developed in the GE Centricity system into the Cerner EHR. Each system had slightly different constraints to 4 best practices to be diffused. We had difficulty designing the GE Centricity order sets or flags in such a way that absolutely forced an action (best practice items 1 and 2). Instead, our design had to alert the ordering provider until the appropriate conditions were met. This is suboptimal in that it creates the potential for alarm fatigue and subsequent error. It is for that reason that a tight monitoring system was necessary to provide feedback on a per‐provider level if the alerts were too numerous (suggesting that alarm fatigue or misunderstanding might be leading to failure to correct the unsafe situation producing the alarm).

In contrast, the Cerner system did not have as much capability for our IT support to provide as much customization of decision support but was fully capable of forcing functions. Therefore, we needed to provide a more rigid logic into the order sets. This led to a less than optimal user interface each time a patient was admitted or transferred, but fulfilled mission goals.

Pediatric Patients

Pediatric Discovery Project

Development of Pediatric VTE Risk‐Assessment Tool

To develop a VTE‐P system for our pediatric hospital, our first task was to design a VTE risk‐stratification tool. The improvement team included a physician, pharmacist, and clinical nurse specialists from pediatric intensive care unit (PICU), cardiac intensive care units, and general pediatric services. A literature review identified the most common published risk factors for VTE in children. We next performed a retrospective review of pediatric hospital‐acquired VTE in 2011 to 2012. Eight VTEs were identified (infants to age 18 years). All were related to central venous catheters, sepsis, congenital heart disease, leukemia, myocarditis, and extreme prematurity (Table 1). In contrast to other series, our patients were younger (80% less than 14 years of age). Based on these reviews and iterative consensus with our pediatric staff, an initial pediatric VTE risk‐screening tool was designed and piloted first in the PICU for usability and to assess face validity.

Summary of VTE Events Prior to VTE‐P Orders
Age/GenderMain DiagnosisComorbiditiesCentral Lines Prior to VTE EventVTE Event
  • NOTE: Abbreviations: DVT, deep vein thrombosis; ECMO, extracorporeal membrane oxygenation; F, female; IJ, internal jugular; IJV, internal jugular vein; IVC, inferior vena cava; M, male; NEC, necrotizing enterocolitis; PICC, peripheral inserted central catheter; RIJ, right internal jugular; RSV, respiratory syncytial virus; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

18 y/MCongenital heart diseaseHeart transplantRight and left IJV, right arterial, left femoral vein and arteryDVT left IJV, innominate, subclavian, axillary veins
3 y/MIdiopathic myocarditisECMOLeft radial arterial, right brachial PICC, RIJ venous, left arterial femoral, right venous femoral,Cerebral embolism with multiple infarcts
0.2 y/FPrematureNECRight IJ PICCRight axillary, subclavian DVT, left greater saphenous vein
0.5 y/MPrematureHypoxic‐ischemic encephalopathyUmbilical artery and vein catheters, right IJ PICC, right femoral venousIVC thrombosis and bilateral renal veins
0.1 y/FSepsisRSV pneumoniaRight femoral venousRight common femoral and right external iliac DVT
12 y/MAcute lymphoblastic leukemiaRenal dysfunctionLeft femoral arterial, right femoral venousRight common femoral DVT
0.1 y/MCongenital heart disease Umbilical artery and vein catheters, left femoral artery, right IJVLeft femoral artery thrombosis
1 y/MSeizuresPartially treated meningitis/hyponatremiaLeft femoral veinLeft common femoral and external iliac DVT

Developing Consensus About Appropriate VTE‐P

The risk of even low‐dose anticoagulation may be higher in children than in adults. Therefore, in addition to first estimating the risk for VTE, we also incorporated into the risk‐assessment tool an estimate of risk for bleeding (Table 2). Physicians were responsible for using the VTE‐P screening. Bleeding risk‐assessment categories included: intracranial bleed, premature infant, internal injury (eg, organ injury, splenic laceration), planned surgery within 24 hours, renal failure, liver dysfunction, coagulopathy, thrombocytopenia (eg, platelets <50,000), disseminated intravascular coagulation, congenital bleeding disorder, and neurosurgical and spine fusion patients. If any of these were present, pharmacologic prophylaxis was contraindicated. If a patient was considered at risk for VTE, a pediatric hematology consult was recommended or advised. If there was no increased bleeding risk and the child had 2 or more risk factors or a central venous catheter with additional thrombosis risk factors, the consensus was to use appropriately dosed low‐molecular‐weight heparin or unfractionated heparin in addition to mechanical prophylaxis. A patient considered at increased risk for bleeding but with risk factors for thrombosis would receive early ambulation and/or mechanical prophylaxis. In all cases, removal of central catheters was recommended within 72 hours if possible.

Pediatric Thromboembolism Risk Stratification and Guidance
  • NOTE: Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Risk factors
Central venous catheter 7 days
High‐risk orthopedic surgery
Complex fracture of pelvis or lower extremity
Projected immobility for 7 days
History of prior VTE
History of prior thrombophilia
ECMO
Malignancy
Multiple body trauma
Use of hormonal therapy
BMI > 95th percentile
Continuous BPAP/CPAP or mechanical ventilation
Inflammatory bowel disease
Guidance if no increased bleeding risk
2 risk factorsmechanical combined with pharmacologic prophylaxis
Central venous catheter 7 days and additional thrombosis risk factorsmechanical combined with pharmacologic prophylaxis
Pharmacologic prophylaxis generally not utilized in spine or neurosurgery patients
Guidance if increased bleeding risk
2 risk factors or central venous catheter and additional thrombosis risk factors 7 days hematology consult
2 risk factors or central venous catheter 7 days and additional thrombosis risk factorsearly ambulation + mechanical VTE‐P

Pilot Implementation

We initiated use of the risk‐assessment tool and VTE‐P algorithm in the PICU using a paper system at first, and measured via chart review (1) the proportion of patients for whom a VTE‐P risk assessment was completed according to the recommended plan and (2) the proportion with the appropriate VTE‐P plan selected based upon risk factors present. The risk‐assessment tool was iteratively improved and built into the electronic order system (Table 2). This would ensure diffusion across the children's hospital, and would be subsequently diffused across the rest of Mayo Clinic.

Metrics

During the system diffusion for the adult system, we relied on 2 metrics to measure improvement: the CDS alert frequency and Centers for Medicare and Medicaid Services (CMS) VTE Core Measures. The CDS alert frequency is cross‐sectional and can be used to estimate what percentage of patients at any given moment in time in our hospital have a valid VTE‐P. From chart audits, we anticipate that at target, approximately 4% of patients would generate CDS alerts because needs and plans change in the dynamic care environment. For example, VTE‐P may be held for a procedure, or during transition from 1 to another unit. Or, observation patients may have been classified as low risk, but when converted to admission status there may be a lag while the VTE risk status is changed. These data can be provided by service and provider, and are reported back to the providers to help reduce practice variation.

In addition, the CMS Core Measures provided a manual chart review metric to supplement the automated data. VTE‐1 and VTE‐2 measures the proportion of sampled charts demonstrating either delivery of VTE‐P or declaration of low risk in non‐ICU and ICU patients, respectively. VTE‐6, the proportion of patients acquiring a VTE who did not receive prophylaxis, served as our outcome measure. For the pediatric efforts, manual chart review served during the improvement pilots, but will be supplanted by a similar automated system.

RESULTS

Adult Acute Care Patients

Mayo Clinic used CMS Core Measures in all 22 hospitals in the system from 2013 onward. The results are shown in Figure 1. Of note, VTE‐1 has improved from its project start values in the mid‐80% range to consistently above 95% for the last 6 quarters (most recently above 97%), VTE‐2 has averaged 97.3%, and most recently is at 100%, and VTE‐6 has declined from about 12% to 0% in the recent quarters.

Figure 1
Total system venous thromboembolism core measures performance. Shown are the Centers for Medicare and Medicaid Services Core Measures VTE‐1, VTE‐2, and VTE‐6 combined for all Mayo Clinic facilities. For VTE‐6, data were not available for all facilities until 2013. The process measures, VTE‐1 and VTE‐2, indicate the proportion of sampled charts where VTE‐P was either delivered early in the hospitalization or in which patients were documented as being at low risk for VTE. VTE‐6 is an outcome measure that indicates the proportion of hospital‐acquired VTE where patients did not receive VTE‐P. Abbreviations: Q, quarter; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Figure 2 shows the number of VTE‐P alerts generated during 1 month by service in Mayo Clinic Rochester. We display these data as control charts so that practices on services with a statistically excessive number of alerts can be targeted for improvement. Similar data are available at all institutions.

Figure 2
Number of clinical decision support alerts regarding venous thromboembolism prophylaxis by service. The clinical decision support system counts the number of alerts that indicate a violation of VTE‐P rules. The data are displayed as statistical control charts and are segregated by clinical services (eg, colorectal surgery, oncology). Services that generate more than the mean plus 3 standard deviations generate scrutiny to determine if there is a new system problem (a change in clinical practice, a new error in order set logic) or a change in providers (eg, a new hire who does not understand the importance of VTE‐P). Abbreviations: VTE‐P, venous thromboembolism prophylaxis. Abbreviations: LCL, lower control limit; UCL, upper control limit.

Pediatric Patients

The PICU had an average of 101 admissions per month during study period (range, 72120) with a mean of 11 patients per day (range, 912 patients). Prior to the VTE‐P pilot, none had VTE risks documented. A total of 773 patients were screened for VTE in the intensive care unit during the study period, of which 194 were identified with 2 or greater VTE risk factors (25%). Sixty‐six of 194 patients (34%) had pharmacologic and/or mechanical prophylaxis (n = 83, 44%) selected for VTE‐P. No bleeding events were reported among these patients. During the discovery pilot, the VTE screening tool resulted in >92% compliance with risk documentation, >64% appropriate VTE‐P use, and 0 VTE events. The subsequently improved screening tool resulted in approximately 88% compliance over the subsequent 6 months of use, and in 9 months 2 VTE were diagnosed (both occurring in hospital units not using the screening tool).

An electronic VTE‐P tollgate for pediatric patients went live on March 17, 2016 (Figure 3). We have also developed a CDS alert for pediatric patients not having an appropriate VTE‐P plan documented, and alert frequency reports will allow focused improvement efforts if needed.

Figure 3
Mock‐up of electronic VTE prophylaxis “tollgate” for pediatrics. Providers are asked at the time of admission to declare a VTE‐P plan. This screen presents risk factors to consider and possible VTE‐P plans. For those thought to be at high risk for bleeding, a prompt pediatric hematology consult can be requested. Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE‐P, venous thromboembolism prophylaxis.

DISCUSSION

Our VTE‐P system has resulted in significant reductions in preventable VTE. The key components of our system are: (1) Ensure that a VTE‐P is declared at admission by providing a mandatory VTE‐P tollgate that requires the provider to assess the risk for VTE and provide an appropriate order for VTE‐P. (2) Use clinical decision support to provide ongoing surveillance and alerting providers when there is a lapse in the VTE‐P plan. With these, we have driven CMS Core Measures VTE‐6 to 0 over 3 quarters.

Different VTE‐P strategies have been implemented among hospitalized medically ill patients. Despite the morbidity and mortality risks inherent to VTE, some studies have shown that more than half and nearly 79% of high‐risk hospitalized medical patients received no VTE prevention.[19] Among those who received prophylactic therapy, inadequate duration or type was prescribed in nearly 44%.[20] Electronic orders have resulted in improved prophylaxis in some literature reports.[21, 22] One study showed that a physician alert reduced VTE incidence from 4.13 to 2.23 events per 10,000 patients.[21] Our system, combining prompted electronic orders with clinical decision support for ongoing real‐time monitoring for VTE‐P plans appears to have been effective in producing reliable ordering of VTE‐P in both adults and children.

However, our system has limitations, some inherent in its design and others not addressed yet. Intrinsically, we depend upon clinicians to rightly gauge the patient risk for VTE‐P. Because a significant majority of our patients have at least moderate risk for VTE, the construction of the order sets tend to guide the clinician to select some form of prophylaxis. However, our system does not specifically provide guidance as to what VTE‐P to choose. If the clinician deems the patient at low risk, the CDS criteria will accept this judgment for up to 3 days without questioning the provider. Similarly, by national criteria, some patients at very high risk would ideally receive both mechanical and pharmacologic VTE‐P.[23] Our monitoring system does not distinguish between very high risk and moderately high risk when determining if a valid VTE‐P is in place. Audits of clinician decision making have shown that at present the appropriate decisions are being made 98% of the time, but this could change over time and with new guideline recommendations. Another challenge concerns the difference between ordering and delivering prophylaxis. When ordered, pharmacologic VTE‐P is reliably delivered. In contrast, providing ongoing delivery of ordered mechanical VTE‐P is more challenging. In addition, our current system does not extend to VTE‐P plans for discharge. Future clinical decision support might suggest which patients should receive combined prophylaxis while in the hospital or which home‐going prophylaxis plans should be considered.

We acknowledged the limitations of diffusing a VTE and bleeding risk‐assessment tool that has not been validated in our hospitalized pediatric population. Validation of pediatric VTE risk assessment tools have been recently developed but not widely validated in large prospective studies to be considered the standard of care.[6, 12] Based on our own institutional experience, the vast majority of VTE events occurred in pediatric patients with a central venous catheter (CVC) and other risk factors for thrombosis, and this category was arbitrarily chosen as one to consider pharmacologic prophylaxis if no bleeding risk factors and a central line to be in placed greater than 7 days duration. Although, pediatric evidence guidelines do not support the use of pharmacologic prophylaxis in patients with CVC,[15] risk factors for thrombosis in children, although less frequent than adults, are still present, and VTE‐P should be assessed and individualized in each patient considered at risk for thrombosis. Other groups have attempted a similar approach as the one taken by our group, with variations in the criteria used for thromboprophylaxis in the pediatric population.[5, 14] Our data illustrate that not all pediatric patients require pharmacologic prophylaxis (34%), and VTE‐P should be individualized based on patient risk factors for thrombosis and bleeding risk.

A strength of our system is derived from the substantial clinician and expert input, the codification of consensus, and the hard wiring of that consensus into the electronic ordering, clinical decision rules, and reporting environment. As new advances to VTE‐P are developed, we will strive to codify those new processes into our workflow, building on our past success.

Acknowledgements

The authors acknowledge all of the members involved in the VTE prevention effort at Mayo Clinic including nurses, pharmacists, and information technology support staff.

Disclosure: Nothing to report.

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References
  1. U.S. Department of Health and Human Services. Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Available at: https://www.ncbi.nlm.nih.gov/books/NBK44178. Published 2008. Accessed May 23, 2016.
  2. Mahan CE, Holdsworth MT, Welch SM, Borrego M, Spyropoulos AC. Deep‐vein thrombosis: a United States cost model for a preventable and costly adverse event. Thromb Haemost. 2011;106:405415.
  3. Raffini L, Huang YS, Witmer C, Feudtner C. Dramatic increase in venous thromboembolism in children's hospitals in the United States from 2001 to 2007. Pediatrics. 2009;124:10011008.
  4. Vavilala MS, Nathens AB, Jurkovich GJ, Mackenzie E, Rivara FP. Risk factors for venous thromboembolism in pediatric trauma. J Trauma. 2002;52:922927.
  5. Hanson SJ, Punzalan RC, Greenup RA, Liu H, Sato TT, Havens PL. Incidence and risk factors for venous thromboembolism in critically ill children after trauma. J Trauma. 2010;68:5256.
  6. Branchford BR, Mourani P, Bajaj L, Manco‐Johnson M, Wang M, Goldenberg NA. Risk factors for in‐hospital venous thromboembolism in children: a case‐control study employing diagnostic validation. Haematologica. 2012;97:509515.
  7. Galson SK. Prevention of deep vein thrombosis and pulmonary embolism. Public Health Rep. 2008;123(4):420421.
  8. Michota FA. Bridging the gap between evidence and practice in venous thromboembolism prophylaxis: the quality improvement process. J Gen Intern Med. 2007;22:17621770.
  9. Streiff MB, Carolan HT, Hobson DB, et al. Lessons from the Johns Hopkins Multi‐Disciplinary Venous Thromboembolism (VTE) Prevention Collaborative. BMJ. 2012;344:e3935.
  10. Haut ER, Lau BD, Kraenzlin FS, et al. Improved prophylaxis and decreased rates of preventable harm with the use of a mandatory computerized clinical decision support tool for prophylaxis for venous thromboembolism in trauma. Arch Surg. 2012;14(10):901907.
  11. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  12. Sharathkumar AA, Mahajerin A, Heidt L, et al. Risk‐prediction tool for identifying hospitalized children with a predisposition for development of venous thromboembolism: Peds‐Clot clinical Decision Rule. J Thromb Haemost. 2012;10:13261334.
  13. Hanson SJ, Punzalan RC, Arca MJ, et al. Effectiveness of clinical guidelines for deep vein thrombosis prophylaxis in reducing the incidence of venous thromboembolism in critically ill children after trauma. J Trauma Acute Care Surg. 2012;72:12921297.
  14. Raffini L, Trimarchi T, Belivau J, Davis D. Thromboprophylaxis in a pediatric hospital: a patient‐safety and quality‐improvement initiative. Pediatrics. 2011;127:e1326e1332.
  15. Monagle P, Chan AK, Goldenberg NA, et al. Antithrombotic therapy in neonates and children: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence‐Based Clinical Practice Guidelines. Chest. 2012;141:e737Se801S.
  16. Bidlingmaier C, Kenet G, Kurnik K, et al. Safety and efficacy of low molecular weight heparins in children: a systematic review of the literature and meta‐analysis of single‐arm studies. Semin Thromb Hemost. 2011;37:814825.
  17. Stem J, Christensen A, Davis D, Raffini L. Safety of prophylactic anticoagulation at a pediatric hospital. J Pediatr Hematol Oncol. 2013;35:e287e291.
  18. Dilling JA, Swensen SJ, Hoover MR, et al. Accelerating the use of best practices: the Mayo Clinic Model of Diffusion. Jt Comm J Qual Patient Saf. 2013;39:167176.
  19. Khoury H, Welner S, Kubin M, Folkerts K, Haas S. Disease burden and unmet needs for prevention of venous thromboembolism in medically ill patients in Europe show underutilisation of preventive therapies. Thromb Haemost. 2011;106:600608.
  20. Aujesky D, Guignard E, Pannatier A, Cornuz J. Pharmacological thromboembolic prophylaxis in a medical ward: room for improvement. J Gen Intern Med. 2002;17:788791.
  21. Lecumberri R, Marques M, Diaz‐Navarlaz MT, et al. Maintained effectiveness of an electronic alert system to prevent venous thromboembolism among hospitalized patients. Thromb Haemost. 2008;100:699704.
  22. Labarere J, Bosson JL, Brion JP, et al. Validation of a clinical guideline on prevention of venous thromboembolism in medical inpatients: a before‐and‐after study with systematic ultrasound examination. J Intern Med. 2004;256:338348.
  23. Kakkar AK, Cimminiello C, Goldhaber SZ, et al. Low‐molecular‐weight heparin and mortality in acutely ill medical patients. N Engl J Med. 2011;365:26: 24632472.
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Venous thromboembolism (VTE), including both deep vein thrombosis (DVT) and pulmonary embolism, is a major cause of preventable hospital death and long‐term morbidity. VTE accounts for approximately 100,000 to 200,000 hospital deaths annually,[1] and preventable DVT costs an estimated $2.5 billion annually, with each case resulting in direct hospital costs of an estimated $25,977.[2] Although VTE is less common in children, its incidence is increasing in the medically ill hospitalized pediatric patient. The most recent analysis of a large national children's hospital database showed VTE rates increasing from 34 to 58 per 10,000 admissions from 2001 to 2007.[3] Rates in pediatric trauma patients are higher, at 60 to 100 per 10,000 admissions.[4, 5, 6]

The Joint Commission, the Surgeon General, and the Centers for Disease Control and Prevention have supported initiatives to increase awareness and promote strategies designed to prevent hospital acquired VTE.[7, 8] There are several high‐quality, evidence‐based VTE prophylaxis (VTE‐P) guidelines for adult hospitalized populations.[9, 10, 11] Pediatric VTE‐P guidelines are not well established, but the literature regarding VTE risk stratification and prophylaxis guidelines for medically complex children is growing.[12, 13, 14, 15, 16, 17]

A significant challenge has been developing systems that ensure that evidence and consensus‐based care recommendations are reliably implemented. This summary will describe the methods applied across an integrated health system that includes 22 acute care facilities and 1 pediatric hospital across 5 states that have resulted in a significant reduction in preventable VTE.

SETTING

Mayo Clinic is an integrated health system that owns 22 acute care facilities across 5 states, housing 3971 beds with approximately 122,000 admissions per year. Mayo Clinic Rochester, Arizona, and Florida are all tertiary academic medical centers with trauma and transplant programs. During this project, Arizona and Florida utilized a common build of the Cerner (Kansas City, MO) electronic health record (EHR). The other facilities, collectively referred to as the Mayo Clinic Health System (MCHS) hospitals, include 1 level II trauma center and 11 critical access hospitals and serve communities of varying sizes in Minnesota, Wisconsin, and Iowa. A different build of the Cerner EHR served the MCHS during this project.

Mayo Clinic Rochester is responsible for nearly 50% of all admissions and procedures. Mayo Eugenio Litta Children's Hospital, Rochester, Minnesota is a tertiary children's hospital facility housing 44 general pediatric beds, 26 neonatal intensive care unit beds, 24 intermediate nursery special care beds, and 16 pediatric intensive care unit beds. Mayo Clinic Rochester used the GE Centricity (GE Healthcare, Wauwatosa, WI) EHR and custom‐designed computerized decision support.

METHODS

Mayo Clinic has developed a system to deliberately speed the diffusion of best practices across our system to drive reliable, evidence‐based care, reduce unwanted variation in processes and outcomes, and improve value.[18] The 3 main components of this system are (1) discovery: wherein we learn a practice that demonstrably solves the clinical problem well in at least 1 of our facilities, (2) assessment of readiness for diffusion, and (3) diffusion of the best practice across all of Mayo Clinic. The diffusion process is active and equipped with a project team and execution timeline. Both adult and pediatric projects began with discovery phases. The adult program has fully diffused; the pediatric program is diffusing at this writing.

ADULT ACUTE CARE PATIENTS

Discovery Through Pilot Projects

Beginning in 2006, 2 spontaneously convened interdisciplinary teams worked independently in selected medical and surgical practices in our Rochester hospital to improve VTE‐P. Each team's work resulted in the reduction of defect rates on pilot hospital services to <10%. Key findings were: (1) the vast majority of patients in the pilot had at least 1 risk factor for VTE and (2) when physicians explicitly determined a VTE‐P plan, they made the correct decision 98% of the time without any specific risk rule or point system.[18] Both teams found that efforts to ensure declaration of VTE‐P plans in the workflow of admission resulted in the most improvement in appropriate VTE‐P rates.

Creation of VTE‐Prevention Plans and the VTE Prophylaxis Tollgate

Based on lessons learned from the pilot projects, multidisciplinary improvement teams focused on adaptation of optimal VTE‐P plans for individual practices (eg, preferred VTE‐P for a neurosurgery patient is not the same as for a medical patient), and a VTE‐P tollgatea requirement for providers to complete a VTE‐P plan for each patientwas integrated into the clinical workflow of all order sets used for admissions, transfers, and for selected postoperative order sets. As we moved from the paper systems to computerized order entry, tollgates were subsequently converted to the GE Centricity electronic environment. To minimize burden on clinicians, designs were tested in a usability laboratory prior to operational deployment to ensure that they were as clear and easy as our software would allow.

Alerts

Based on initial reports and feedback, our clinical decision support (CDS) team designed alerts that notify the clinician when (1) any patient previously declared as at least moderate risk for VTE did not have a valid VTE‐P plan in place for any 24‐hour period, or (2) when any patient carried a low‐risk categorization for >3 days (because this should prompt reconsideration of risk status). Alerts were designed to be clear and to facilitate steps to correct the situation.

VTE‐P alerts would present to any member of the patient's provider team who accessed the patient's EHR, and would continue to alert with each access until conditions were rendered to satisfy the requirements of the alert. Each alert provided easy access to an abbreviated VTE‐P tollgate order that would allow the provider to select a clinically appropriate response: either restate the low‐risk status, change the low‐risk status and add an active VTE‐P order, specify why neither mechanical nor pharmacologic VTE‐P may be given, or restart a VTE‐P order.

Monitoring

Both process and outcome measures were used to monitor the effectiveness of VTE‐P activities. During initial roll‐out, the teams measured and reported the proportion of patients where either (1) VTE risk factors were present (patient is determined to be at least at moderate risk for VTE) and either pharmacologic or mechanical VTE‐P was ordered within 24 hours of admission, or (2) VTE risk factors were not present, and VTE‐P not indicated was documented within 24 hours of admission. The CDS system also provided ongoing monitoring of CDS‐alert firing frequency, which closely correlated with the prevalence of patients without a valid VTE‐P plan.

Diffusion Across All Units of Mayo Rochester

Diffusion teams included physician champions, project managers, a pharmacist, and a nurse. To emphasize the engagement of institutional leadership, the project was commissioned by the institution's Clinical Practice Quality Oversight Committee and co‐chaired by the Department of Medicine Associate Chair for Quality and the Chair of the Surgical Quality and Safety Subcommittee.

Implementation of this integrated system resulted in substantial improvement to 97% hospital‐wide VTE‐P rates that were sustained over 3 quarters. At that time, a decision was made to diffuse this new best practice across all Mayo Clinic acute care facilities.

Diffusion to All 22 Mayo Clinic Acute Care Facilities

After readiness for diffusion assessment,[18] an enterprise diffusion team, this time led by the Mayo Clinic Patient Safety Officer (an MD), 3 other physician champions (1 from each region of the Mayo Clinic), a project manager, a pharmacist, a computerized physician order entry system content specialist, and the institutional quality office personnel who assisted with the measurement, analysis, and display of data at the work sites. The best practices diffused were: (1) All admission or transfer order sets will have a VTE‐P tollgate. (2) All VTE‐P tollgates will be a force function (ie, they cannot be bypassed). (3) Over 95% of all eligible patients in the facility at any given moment will have a valid VTE‐P plan in place. (4) Ongoing compliance monitoring must be available as an automatic feed, not by chart review. The end goal of our diffusion process was to ensure that all best practices were ensured at all of our facilities.

Key issues in the diffusion process included implementation of the VTE‐P tollgates into all admission or transfer order sets and the computer decision support logic that had been developed in the GE Centricity system into the Cerner EHR. Each system had slightly different constraints to 4 best practices to be diffused. We had difficulty designing the GE Centricity order sets or flags in such a way that absolutely forced an action (best practice items 1 and 2). Instead, our design had to alert the ordering provider until the appropriate conditions were met. This is suboptimal in that it creates the potential for alarm fatigue and subsequent error. It is for that reason that a tight monitoring system was necessary to provide feedback on a per‐provider level if the alerts were too numerous (suggesting that alarm fatigue or misunderstanding might be leading to failure to correct the unsafe situation producing the alarm).

In contrast, the Cerner system did not have as much capability for our IT support to provide as much customization of decision support but was fully capable of forcing functions. Therefore, we needed to provide a more rigid logic into the order sets. This led to a less than optimal user interface each time a patient was admitted or transferred, but fulfilled mission goals.

Pediatric Patients

Pediatric Discovery Project

Development of Pediatric VTE Risk‐Assessment Tool

To develop a VTE‐P system for our pediatric hospital, our first task was to design a VTE risk‐stratification tool. The improvement team included a physician, pharmacist, and clinical nurse specialists from pediatric intensive care unit (PICU), cardiac intensive care units, and general pediatric services. A literature review identified the most common published risk factors for VTE in children. We next performed a retrospective review of pediatric hospital‐acquired VTE in 2011 to 2012. Eight VTEs were identified (infants to age 18 years). All were related to central venous catheters, sepsis, congenital heart disease, leukemia, myocarditis, and extreme prematurity (Table 1). In contrast to other series, our patients were younger (80% less than 14 years of age). Based on these reviews and iterative consensus with our pediatric staff, an initial pediatric VTE risk‐screening tool was designed and piloted first in the PICU for usability and to assess face validity.

Summary of VTE Events Prior to VTE‐P Orders
Age/GenderMain DiagnosisComorbiditiesCentral Lines Prior to VTE EventVTE Event
  • NOTE: Abbreviations: DVT, deep vein thrombosis; ECMO, extracorporeal membrane oxygenation; F, female; IJ, internal jugular; IJV, internal jugular vein; IVC, inferior vena cava; M, male; NEC, necrotizing enterocolitis; PICC, peripheral inserted central catheter; RIJ, right internal jugular; RSV, respiratory syncytial virus; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

18 y/MCongenital heart diseaseHeart transplantRight and left IJV, right arterial, left femoral vein and arteryDVT left IJV, innominate, subclavian, axillary veins
3 y/MIdiopathic myocarditisECMOLeft radial arterial, right brachial PICC, RIJ venous, left arterial femoral, right venous femoral,Cerebral embolism with multiple infarcts
0.2 y/FPrematureNECRight IJ PICCRight axillary, subclavian DVT, left greater saphenous vein
0.5 y/MPrematureHypoxic‐ischemic encephalopathyUmbilical artery and vein catheters, right IJ PICC, right femoral venousIVC thrombosis and bilateral renal veins
0.1 y/FSepsisRSV pneumoniaRight femoral venousRight common femoral and right external iliac DVT
12 y/MAcute lymphoblastic leukemiaRenal dysfunctionLeft femoral arterial, right femoral venousRight common femoral DVT
0.1 y/MCongenital heart disease Umbilical artery and vein catheters, left femoral artery, right IJVLeft femoral artery thrombosis
1 y/MSeizuresPartially treated meningitis/hyponatremiaLeft femoral veinLeft common femoral and external iliac DVT

Developing Consensus About Appropriate VTE‐P

The risk of even low‐dose anticoagulation may be higher in children than in adults. Therefore, in addition to first estimating the risk for VTE, we also incorporated into the risk‐assessment tool an estimate of risk for bleeding (Table 2). Physicians were responsible for using the VTE‐P screening. Bleeding risk‐assessment categories included: intracranial bleed, premature infant, internal injury (eg, organ injury, splenic laceration), planned surgery within 24 hours, renal failure, liver dysfunction, coagulopathy, thrombocytopenia (eg, platelets <50,000), disseminated intravascular coagulation, congenital bleeding disorder, and neurosurgical and spine fusion patients. If any of these were present, pharmacologic prophylaxis was contraindicated. If a patient was considered at risk for VTE, a pediatric hematology consult was recommended or advised. If there was no increased bleeding risk and the child had 2 or more risk factors or a central venous catheter with additional thrombosis risk factors, the consensus was to use appropriately dosed low‐molecular‐weight heparin or unfractionated heparin in addition to mechanical prophylaxis. A patient considered at increased risk for bleeding but with risk factors for thrombosis would receive early ambulation and/or mechanical prophylaxis. In all cases, removal of central catheters was recommended within 72 hours if possible.

Pediatric Thromboembolism Risk Stratification and Guidance
  • NOTE: Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Risk factors
Central venous catheter 7 days
High‐risk orthopedic surgery
Complex fracture of pelvis or lower extremity
Projected immobility for 7 days
History of prior VTE
History of prior thrombophilia
ECMO
Malignancy
Multiple body trauma
Use of hormonal therapy
BMI > 95th percentile
Continuous BPAP/CPAP or mechanical ventilation
Inflammatory bowel disease
Guidance if no increased bleeding risk
2 risk factorsmechanical combined with pharmacologic prophylaxis
Central venous catheter 7 days and additional thrombosis risk factorsmechanical combined with pharmacologic prophylaxis
Pharmacologic prophylaxis generally not utilized in spine or neurosurgery patients
Guidance if increased bleeding risk
2 risk factors or central venous catheter and additional thrombosis risk factors 7 days hematology consult
2 risk factors or central venous catheter 7 days and additional thrombosis risk factorsearly ambulation + mechanical VTE‐P

Pilot Implementation

We initiated use of the risk‐assessment tool and VTE‐P algorithm in the PICU using a paper system at first, and measured via chart review (1) the proportion of patients for whom a VTE‐P risk assessment was completed according to the recommended plan and (2) the proportion with the appropriate VTE‐P plan selected based upon risk factors present. The risk‐assessment tool was iteratively improved and built into the electronic order system (Table 2). This would ensure diffusion across the children's hospital, and would be subsequently diffused across the rest of Mayo Clinic.

Metrics

During the system diffusion for the adult system, we relied on 2 metrics to measure improvement: the CDS alert frequency and Centers for Medicare and Medicaid Services (CMS) VTE Core Measures. The CDS alert frequency is cross‐sectional and can be used to estimate what percentage of patients at any given moment in time in our hospital have a valid VTE‐P. From chart audits, we anticipate that at target, approximately 4% of patients would generate CDS alerts because needs and plans change in the dynamic care environment. For example, VTE‐P may be held for a procedure, or during transition from 1 to another unit. Or, observation patients may have been classified as low risk, but when converted to admission status there may be a lag while the VTE risk status is changed. These data can be provided by service and provider, and are reported back to the providers to help reduce practice variation.

In addition, the CMS Core Measures provided a manual chart review metric to supplement the automated data. VTE‐1 and VTE‐2 measures the proportion of sampled charts demonstrating either delivery of VTE‐P or declaration of low risk in non‐ICU and ICU patients, respectively. VTE‐6, the proportion of patients acquiring a VTE who did not receive prophylaxis, served as our outcome measure. For the pediatric efforts, manual chart review served during the improvement pilots, but will be supplanted by a similar automated system.

RESULTS

Adult Acute Care Patients

Mayo Clinic used CMS Core Measures in all 22 hospitals in the system from 2013 onward. The results are shown in Figure 1. Of note, VTE‐1 has improved from its project start values in the mid‐80% range to consistently above 95% for the last 6 quarters (most recently above 97%), VTE‐2 has averaged 97.3%, and most recently is at 100%, and VTE‐6 has declined from about 12% to 0% in the recent quarters.

Figure 1
Total system venous thromboembolism core measures performance. Shown are the Centers for Medicare and Medicaid Services Core Measures VTE‐1, VTE‐2, and VTE‐6 combined for all Mayo Clinic facilities. For VTE‐6, data were not available for all facilities until 2013. The process measures, VTE‐1 and VTE‐2, indicate the proportion of sampled charts where VTE‐P was either delivered early in the hospitalization or in which patients were documented as being at low risk for VTE. VTE‐6 is an outcome measure that indicates the proportion of hospital‐acquired VTE where patients did not receive VTE‐P. Abbreviations: Q, quarter; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Figure 2 shows the number of VTE‐P alerts generated during 1 month by service in Mayo Clinic Rochester. We display these data as control charts so that practices on services with a statistically excessive number of alerts can be targeted for improvement. Similar data are available at all institutions.

Figure 2
Number of clinical decision support alerts regarding venous thromboembolism prophylaxis by service. The clinical decision support system counts the number of alerts that indicate a violation of VTE‐P rules. The data are displayed as statistical control charts and are segregated by clinical services (eg, colorectal surgery, oncology). Services that generate more than the mean plus 3 standard deviations generate scrutiny to determine if there is a new system problem (a change in clinical practice, a new error in order set logic) or a change in providers (eg, a new hire who does not understand the importance of VTE‐P). Abbreviations: VTE‐P, venous thromboembolism prophylaxis. Abbreviations: LCL, lower control limit; UCL, upper control limit.

Pediatric Patients

The PICU had an average of 101 admissions per month during study period (range, 72120) with a mean of 11 patients per day (range, 912 patients). Prior to the VTE‐P pilot, none had VTE risks documented. A total of 773 patients were screened for VTE in the intensive care unit during the study period, of which 194 were identified with 2 or greater VTE risk factors (25%). Sixty‐six of 194 patients (34%) had pharmacologic and/or mechanical prophylaxis (n = 83, 44%) selected for VTE‐P. No bleeding events were reported among these patients. During the discovery pilot, the VTE screening tool resulted in >92% compliance with risk documentation, >64% appropriate VTE‐P use, and 0 VTE events. The subsequently improved screening tool resulted in approximately 88% compliance over the subsequent 6 months of use, and in 9 months 2 VTE were diagnosed (both occurring in hospital units not using the screening tool).

An electronic VTE‐P tollgate for pediatric patients went live on March 17, 2016 (Figure 3). We have also developed a CDS alert for pediatric patients not having an appropriate VTE‐P plan documented, and alert frequency reports will allow focused improvement efforts if needed.

Figure 3
Mock‐up of electronic VTE prophylaxis “tollgate” for pediatrics. Providers are asked at the time of admission to declare a VTE‐P plan. This screen presents risk factors to consider and possible VTE‐P plans. For those thought to be at high risk for bleeding, a prompt pediatric hematology consult can be requested. Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE‐P, venous thromboembolism prophylaxis.

DISCUSSION

Our VTE‐P system has resulted in significant reductions in preventable VTE. The key components of our system are: (1) Ensure that a VTE‐P is declared at admission by providing a mandatory VTE‐P tollgate that requires the provider to assess the risk for VTE and provide an appropriate order for VTE‐P. (2) Use clinical decision support to provide ongoing surveillance and alerting providers when there is a lapse in the VTE‐P plan. With these, we have driven CMS Core Measures VTE‐6 to 0 over 3 quarters.

Different VTE‐P strategies have been implemented among hospitalized medically ill patients. Despite the morbidity and mortality risks inherent to VTE, some studies have shown that more than half and nearly 79% of high‐risk hospitalized medical patients received no VTE prevention.[19] Among those who received prophylactic therapy, inadequate duration or type was prescribed in nearly 44%.[20] Electronic orders have resulted in improved prophylaxis in some literature reports.[21, 22] One study showed that a physician alert reduced VTE incidence from 4.13 to 2.23 events per 10,000 patients.[21] Our system, combining prompted electronic orders with clinical decision support for ongoing real‐time monitoring for VTE‐P plans appears to have been effective in producing reliable ordering of VTE‐P in both adults and children.

However, our system has limitations, some inherent in its design and others not addressed yet. Intrinsically, we depend upon clinicians to rightly gauge the patient risk for VTE‐P. Because a significant majority of our patients have at least moderate risk for VTE, the construction of the order sets tend to guide the clinician to select some form of prophylaxis. However, our system does not specifically provide guidance as to what VTE‐P to choose. If the clinician deems the patient at low risk, the CDS criteria will accept this judgment for up to 3 days without questioning the provider. Similarly, by national criteria, some patients at very high risk would ideally receive both mechanical and pharmacologic VTE‐P.[23] Our monitoring system does not distinguish between very high risk and moderately high risk when determining if a valid VTE‐P is in place. Audits of clinician decision making have shown that at present the appropriate decisions are being made 98% of the time, but this could change over time and with new guideline recommendations. Another challenge concerns the difference between ordering and delivering prophylaxis. When ordered, pharmacologic VTE‐P is reliably delivered. In contrast, providing ongoing delivery of ordered mechanical VTE‐P is more challenging. In addition, our current system does not extend to VTE‐P plans for discharge. Future clinical decision support might suggest which patients should receive combined prophylaxis while in the hospital or which home‐going prophylaxis plans should be considered.

We acknowledged the limitations of diffusing a VTE and bleeding risk‐assessment tool that has not been validated in our hospitalized pediatric population. Validation of pediatric VTE risk assessment tools have been recently developed but not widely validated in large prospective studies to be considered the standard of care.[6, 12] Based on our own institutional experience, the vast majority of VTE events occurred in pediatric patients with a central venous catheter (CVC) and other risk factors for thrombosis, and this category was arbitrarily chosen as one to consider pharmacologic prophylaxis if no bleeding risk factors and a central line to be in placed greater than 7 days duration. Although, pediatric evidence guidelines do not support the use of pharmacologic prophylaxis in patients with CVC,[15] risk factors for thrombosis in children, although less frequent than adults, are still present, and VTE‐P should be assessed and individualized in each patient considered at risk for thrombosis. Other groups have attempted a similar approach as the one taken by our group, with variations in the criteria used for thromboprophylaxis in the pediatric population.[5, 14] Our data illustrate that not all pediatric patients require pharmacologic prophylaxis (34%), and VTE‐P should be individualized based on patient risk factors for thrombosis and bleeding risk.

A strength of our system is derived from the substantial clinician and expert input, the codification of consensus, and the hard wiring of that consensus into the electronic ordering, clinical decision rules, and reporting environment. As new advances to VTE‐P are developed, we will strive to codify those new processes into our workflow, building on our past success.

Acknowledgements

The authors acknowledge all of the members involved in the VTE prevention effort at Mayo Clinic including nurses, pharmacists, and information technology support staff.

Disclosure: Nothing to report.

Venous thromboembolism (VTE), including both deep vein thrombosis (DVT) and pulmonary embolism, is a major cause of preventable hospital death and long‐term morbidity. VTE accounts for approximately 100,000 to 200,000 hospital deaths annually,[1] and preventable DVT costs an estimated $2.5 billion annually, with each case resulting in direct hospital costs of an estimated $25,977.[2] Although VTE is less common in children, its incidence is increasing in the medically ill hospitalized pediatric patient. The most recent analysis of a large national children's hospital database showed VTE rates increasing from 34 to 58 per 10,000 admissions from 2001 to 2007.[3] Rates in pediatric trauma patients are higher, at 60 to 100 per 10,000 admissions.[4, 5, 6]

The Joint Commission, the Surgeon General, and the Centers for Disease Control and Prevention have supported initiatives to increase awareness and promote strategies designed to prevent hospital acquired VTE.[7, 8] There are several high‐quality, evidence‐based VTE prophylaxis (VTE‐P) guidelines for adult hospitalized populations.[9, 10, 11] Pediatric VTE‐P guidelines are not well established, but the literature regarding VTE risk stratification and prophylaxis guidelines for medically complex children is growing.[12, 13, 14, 15, 16, 17]

A significant challenge has been developing systems that ensure that evidence and consensus‐based care recommendations are reliably implemented. This summary will describe the methods applied across an integrated health system that includes 22 acute care facilities and 1 pediatric hospital across 5 states that have resulted in a significant reduction in preventable VTE.

SETTING

Mayo Clinic is an integrated health system that owns 22 acute care facilities across 5 states, housing 3971 beds with approximately 122,000 admissions per year. Mayo Clinic Rochester, Arizona, and Florida are all tertiary academic medical centers with trauma and transplant programs. During this project, Arizona and Florida utilized a common build of the Cerner (Kansas City, MO) electronic health record (EHR). The other facilities, collectively referred to as the Mayo Clinic Health System (MCHS) hospitals, include 1 level II trauma center and 11 critical access hospitals and serve communities of varying sizes in Minnesota, Wisconsin, and Iowa. A different build of the Cerner EHR served the MCHS during this project.

Mayo Clinic Rochester is responsible for nearly 50% of all admissions and procedures. Mayo Eugenio Litta Children's Hospital, Rochester, Minnesota is a tertiary children's hospital facility housing 44 general pediatric beds, 26 neonatal intensive care unit beds, 24 intermediate nursery special care beds, and 16 pediatric intensive care unit beds. Mayo Clinic Rochester used the GE Centricity (GE Healthcare, Wauwatosa, WI) EHR and custom‐designed computerized decision support.

METHODS

Mayo Clinic has developed a system to deliberately speed the diffusion of best practices across our system to drive reliable, evidence‐based care, reduce unwanted variation in processes and outcomes, and improve value.[18] The 3 main components of this system are (1) discovery: wherein we learn a practice that demonstrably solves the clinical problem well in at least 1 of our facilities, (2) assessment of readiness for diffusion, and (3) diffusion of the best practice across all of Mayo Clinic. The diffusion process is active and equipped with a project team and execution timeline. Both adult and pediatric projects began with discovery phases. The adult program has fully diffused; the pediatric program is diffusing at this writing.

ADULT ACUTE CARE PATIENTS

Discovery Through Pilot Projects

Beginning in 2006, 2 spontaneously convened interdisciplinary teams worked independently in selected medical and surgical practices in our Rochester hospital to improve VTE‐P. Each team's work resulted in the reduction of defect rates on pilot hospital services to <10%. Key findings were: (1) the vast majority of patients in the pilot had at least 1 risk factor for VTE and (2) when physicians explicitly determined a VTE‐P plan, they made the correct decision 98% of the time without any specific risk rule or point system.[18] Both teams found that efforts to ensure declaration of VTE‐P plans in the workflow of admission resulted in the most improvement in appropriate VTE‐P rates.

Creation of VTE‐Prevention Plans and the VTE Prophylaxis Tollgate

Based on lessons learned from the pilot projects, multidisciplinary improvement teams focused on adaptation of optimal VTE‐P plans for individual practices (eg, preferred VTE‐P for a neurosurgery patient is not the same as for a medical patient), and a VTE‐P tollgatea requirement for providers to complete a VTE‐P plan for each patientwas integrated into the clinical workflow of all order sets used for admissions, transfers, and for selected postoperative order sets. As we moved from the paper systems to computerized order entry, tollgates were subsequently converted to the GE Centricity electronic environment. To minimize burden on clinicians, designs were tested in a usability laboratory prior to operational deployment to ensure that they were as clear and easy as our software would allow.

Alerts

Based on initial reports and feedback, our clinical decision support (CDS) team designed alerts that notify the clinician when (1) any patient previously declared as at least moderate risk for VTE did not have a valid VTE‐P plan in place for any 24‐hour period, or (2) when any patient carried a low‐risk categorization for >3 days (because this should prompt reconsideration of risk status). Alerts were designed to be clear and to facilitate steps to correct the situation.

VTE‐P alerts would present to any member of the patient's provider team who accessed the patient's EHR, and would continue to alert with each access until conditions were rendered to satisfy the requirements of the alert. Each alert provided easy access to an abbreviated VTE‐P tollgate order that would allow the provider to select a clinically appropriate response: either restate the low‐risk status, change the low‐risk status and add an active VTE‐P order, specify why neither mechanical nor pharmacologic VTE‐P may be given, or restart a VTE‐P order.

Monitoring

Both process and outcome measures were used to monitor the effectiveness of VTE‐P activities. During initial roll‐out, the teams measured and reported the proportion of patients where either (1) VTE risk factors were present (patient is determined to be at least at moderate risk for VTE) and either pharmacologic or mechanical VTE‐P was ordered within 24 hours of admission, or (2) VTE risk factors were not present, and VTE‐P not indicated was documented within 24 hours of admission. The CDS system also provided ongoing monitoring of CDS‐alert firing frequency, which closely correlated with the prevalence of patients without a valid VTE‐P plan.

Diffusion Across All Units of Mayo Rochester

Diffusion teams included physician champions, project managers, a pharmacist, and a nurse. To emphasize the engagement of institutional leadership, the project was commissioned by the institution's Clinical Practice Quality Oversight Committee and co‐chaired by the Department of Medicine Associate Chair for Quality and the Chair of the Surgical Quality and Safety Subcommittee.

Implementation of this integrated system resulted in substantial improvement to 97% hospital‐wide VTE‐P rates that were sustained over 3 quarters. At that time, a decision was made to diffuse this new best practice across all Mayo Clinic acute care facilities.

Diffusion to All 22 Mayo Clinic Acute Care Facilities

After readiness for diffusion assessment,[18] an enterprise diffusion team, this time led by the Mayo Clinic Patient Safety Officer (an MD), 3 other physician champions (1 from each region of the Mayo Clinic), a project manager, a pharmacist, a computerized physician order entry system content specialist, and the institutional quality office personnel who assisted with the measurement, analysis, and display of data at the work sites. The best practices diffused were: (1) All admission or transfer order sets will have a VTE‐P tollgate. (2) All VTE‐P tollgates will be a force function (ie, they cannot be bypassed). (3) Over 95% of all eligible patients in the facility at any given moment will have a valid VTE‐P plan in place. (4) Ongoing compliance monitoring must be available as an automatic feed, not by chart review. The end goal of our diffusion process was to ensure that all best practices were ensured at all of our facilities.

Key issues in the diffusion process included implementation of the VTE‐P tollgates into all admission or transfer order sets and the computer decision support logic that had been developed in the GE Centricity system into the Cerner EHR. Each system had slightly different constraints to 4 best practices to be diffused. We had difficulty designing the GE Centricity order sets or flags in such a way that absolutely forced an action (best practice items 1 and 2). Instead, our design had to alert the ordering provider until the appropriate conditions were met. This is suboptimal in that it creates the potential for alarm fatigue and subsequent error. It is for that reason that a tight monitoring system was necessary to provide feedback on a per‐provider level if the alerts were too numerous (suggesting that alarm fatigue or misunderstanding might be leading to failure to correct the unsafe situation producing the alarm).

In contrast, the Cerner system did not have as much capability for our IT support to provide as much customization of decision support but was fully capable of forcing functions. Therefore, we needed to provide a more rigid logic into the order sets. This led to a less than optimal user interface each time a patient was admitted or transferred, but fulfilled mission goals.

Pediatric Patients

Pediatric Discovery Project

Development of Pediatric VTE Risk‐Assessment Tool

To develop a VTE‐P system for our pediatric hospital, our first task was to design a VTE risk‐stratification tool. The improvement team included a physician, pharmacist, and clinical nurse specialists from pediatric intensive care unit (PICU), cardiac intensive care units, and general pediatric services. A literature review identified the most common published risk factors for VTE in children. We next performed a retrospective review of pediatric hospital‐acquired VTE in 2011 to 2012. Eight VTEs were identified (infants to age 18 years). All were related to central venous catheters, sepsis, congenital heart disease, leukemia, myocarditis, and extreme prematurity (Table 1). In contrast to other series, our patients were younger (80% less than 14 years of age). Based on these reviews and iterative consensus with our pediatric staff, an initial pediatric VTE risk‐screening tool was designed and piloted first in the PICU for usability and to assess face validity.

Summary of VTE Events Prior to VTE‐P Orders
Age/GenderMain DiagnosisComorbiditiesCentral Lines Prior to VTE EventVTE Event
  • NOTE: Abbreviations: DVT, deep vein thrombosis; ECMO, extracorporeal membrane oxygenation; F, female; IJ, internal jugular; IJV, internal jugular vein; IVC, inferior vena cava; M, male; NEC, necrotizing enterocolitis; PICC, peripheral inserted central catheter; RIJ, right internal jugular; RSV, respiratory syncytial virus; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

18 y/MCongenital heart diseaseHeart transplantRight and left IJV, right arterial, left femoral vein and arteryDVT left IJV, innominate, subclavian, axillary veins
3 y/MIdiopathic myocarditisECMOLeft radial arterial, right brachial PICC, RIJ venous, left arterial femoral, right venous femoral,Cerebral embolism with multiple infarcts
0.2 y/FPrematureNECRight IJ PICCRight axillary, subclavian DVT, left greater saphenous vein
0.5 y/MPrematureHypoxic‐ischemic encephalopathyUmbilical artery and vein catheters, right IJ PICC, right femoral venousIVC thrombosis and bilateral renal veins
0.1 y/FSepsisRSV pneumoniaRight femoral venousRight common femoral and right external iliac DVT
12 y/MAcute lymphoblastic leukemiaRenal dysfunctionLeft femoral arterial, right femoral venousRight common femoral DVT
0.1 y/MCongenital heart disease Umbilical artery and vein catheters, left femoral artery, right IJVLeft femoral artery thrombosis
1 y/MSeizuresPartially treated meningitis/hyponatremiaLeft femoral veinLeft common femoral and external iliac DVT

Developing Consensus About Appropriate VTE‐P

The risk of even low‐dose anticoagulation may be higher in children than in adults. Therefore, in addition to first estimating the risk for VTE, we also incorporated into the risk‐assessment tool an estimate of risk for bleeding (Table 2). Physicians were responsible for using the VTE‐P screening. Bleeding risk‐assessment categories included: intracranial bleed, premature infant, internal injury (eg, organ injury, splenic laceration), planned surgery within 24 hours, renal failure, liver dysfunction, coagulopathy, thrombocytopenia (eg, platelets <50,000), disseminated intravascular coagulation, congenital bleeding disorder, and neurosurgical and spine fusion patients. If any of these were present, pharmacologic prophylaxis was contraindicated. If a patient was considered at risk for VTE, a pediatric hematology consult was recommended or advised. If there was no increased bleeding risk and the child had 2 or more risk factors or a central venous catheter with additional thrombosis risk factors, the consensus was to use appropriately dosed low‐molecular‐weight heparin or unfractionated heparin in addition to mechanical prophylaxis. A patient considered at increased risk for bleeding but with risk factors for thrombosis would receive early ambulation and/or mechanical prophylaxis. In all cases, removal of central catheters was recommended within 72 hours if possible.

Pediatric Thromboembolism Risk Stratification and Guidance
  • NOTE: Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Risk factors
Central venous catheter 7 days
High‐risk orthopedic surgery
Complex fracture of pelvis or lower extremity
Projected immobility for 7 days
History of prior VTE
History of prior thrombophilia
ECMO
Malignancy
Multiple body trauma
Use of hormonal therapy
BMI > 95th percentile
Continuous BPAP/CPAP or mechanical ventilation
Inflammatory bowel disease
Guidance if no increased bleeding risk
2 risk factorsmechanical combined with pharmacologic prophylaxis
Central venous catheter 7 days and additional thrombosis risk factorsmechanical combined with pharmacologic prophylaxis
Pharmacologic prophylaxis generally not utilized in spine or neurosurgery patients
Guidance if increased bleeding risk
2 risk factors or central venous catheter and additional thrombosis risk factors 7 days hematology consult
2 risk factors or central venous catheter 7 days and additional thrombosis risk factorsearly ambulation + mechanical VTE‐P

Pilot Implementation

We initiated use of the risk‐assessment tool and VTE‐P algorithm in the PICU using a paper system at first, and measured via chart review (1) the proportion of patients for whom a VTE‐P risk assessment was completed according to the recommended plan and (2) the proportion with the appropriate VTE‐P plan selected based upon risk factors present. The risk‐assessment tool was iteratively improved and built into the electronic order system (Table 2). This would ensure diffusion across the children's hospital, and would be subsequently diffused across the rest of Mayo Clinic.

Metrics

During the system diffusion for the adult system, we relied on 2 metrics to measure improvement: the CDS alert frequency and Centers for Medicare and Medicaid Services (CMS) VTE Core Measures. The CDS alert frequency is cross‐sectional and can be used to estimate what percentage of patients at any given moment in time in our hospital have a valid VTE‐P. From chart audits, we anticipate that at target, approximately 4% of patients would generate CDS alerts because needs and plans change in the dynamic care environment. For example, VTE‐P may be held for a procedure, or during transition from 1 to another unit. Or, observation patients may have been classified as low risk, but when converted to admission status there may be a lag while the VTE risk status is changed. These data can be provided by service and provider, and are reported back to the providers to help reduce practice variation.

In addition, the CMS Core Measures provided a manual chart review metric to supplement the automated data. VTE‐1 and VTE‐2 measures the proportion of sampled charts demonstrating either delivery of VTE‐P or declaration of low risk in non‐ICU and ICU patients, respectively. VTE‐6, the proportion of patients acquiring a VTE who did not receive prophylaxis, served as our outcome measure. For the pediatric efforts, manual chart review served during the improvement pilots, but will be supplanted by a similar automated system.

RESULTS

Adult Acute Care Patients

Mayo Clinic used CMS Core Measures in all 22 hospitals in the system from 2013 onward. The results are shown in Figure 1. Of note, VTE‐1 has improved from its project start values in the mid‐80% range to consistently above 95% for the last 6 quarters (most recently above 97%), VTE‐2 has averaged 97.3%, and most recently is at 100%, and VTE‐6 has declined from about 12% to 0% in the recent quarters.

Figure 1
Total system venous thromboembolism core measures performance. Shown are the Centers for Medicare and Medicaid Services Core Measures VTE‐1, VTE‐2, and VTE‐6 combined for all Mayo Clinic facilities. For VTE‐6, data were not available for all facilities until 2013. The process measures, VTE‐1 and VTE‐2, indicate the proportion of sampled charts where VTE‐P was either delivered early in the hospitalization or in which patients were documented as being at low risk for VTE. VTE‐6 is an outcome measure that indicates the proportion of hospital‐acquired VTE where patients did not receive VTE‐P. Abbreviations: Q, quarter; VTE, venous thromboembolism; VTE‐P, venous thromboembolism prophylaxis.

Figure 2 shows the number of VTE‐P alerts generated during 1 month by service in Mayo Clinic Rochester. We display these data as control charts so that practices on services with a statistically excessive number of alerts can be targeted for improvement. Similar data are available at all institutions.

Figure 2
Number of clinical decision support alerts regarding venous thromboembolism prophylaxis by service. The clinical decision support system counts the number of alerts that indicate a violation of VTE‐P rules. The data are displayed as statistical control charts and are segregated by clinical services (eg, colorectal surgery, oncology). Services that generate more than the mean plus 3 standard deviations generate scrutiny to determine if there is a new system problem (a change in clinical practice, a new error in order set logic) or a change in providers (eg, a new hire who does not understand the importance of VTE‐P). Abbreviations: VTE‐P, venous thromboembolism prophylaxis. Abbreviations: LCL, lower control limit; UCL, upper control limit.

Pediatric Patients

The PICU had an average of 101 admissions per month during study period (range, 72120) with a mean of 11 patients per day (range, 912 patients). Prior to the VTE‐P pilot, none had VTE risks documented. A total of 773 patients were screened for VTE in the intensive care unit during the study period, of which 194 were identified with 2 or greater VTE risk factors (25%). Sixty‐six of 194 patients (34%) had pharmacologic and/or mechanical prophylaxis (n = 83, 44%) selected for VTE‐P. No bleeding events were reported among these patients. During the discovery pilot, the VTE screening tool resulted in >92% compliance with risk documentation, >64% appropriate VTE‐P use, and 0 VTE events. The subsequently improved screening tool resulted in approximately 88% compliance over the subsequent 6 months of use, and in 9 months 2 VTE were diagnosed (both occurring in hospital units not using the screening tool).

An electronic VTE‐P tollgate for pediatric patients went live on March 17, 2016 (Figure 3). We have also developed a CDS alert for pediatric patients not having an appropriate VTE‐P plan documented, and alert frequency reports will allow focused improvement efforts if needed.

Figure 3
Mock‐up of electronic VTE prophylaxis “tollgate” for pediatrics. Providers are asked at the time of admission to declare a VTE‐P plan. This screen presents risk factors to consider and possible VTE‐P plans. For those thought to be at high risk for bleeding, a prompt pediatric hematology consult can be requested. Abbreviations: BMI, body mass index; BPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure; ECMO, extracorporeal membrane oxygenation; VTE‐P, venous thromboembolism prophylaxis.

DISCUSSION

Our VTE‐P system has resulted in significant reductions in preventable VTE. The key components of our system are: (1) Ensure that a VTE‐P is declared at admission by providing a mandatory VTE‐P tollgate that requires the provider to assess the risk for VTE and provide an appropriate order for VTE‐P. (2) Use clinical decision support to provide ongoing surveillance and alerting providers when there is a lapse in the VTE‐P plan. With these, we have driven CMS Core Measures VTE‐6 to 0 over 3 quarters.

Different VTE‐P strategies have been implemented among hospitalized medically ill patients. Despite the morbidity and mortality risks inherent to VTE, some studies have shown that more than half and nearly 79% of high‐risk hospitalized medical patients received no VTE prevention.[19] Among those who received prophylactic therapy, inadequate duration or type was prescribed in nearly 44%.[20] Electronic orders have resulted in improved prophylaxis in some literature reports.[21, 22] One study showed that a physician alert reduced VTE incidence from 4.13 to 2.23 events per 10,000 patients.[21] Our system, combining prompted electronic orders with clinical decision support for ongoing real‐time monitoring for VTE‐P plans appears to have been effective in producing reliable ordering of VTE‐P in both adults and children.

However, our system has limitations, some inherent in its design and others not addressed yet. Intrinsically, we depend upon clinicians to rightly gauge the patient risk for VTE‐P. Because a significant majority of our patients have at least moderate risk for VTE, the construction of the order sets tend to guide the clinician to select some form of prophylaxis. However, our system does not specifically provide guidance as to what VTE‐P to choose. If the clinician deems the patient at low risk, the CDS criteria will accept this judgment for up to 3 days without questioning the provider. Similarly, by national criteria, some patients at very high risk would ideally receive both mechanical and pharmacologic VTE‐P.[23] Our monitoring system does not distinguish between very high risk and moderately high risk when determining if a valid VTE‐P is in place. Audits of clinician decision making have shown that at present the appropriate decisions are being made 98% of the time, but this could change over time and with new guideline recommendations. Another challenge concerns the difference between ordering and delivering prophylaxis. When ordered, pharmacologic VTE‐P is reliably delivered. In contrast, providing ongoing delivery of ordered mechanical VTE‐P is more challenging. In addition, our current system does not extend to VTE‐P plans for discharge. Future clinical decision support might suggest which patients should receive combined prophylaxis while in the hospital or which home‐going prophylaxis plans should be considered.

We acknowledged the limitations of diffusing a VTE and bleeding risk‐assessment tool that has not been validated in our hospitalized pediatric population. Validation of pediatric VTE risk assessment tools have been recently developed but not widely validated in large prospective studies to be considered the standard of care.[6, 12] Based on our own institutional experience, the vast majority of VTE events occurred in pediatric patients with a central venous catheter (CVC) and other risk factors for thrombosis, and this category was arbitrarily chosen as one to consider pharmacologic prophylaxis if no bleeding risk factors and a central line to be in placed greater than 7 days duration. Although, pediatric evidence guidelines do not support the use of pharmacologic prophylaxis in patients with CVC,[15] risk factors for thrombosis in children, although less frequent than adults, are still present, and VTE‐P should be assessed and individualized in each patient considered at risk for thrombosis. Other groups have attempted a similar approach as the one taken by our group, with variations in the criteria used for thromboprophylaxis in the pediatric population.[5, 14] Our data illustrate that not all pediatric patients require pharmacologic prophylaxis (34%), and VTE‐P should be individualized based on patient risk factors for thrombosis and bleeding risk.

A strength of our system is derived from the substantial clinician and expert input, the codification of consensus, and the hard wiring of that consensus into the electronic ordering, clinical decision rules, and reporting environment. As new advances to VTE‐P are developed, we will strive to codify those new processes into our workflow, building on our past success.

Acknowledgements

The authors acknowledge all of the members involved in the VTE prevention effort at Mayo Clinic including nurses, pharmacists, and information technology support staff.

Disclosure: Nothing to report.

References
  1. U.S. Department of Health and Human Services. Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Available at: https://www.ncbi.nlm.nih.gov/books/NBK44178. Published 2008. Accessed May 23, 2016.
  2. Mahan CE, Holdsworth MT, Welch SM, Borrego M, Spyropoulos AC. Deep‐vein thrombosis: a United States cost model for a preventable and costly adverse event. Thromb Haemost. 2011;106:405415.
  3. Raffini L, Huang YS, Witmer C, Feudtner C. Dramatic increase in venous thromboembolism in children's hospitals in the United States from 2001 to 2007. Pediatrics. 2009;124:10011008.
  4. Vavilala MS, Nathens AB, Jurkovich GJ, Mackenzie E, Rivara FP. Risk factors for venous thromboembolism in pediatric trauma. J Trauma. 2002;52:922927.
  5. Hanson SJ, Punzalan RC, Greenup RA, Liu H, Sato TT, Havens PL. Incidence and risk factors for venous thromboembolism in critically ill children after trauma. J Trauma. 2010;68:5256.
  6. Branchford BR, Mourani P, Bajaj L, Manco‐Johnson M, Wang M, Goldenberg NA. Risk factors for in‐hospital venous thromboembolism in children: a case‐control study employing diagnostic validation. Haematologica. 2012;97:509515.
  7. Galson SK. Prevention of deep vein thrombosis and pulmonary embolism. Public Health Rep. 2008;123(4):420421.
  8. Michota FA. Bridging the gap between evidence and practice in venous thromboembolism prophylaxis: the quality improvement process. J Gen Intern Med. 2007;22:17621770.
  9. Streiff MB, Carolan HT, Hobson DB, et al. Lessons from the Johns Hopkins Multi‐Disciplinary Venous Thromboembolism (VTE) Prevention Collaborative. BMJ. 2012;344:e3935.
  10. Haut ER, Lau BD, Kraenzlin FS, et al. Improved prophylaxis and decreased rates of preventable harm with the use of a mandatory computerized clinical decision support tool for prophylaxis for venous thromboembolism in trauma. Arch Surg. 2012;14(10):901907.
  11. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  12. Sharathkumar AA, Mahajerin A, Heidt L, et al. Risk‐prediction tool for identifying hospitalized children with a predisposition for development of venous thromboembolism: Peds‐Clot clinical Decision Rule. J Thromb Haemost. 2012;10:13261334.
  13. Hanson SJ, Punzalan RC, Arca MJ, et al. Effectiveness of clinical guidelines for deep vein thrombosis prophylaxis in reducing the incidence of venous thromboembolism in critically ill children after trauma. J Trauma Acute Care Surg. 2012;72:12921297.
  14. Raffini L, Trimarchi T, Belivau J, Davis D. Thromboprophylaxis in a pediatric hospital: a patient‐safety and quality‐improvement initiative. Pediatrics. 2011;127:e1326e1332.
  15. Monagle P, Chan AK, Goldenberg NA, et al. Antithrombotic therapy in neonates and children: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence‐Based Clinical Practice Guidelines. Chest. 2012;141:e737Se801S.
  16. Bidlingmaier C, Kenet G, Kurnik K, et al. Safety and efficacy of low molecular weight heparins in children: a systematic review of the literature and meta‐analysis of single‐arm studies. Semin Thromb Hemost. 2011;37:814825.
  17. Stem J, Christensen A, Davis D, Raffini L. Safety of prophylactic anticoagulation at a pediatric hospital. J Pediatr Hematol Oncol. 2013;35:e287e291.
  18. Dilling JA, Swensen SJ, Hoover MR, et al. Accelerating the use of best practices: the Mayo Clinic Model of Diffusion. Jt Comm J Qual Patient Saf. 2013;39:167176.
  19. Khoury H, Welner S, Kubin M, Folkerts K, Haas S. Disease burden and unmet needs for prevention of venous thromboembolism in medically ill patients in Europe show underutilisation of preventive therapies. Thromb Haemost. 2011;106:600608.
  20. Aujesky D, Guignard E, Pannatier A, Cornuz J. Pharmacological thromboembolic prophylaxis in a medical ward: room for improvement. J Gen Intern Med. 2002;17:788791.
  21. Lecumberri R, Marques M, Diaz‐Navarlaz MT, et al. Maintained effectiveness of an electronic alert system to prevent venous thromboembolism among hospitalized patients. Thromb Haemost. 2008;100:699704.
  22. Labarere J, Bosson JL, Brion JP, et al. Validation of a clinical guideline on prevention of venous thromboembolism in medical inpatients: a before‐and‐after study with systematic ultrasound examination. J Intern Med. 2004;256:338348.
  23. Kakkar AK, Cimminiello C, Goldhaber SZ, et al. Low‐molecular‐weight heparin and mortality in acutely ill medical patients. N Engl J Med. 2011;365:26: 24632472.
References
  1. U.S. Department of Health and Human Services. Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Available at: https://www.ncbi.nlm.nih.gov/books/NBK44178. Published 2008. Accessed May 23, 2016.
  2. Mahan CE, Holdsworth MT, Welch SM, Borrego M, Spyropoulos AC. Deep‐vein thrombosis: a United States cost model for a preventable and costly adverse event. Thromb Haemost. 2011;106:405415.
  3. Raffini L, Huang YS, Witmer C, Feudtner C. Dramatic increase in venous thromboembolism in children's hospitals in the United States from 2001 to 2007. Pediatrics. 2009;124:10011008.
  4. Vavilala MS, Nathens AB, Jurkovich GJ, Mackenzie E, Rivara FP. Risk factors for venous thromboembolism in pediatric trauma. J Trauma. 2002;52:922927.
  5. Hanson SJ, Punzalan RC, Greenup RA, Liu H, Sato TT, Havens PL. Incidence and risk factors for venous thromboembolism in critically ill children after trauma. J Trauma. 2010;68:5256.
  6. Branchford BR, Mourani P, Bajaj L, Manco‐Johnson M, Wang M, Goldenberg NA. Risk factors for in‐hospital venous thromboembolism in children: a case‐control study employing diagnostic validation. Haematologica. 2012;97:509515.
  7. Galson SK. Prevention of deep vein thrombosis and pulmonary embolism. Public Health Rep. 2008;123(4):420421.
  8. Michota FA. Bridging the gap between evidence and practice in venous thromboembolism prophylaxis: the quality improvement process. J Gen Intern Med. 2007;22:17621770.
  9. Streiff MB, Carolan HT, Hobson DB, et al. Lessons from the Johns Hopkins Multi‐Disciplinary Venous Thromboembolism (VTE) Prevention Collaborative. BMJ. 2012;344:e3935.
  10. Haut ER, Lau BD, Kraenzlin FS, et al. Improved prophylaxis and decreased rates of preventable harm with the use of a mandatory computerized clinical decision support tool for prophylaxis for venous thromboembolism in trauma. Arch Surg. 2012;14(10):901907.
  11. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  12. Sharathkumar AA, Mahajerin A, Heidt L, et al. Risk‐prediction tool for identifying hospitalized children with a predisposition for development of venous thromboembolism: Peds‐Clot clinical Decision Rule. J Thromb Haemost. 2012;10:13261334.
  13. Hanson SJ, Punzalan RC, Arca MJ, et al. Effectiveness of clinical guidelines for deep vein thrombosis prophylaxis in reducing the incidence of venous thromboembolism in critically ill children after trauma. J Trauma Acute Care Surg. 2012;72:12921297.
  14. Raffini L, Trimarchi T, Belivau J, Davis D. Thromboprophylaxis in a pediatric hospital: a patient‐safety and quality‐improvement initiative. Pediatrics. 2011;127:e1326e1332.
  15. Monagle P, Chan AK, Goldenberg NA, et al. Antithrombotic therapy in neonates and children: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence‐Based Clinical Practice Guidelines. Chest. 2012;141:e737Se801S.
  16. Bidlingmaier C, Kenet G, Kurnik K, et al. Safety and efficacy of low molecular weight heparins in children: a systematic review of the literature and meta‐analysis of single‐arm studies. Semin Thromb Hemost. 2011;37:814825.
  17. Stem J, Christensen A, Davis D, Raffini L. Safety of prophylactic anticoagulation at a pediatric hospital. J Pediatr Hematol Oncol. 2013;35:e287e291.
  18. Dilling JA, Swensen SJ, Hoover MR, et al. Accelerating the use of best practices: the Mayo Clinic Model of Diffusion. Jt Comm J Qual Patient Saf. 2013;39:167176.
  19. Khoury H, Welner S, Kubin M, Folkerts K, Haas S. Disease burden and unmet needs for prevention of venous thromboembolism in medically ill patients in Europe show underutilisation of preventive therapies. Thromb Haemost. 2011;106:600608.
  20. Aujesky D, Guignard E, Pannatier A, Cornuz J. Pharmacological thromboembolic prophylaxis in a medical ward: room for improvement. J Gen Intern Med. 2002;17:788791.
  21. Lecumberri R, Marques M, Diaz‐Navarlaz MT, et al. Maintained effectiveness of an electronic alert system to prevent venous thromboembolism among hospitalized patients. Thromb Haemost. 2008;100:699704.
  22. Labarere J, Bosson JL, Brion JP, et al. Validation of a clinical guideline on prevention of venous thromboembolism in medical inpatients: a before‐and‐after study with systematic ultrasound examination. J Intern Med. 2004;256:338348.
  23. Kakkar AK, Cimminiello C, Goldhaber SZ, et al. Low‐molecular‐weight heparin and mortality in acutely ill medical patients. N Engl J Med. 2011;365:26: 24632472.
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Address for correspondence and reprint requests: Timothy I. Morgenthaler, MD, Division of Pulmonary and Critical Care Medicine, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905; Telephone: 507‐284‐4348; Fax: 507‐266‐4372; E‐mail: [email protected]
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Strategies and partnerships toward prevention of Healthcare‐Associated Venous Thromboembolism

Venous thromboembolism (VTE), blood clots occurring as deep vein thrombosis, pulmonary embolism, or both, is an important and growing public health issue. The precise number of people affected by VTE is unknown; however, estimates suggest that up to 900,000 events resulting in as many as 100,000 premature deaths occur in the United States yearly with healthcare costs as high as $10 billion.[1, 2, 3] Although anyone can develop VTE, research has shown that half of VTE events occurring in the outpatient setting are directly linked to a recent hospitalization or surgery.[4] In patients with cancer, VTE is a leading cause of death after the cancer itself.[5, 6] Fortunately, many of these healthcare‐associated VTE (HA‐VTE) cases can be prevented. Recent analyses have shown that as many as 70% of HA‐VTE cases are preventable through appropriate prophylaxis,[7, 8, 9] yet reports suggest that fewer than half of hospital patients receive VTE prophylaxis in accordance with accepted evidence‐based guidelines.[10] Appropriate prevention of HA‐VTE can result in a significant reduction in overall VTE occurrence, thereby decreasing healthcare burden and unnecessary deaths.

In November 2015, the Centers for Disease Control and Prevention (CDC) released the Healthcare‐Associated VTE Prevention Challenge (http://www.cdc.gov/ncbddd/dvt/ha‐vte‐challenge.html) to identify, highlight, and reward hospitals, managed care organizations, and hospital networks that implemented innovative, effective, and sustainable strategies to prevent HA‐VTE.

This issue of the Journal of Hospital Medicine showcases the initiatives of several of the CDC's HA‐VTE prevention champions. These champions range from a small community hospital to some of the country's largest health systems, and they represent both rural and urban areas. Together they cared for more than 450,000 patients admitted to hospitals across the United States in 2014. They were able to improve VTE prevention within their institutions and organizations by implementing successful and sustainable VTE prevention strategies such as engaging teams of different healthcare experts to support and promote prevention activities, informing patients and providers about the need for and benefits of VTE prevention, and using technology (such as electronic risk assessment and clinical decision support tools and alerts) to ensure that all patients are assessed for their risk for VTE and bleeding. These tools also help ensure that patients, when appropriate, are provided with and use appropriate prevention measures for their level of risk. Moreover, they provided real‐time feedback, scorecards, and dashboards for providers and organizations to monitor performance and identify areas for improvement.

The CDC and the Agency for Healthcare Research and Quality (AHRQ) are partnering to disseminate and promote these best practices. In addition to this challenge, the CDC, AHRQ and the Joint Commission Center for Transforming Healthcare are working on activities and programs dedicated to improving prevention of HA‐VTE. These are summarized below.

AGENCY FOR HEALTHCARE RESEARCH AND QUALITY

The AHRQ works to reduce the incidence of VTE among patients at risk of developing the condition by conducting research and providing support for quality‐improvement efforts. In 2008, AHRQ published an evidence‐based resource for prevention of VTE based on quality‐improvement principles that were successfully applied by the University of California, San Diego Medical Center, and Emory University Hospitals in an AHRQ‐funded research project. This resource, Preventing Hospital‐Acquired Venous Thromboembolism: A Guide for Effective Quality Improvement, was updated in 2014 and is available at http://www.ahrq.gov/professionals/quality‐patient‐safety/patient‐safety‐resources/resources/vtguide/emndex.html. The guide is intended to assist quality‐improvement practitioners who wish to improve prevention of HA‐VTE in their own organizations.

Since its original release, hospital quality‐improvement teams have used the guide to close the gap between available evidence about how to prevent VTE and successful implementation of that knowledge so that hospitals can improve care as effectively and efficiently as possible. The guide includes examples of risk assessment methodologies and evaluation metrics along with other key elements that help front‐line providers establish or enhance VTE prevention programs.

AHRQ maintains an active patient safety program that spans a wide range of patient safety problems including VTE that is aimed at making healthcare safer. The AHRQ works with many different healthcare stakeholders to (1) better understand threats to patient safety and (2) develop and refine strategies that put this knowledge to work to prevent patient harm. For example, the AHRQ provides extramural research grants to investigators studying new methods of identifying patients at risk for VTE and ways to improve VTE prophylaxis in hospital patients undergoing medical treatment and surgical procedures.

In addition to a collaborative partnership with the CDC on the 2015 Healthcare‐Associated VTE Prevention Challenge, the AHRQ also partners with other federal agencies and is an active contributor to the Department of Health and Human Services National Action Plan for Adverse Drug Event Prevention. The plan outlines opportunities to advance patient safety through the prevention of adverse drug events and the promotion of medication safety among 3 drug classes including anticoagulants, a key component for VTE prevention. Patients and their families are critically important partners for improving patient safety, and the significant potential for their impact is represented by the AHRQ tools and resources such as an information video and guide for patients about the safe use of blood thinners (http://www.ahrq.gov/patients‐consumers/diagnosis‐treatment/treatments/btpills/btpills.html).

THE JOINT COMMISSION CENTER FOR TRANSFORMING HEALTHCARE

The Joint Commission Center for Transforming Healthcare commenced the Preventing Venous Thromboembolism project in October 2014, with 5 participating hospitals and health centers in collaboration with the CDC. The hospitals and health centers participating on this project include: Cleveland Clinic, The Johns Hopkins Hospital, Kaiser Permanente South Bay Medical Center, Massachusetts General Hospital, and Texas Health Resources.

Often, VTE risk factors are not consistently assessed across all hospital patients, and there is much variation to the selection of appropriate mechanical and/or pharmacological prophylaxis. In addition, the current accepted guidelines are not implemented consistently across hospitals. VTE rates can be reduced with accurate risk assessment and appropriate utilization of pharmacological and/or mechanical prophylaxis. However, there are multiple barriers to consistent, successful implementation of preventative measures. During the first year of this project, the participants utilized Robust Process Improvement, a fact‐based, systematic, and data‐driven problem‐solving methodology that incorporates tools and concepts from Lean, Six Sigma, and change management, to assist them in identifying the root causes and barriers to preventing VTE in at‐risk patients.

Aggregate preliminary findings show that some of the contributing factors to VTE prevention included issues with staff attitudes and beliefs, staff and patient education, risk assessments, order sets, ineffective mechanical and pharmacological prophylaxis, and patient refusal. The participating organizations are currently developing and implementing solutions targeted to their specific root causes. The solutions will be tested, validated, and then spread to other healthcare organizations. Project findings are tentatively scheduled for release in 2017.

The Joint Commission has been committed to preventing VTE for over a decade, beginning with the development of the VTE measures, which were the result of the National Consensus Standards for the Prevention and Care of Deep Vein Thrombosis project with the National Quality Forum that formally began in January 2005. In addition, The Joint Commission and Joint Commission Resources have also aimed to reduce harm and improve the quality of care for VTE patients through the Hospital Engagement Network collaborative, publications related to improving VTE patient safety, and research on improving transitions of care and discharge instructions for patients with VTE.

CENTERS FOR DISEASE CONTROL AND PREVENTION

The CDC's Division of Blood Disorders works to prevent VTE and to reduce sickness and death among those who develop VTE. The CDC's primary VTE activities focus on developing improved methods and innovative tools for monitoring and understanding VTE occurrence and the effectiveness of VTE prevention activities, conducting epidemiologic studies on the causes and outcomes of VTE and its complications, and working internally and with partners to develop and promote education and awareness materials to inform the public and healthcare providers about the importance of knowing VTE risk factors to improve prevention, and the importance of knowing the signs and symptoms of VTE to ensure early and accurate diagnosis and treatment of VTE. Recently, the CDC collaborated with the National Blood Clot Alliance, through their Stop the Clot, Spread the Word Campaign, to develop and promote prevention of VTE among hospitalized patients (https://www.stoptheclot.org/spreadtheword). To learn more about the CDC's VTE programs please visit http://www.cdc.gov/ncbddd/dvt/emndex.html.

The CDC, AHRQ, and The Joint Commission hope that readers will find the successes of the HA‐VTE Prevention Champions' initiatives informative and encouraging. They are examples of how any healthcare setting, from a small hospital to a large healthcare system, can implement approaches and tools to improve prevention of HA‐VTE.

Disclosures

The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention, the Agency for Healthcare Research and Quality, or the Joint Commission Center for Transforming Healthcare. The authors declare no conflicts of interest.

Files
References
  1. U.S. Department of Health and Human Services, Office of the Surgeon General. The Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Rockville, MD: National Heart, Lung, and Blood Institute; 2008.
  2. Beckman MG, Hooper WC, Critchley SE, Ortel TL. Venous thromboembolism: a public health concern. Am J Prev Med. 2010;38(4 suppl):S495S501.
  3. Raskob G, Silverstein R, Bratzler D, Heit J, White R. Surveillance for deep vein thrombosis and pulmonary embolism: recommendations from a national workshop. Am J Prev Med. 2010;38(4 suppl):S502S509.
  4. Spencer F, Lessard D, Emery C, Reed G, Goldberg R. Venous thromboembolism in the outpatient setting. Arch Intern Med. 2007;167(14):14711475.
  5. Connolly GC, Francis CW. Cancer‐associated thrombosis. Hematology Am Soc Hematol Educ Program. 2013;2013:684691.
  6. Khorana AA. Cancer‐associated thrombosis: updates and controversies. Hematology Am Soc Hematol Educ Program. 2012;2012:626630.
  7. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  8. Mitchell JD, Collen JF, Petteys S, Holley AB. A simple reminder system improves venous thromboembolism prophylaxis rates and reduces thrombotic events for hospitalized patients. J Thromb Haemost. 2012;10:236243.
  9. Lau BD, Haut ER. Practices to prevent venous thromboembolism: a brief review. BMJ Qual Saf. 2014;23:187195.
  10. Kahn S, Morrison D, Cohen J, et al. Interventions for implementation of thromboprophylaxis in hospitalized medical and surgical patients at risk for venous thromboembolism. Cochrane Database Syst Rev. 2013;7:CD008201.
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Venous thromboembolism (VTE), blood clots occurring as deep vein thrombosis, pulmonary embolism, or both, is an important and growing public health issue. The precise number of people affected by VTE is unknown; however, estimates suggest that up to 900,000 events resulting in as many as 100,000 premature deaths occur in the United States yearly with healthcare costs as high as $10 billion.[1, 2, 3] Although anyone can develop VTE, research has shown that half of VTE events occurring in the outpatient setting are directly linked to a recent hospitalization or surgery.[4] In patients with cancer, VTE is a leading cause of death after the cancer itself.[5, 6] Fortunately, many of these healthcare‐associated VTE (HA‐VTE) cases can be prevented. Recent analyses have shown that as many as 70% of HA‐VTE cases are preventable through appropriate prophylaxis,[7, 8, 9] yet reports suggest that fewer than half of hospital patients receive VTE prophylaxis in accordance with accepted evidence‐based guidelines.[10] Appropriate prevention of HA‐VTE can result in a significant reduction in overall VTE occurrence, thereby decreasing healthcare burden and unnecessary deaths.

In November 2015, the Centers for Disease Control and Prevention (CDC) released the Healthcare‐Associated VTE Prevention Challenge (http://www.cdc.gov/ncbddd/dvt/ha‐vte‐challenge.html) to identify, highlight, and reward hospitals, managed care organizations, and hospital networks that implemented innovative, effective, and sustainable strategies to prevent HA‐VTE.

This issue of the Journal of Hospital Medicine showcases the initiatives of several of the CDC's HA‐VTE prevention champions. These champions range from a small community hospital to some of the country's largest health systems, and they represent both rural and urban areas. Together they cared for more than 450,000 patients admitted to hospitals across the United States in 2014. They were able to improve VTE prevention within their institutions and organizations by implementing successful and sustainable VTE prevention strategies such as engaging teams of different healthcare experts to support and promote prevention activities, informing patients and providers about the need for and benefits of VTE prevention, and using technology (such as electronic risk assessment and clinical decision support tools and alerts) to ensure that all patients are assessed for their risk for VTE and bleeding. These tools also help ensure that patients, when appropriate, are provided with and use appropriate prevention measures for their level of risk. Moreover, they provided real‐time feedback, scorecards, and dashboards for providers and organizations to monitor performance and identify areas for improvement.

The CDC and the Agency for Healthcare Research and Quality (AHRQ) are partnering to disseminate and promote these best practices. In addition to this challenge, the CDC, AHRQ and the Joint Commission Center for Transforming Healthcare are working on activities and programs dedicated to improving prevention of HA‐VTE. These are summarized below.

AGENCY FOR HEALTHCARE RESEARCH AND QUALITY

The AHRQ works to reduce the incidence of VTE among patients at risk of developing the condition by conducting research and providing support for quality‐improvement efforts. In 2008, AHRQ published an evidence‐based resource for prevention of VTE based on quality‐improvement principles that were successfully applied by the University of California, San Diego Medical Center, and Emory University Hospitals in an AHRQ‐funded research project. This resource, Preventing Hospital‐Acquired Venous Thromboembolism: A Guide for Effective Quality Improvement, was updated in 2014 and is available at http://www.ahrq.gov/professionals/quality‐patient‐safety/patient‐safety‐resources/resources/vtguide/emndex.html. The guide is intended to assist quality‐improvement practitioners who wish to improve prevention of HA‐VTE in their own organizations.

Since its original release, hospital quality‐improvement teams have used the guide to close the gap between available evidence about how to prevent VTE and successful implementation of that knowledge so that hospitals can improve care as effectively and efficiently as possible. The guide includes examples of risk assessment methodologies and evaluation metrics along with other key elements that help front‐line providers establish or enhance VTE prevention programs.

AHRQ maintains an active patient safety program that spans a wide range of patient safety problems including VTE that is aimed at making healthcare safer. The AHRQ works with many different healthcare stakeholders to (1) better understand threats to patient safety and (2) develop and refine strategies that put this knowledge to work to prevent patient harm. For example, the AHRQ provides extramural research grants to investigators studying new methods of identifying patients at risk for VTE and ways to improve VTE prophylaxis in hospital patients undergoing medical treatment and surgical procedures.

In addition to a collaborative partnership with the CDC on the 2015 Healthcare‐Associated VTE Prevention Challenge, the AHRQ also partners with other federal agencies and is an active contributor to the Department of Health and Human Services National Action Plan for Adverse Drug Event Prevention. The plan outlines opportunities to advance patient safety through the prevention of adverse drug events and the promotion of medication safety among 3 drug classes including anticoagulants, a key component for VTE prevention. Patients and their families are critically important partners for improving patient safety, and the significant potential for their impact is represented by the AHRQ tools and resources such as an information video and guide for patients about the safe use of blood thinners (http://www.ahrq.gov/patients‐consumers/diagnosis‐treatment/treatments/btpills/btpills.html).

THE JOINT COMMISSION CENTER FOR TRANSFORMING HEALTHCARE

The Joint Commission Center for Transforming Healthcare commenced the Preventing Venous Thromboembolism project in October 2014, with 5 participating hospitals and health centers in collaboration with the CDC. The hospitals and health centers participating on this project include: Cleveland Clinic, The Johns Hopkins Hospital, Kaiser Permanente South Bay Medical Center, Massachusetts General Hospital, and Texas Health Resources.

Often, VTE risk factors are not consistently assessed across all hospital patients, and there is much variation to the selection of appropriate mechanical and/or pharmacological prophylaxis. In addition, the current accepted guidelines are not implemented consistently across hospitals. VTE rates can be reduced with accurate risk assessment and appropriate utilization of pharmacological and/or mechanical prophylaxis. However, there are multiple barriers to consistent, successful implementation of preventative measures. During the first year of this project, the participants utilized Robust Process Improvement, a fact‐based, systematic, and data‐driven problem‐solving methodology that incorporates tools and concepts from Lean, Six Sigma, and change management, to assist them in identifying the root causes and barriers to preventing VTE in at‐risk patients.

Aggregate preliminary findings show that some of the contributing factors to VTE prevention included issues with staff attitudes and beliefs, staff and patient education, risk assessments, order sets, ineffective mechanical and pharmacological prophylaxis, and patient refusal. The participating organizations are currently developing and implementing solutions targeted to their specific root causes. The solutions will be tested, validated, and then spread to other healthcare organizations. Project findings are tentatively scheduled for release in 2017.

The Joint Commission has been committed to preventing VTE for over a decade, beginning with the development of the VTE measures, which were the result of the National Consensus Standards for the Prevention and Care of Deep Vein Thrombosis project with the National Quality Forum that formally began in January 2005. In addition, The Joint Commission and Joint Commission Resources have also aimed to reduce harm and improve the quality of care for VTE patients through the Hospital Engagement Network collaborative, publications related to improving VTE patient safety, and research on improving transitions of care and discharge instructions for patients with VTE.

CENTERS FOR DISEASE CONTROL AND PREVENTION

The CDC's Division of Blood Disorders works to prevent VTE and to reduce sickness and death among those who develop VTE. The CDC's primary VTE activities focus on developing improved methods and innovative tools for monitoring and understanding VTE occurrence and the effectiveness of VTE prevention activities, conducting epidemiologic studies on the causes and outcomes of VTE and its complications, and working internally and with partners to develop and promote education and awareness materials to inform the public and healthcare providers about the importance of knowing VTE risk factors to improve prevention, and the importance of knowing the signs and symptoms of VTE to ensure early and accurate diagnosis and treatment of VTE. Recently, the CDC collaborated with the National Blood Clot Alliance, through their Stop the Clot, Spread the Word Campaign, to develop and promote prevention of VTE among hospitalized patients (https://www.stoptheclot.org/spreadtheword). To learn more about the CDC's VTE programs please visit http://www.cdc.gov/ncbddd/dvt/emndex.html.

The CDC, AHRQ, and The Joint Commission hope that readers will find the successes of the HA‐VTE Prevention Champions' initiatives informative and encouraging. They are examples of how any healthcare setting, from a small hospital to a large healthcare system, can implement approaches and tools to improve prevention of HA‐VTE.

Disclosures

The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention, the Agency for Healthcare Research and Quality, or the Joint Commission Center for Transforming Healthcare. The authors declare no conflicts of interest.

Venous thromboembolism (VTE), blood clots occurring as deep vein thrombosis, pulmonary embolism, or both, is an important and growing public health issue. The precise number of people affected by VTE is unknown; however, estimates suggest that up to 900,000 events resulting in as many as 100,000 premature deaths occur in the United States yearly with healthcare costs as high as $10 billion.[1, 2, 3] Although anyone can develop VTE, research has shown that half of VTE events occurring in the outpatient setting are directly linked to a recent hospitalization or surgery.[4] In patients with cancer, VTE is a leading cause of death after the cancer itself.[5, 6] Fortunately, many of these healthcare‐associated VTE (HA‐VTE) cases can be prevented. Recent analyses have shown that as many as 70% of HA‐VTE cases are preventable through appropriate prophylaxis,[7, 8, 9] yet reports suggest that fewer than half of hospital patients receive VTE prophylaxis in accordance with accepted evidence‐based guidelines.[10] Appropriate prevention of HA‐VTE can result in a significant reduction in overall VTE occurrence, thereby decreasing healthcare burden and unnecessary deaths.

In November 2015, the Centers for Disease Control and Prevention (CDC) released the Healthcare‐Associated VTE Prevention Challenge (http://www.cdc.gov/ncbddd/dvt/ha‐vte‐challenge.html) to identify, highlight, and reward hospitals, managed care organizations, and hospital networks that implemented innovative, effective, and sustainable strategies to prevent HA‐VTE.

This issue of the Journal of Hospital Medicine showcases the initiatives of several of the CDC's HA‐VTE prevention champions. These champions range from a small community hospital to some of the country's largest health systems, and they represent both rural and urban areas. Together they cared for more than 450,000 patients admitted to hospitals across the United States in 2014. They were able to improve VTE prevention within their institutions and organizations by implementing successful and sustainable VTE prevention strategies such as engaging teams of different healthcare experts to support and promote prevention activities, informing patients and providers about the need for and benefits of VTE prevention, and using technology (such as electronic risk assessment and clinical decision support tools and alerts) to ensure that all patients are assessed for their risk for VTE and bleeding. These tools also help ensure that patients, when appropriate, are provided with and use appropriate prevention measures for their level of risk. Moreover, they provided real‐time feedback, scorecards, and dashboards for providers and organizations to monitor performance and identify areas for improvement.

The CDC and the Agency for Healthcare Research and Quality (AHRQ) are partnering to disseminate and promote these best practices. In addition to this challenge, the CDC, AHRQ and the Joint Commission Center for Transforming Healthcare are working on activities and programs dedicated to improving prevention of HA‐VTE. These are summarized below.

AGENCY FOR HEALTHCARE RESEARCH AND QUALITY

The AHRQ works to reduce the incidence of VTE among patients at risk of developing the condition by conducting research and providing support for quality‐improvement efforts. In 2008, AHRQ published an evidence‐based resource for prevention of VTE based on quality‐improvement principles that were successfully applied by the University of California, San Diego Medical Center, and Emory University Hospitals in an AHRQ‐funded research project. This resource, Preventing Hospital‐Acquired Venous Thromboembolism: A Guide for Effective Quality Improvement, was updated in 2014 and is available at http://www.ahrq.gov/professionals/quality‐patient‐safety/patient‐safety‐resources/resources/vtguide/emndex.html. The guide is intended to assist quality‐improvement practitioners who wish to improve prevention of HA‐VTE in their own organizations.

Since its original release, hospital quality‐improvement teams have used the guide to close the gap between available evidence about how to prevent VTE and successful implementation of that knowledge so that hospitals can improve care as effectively and efficiently as possible. The guide includes examples of risk assessment methodologies and evaluation metrics along with other key elements that help front‐line providers establish or enhance VTE prevention programs.

AHRQ maintains an active patient safety program that spans a wide range of patient safety problems including VTE that is aimed at making healthcare safer. The AHRQ works with many different healthcare stakeholders to (1) better understand threats to patient safety and (2) develop and refine strategies that put this knowledge to work to prevent patient harm. For example, the AHRQ provides extramural research grants to investigators studying new methods of identifying patients at risk for VTE and ways to improve VTE prophylaxis in hospital patients undergoing medical treatment and surgical procedures.

In addition to a collaborative partnership with the CDC on the 2015 Healthcare‐Associated VTE Prevention Challenge, the AHRQ also partners with other federal agencies and is an active contributor to the Department of Health and Human Services National Action Plan for Adverse Drug Event Prevention. The plan outlines opportunities to advance patient safety through the prevention of adverse drug events and the promotion of medication safety among 3 drug classes including anticoagulants, a key component for VTE prevention. Patients and their families are critically important partners for improving patient safety, and the significant potential for their impact is represented by the AHRQ tools and resources such as an information video and guide for patients about the safe use of blood thinners (http://www.ahrq.gov/patients‐consumers/diagnosis‐treatment/treatments/btpills/btpills.html).

THE JOINT COMMISSION CENTER FOR TRANSFORMING HEALTHCARE

The Joint Commission Center for Transforming Healthcare commenced the Preventing Venous Thromboembolism project in October 2014, with 5 participating hospitals and health centers in collaboration with the CDC. The hospitals and health centers participating on this project include: Cleveland Clinic, The Johns Hopkins Hospital, Kaiser Permanente South Bay Medical Center, Massachusetts General Hospital, and Texas Health Resources.

Often, VTE risk factors are not consistently assessed across all hospital patients, and there is much variation to the selection of appropriate mechanical and/or pharmacological prophylaxis. In addition, the current accepted guidelines are not implemented consistently across hospitals. VTE rates can be reduced with accurate risk assessment and appropriate utilization of pharmacological and/or mechanical prophylaxis. However, there are multiple barriers to consistent, successful implementation of preventative measures. During the first year of this project, the participants utilized Robust Process Improvement, a fact‐based, systematic, and data‐driven problem‐solving methodology that incorporates tools and concepts from Lean, Six Sigma, and change management, to assist them in identifying the root causes and barriers to preventing VTE in at‐risk patients.

Aggregate preliminary findings show that some of the contributing factors to VTE prevention included issues with staff attitudes and beliefs, staff and patient education, risk assessments, order sets, ineffective mechanical and pharmacological prophylaxis, and patient refusal. The participating organizations are currently developing and implementing solutions targeted to their specific root causes. The solutions will be tested, validated, and then spread to other healthcare organizations. Project findings are tentatively scheduled for release in 2017.

The Joint Commission has been committed to preventing VTE for over a decade, beginning with the development of the VTE measures, which were the result of the National Consensus Standards for the Prevention and Care of Deep Vein Thrombosis project with the National Quality Forum that formally began in January 2005. In addition, The Joint Commission and Joint Commission Resources have also aimed to reduce harm and improve the quality of care for VTE patients through the Hospital Engagement Network collaborative, publications related to improving VTE patient safety, and research on improving transitions of care and discharge instructions for patients with VTE.

CENTERS FOR DISEASE CONTROL AND PREVENTION

The CDC's Division of Blood Disorders works to prevent VTE and to reduce sickness and death among those who develop VTE. The CDC's primary VTE activities focus on developing improved methods and innovative tools for monitoring and understanding VTE occurrence and the effectiveness of VTE prevention activities, conducting epidemiologic studies on the causes and outcomes of VTE and its complications, and working internally and with partners to develop and promote education and awareness materials to inform the public and healthcare providers about the importance of knowing VTE risk factors to improve prevention, and the importance of knowing the signs and symptoms of VTE to ensure early and accurate diagnosis and treatment of VTE. Recently, the CDC collaborated with the National Blood Clot Alliance, through their Stop the Clot, Spread the Word Campaign, to develop and promote prevention of VTE among hospitalized patients (https://www.stoptheclot.org/spreadtheword). To learn more about the CDC's VTE programs please visit http://www.cdc.gov/ncbddd/dvt/emndex.html.

The CDC, AHRQ, and The Joint Commission hope that readers will find the successes of the HA‐VTE Prevention Champions' initiatives informative and encouraging. They are examples of how any healthcare setting, from a small hospital to a large healthcare system, can implement approaches and tools to improve prevention of HA‐VTE.

Disclosures

The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention, the Agency for Healthcare Research and Quality, or the Joint Commission Center for Transforming Healthcare. The authors declare no conflicts of interest.

References
  1. U.S. Department of Health and Human Services, Office of the Surgeon General. The Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Rockville, MD: National Heart, Lung, and Blood Institute; 2008.
  2. Beckman MG, Hooper WC, Critchley SE, Ortel TL. Venous thromboembolism: a public health concern. Am J Prev Med. 2010;38(4 suppl):S495S501.
  3. Raskob G, Silverstein R, Bratzler D, Heit J, White R. Surveillance for deep vein thrombosis and pulmonary embolism: recommendations from a national workshop. Am J Prev Med. 2010;38(4 suppl):S502S509.
  4. Spencer F, Lessard D, Emery C, Reed G, Goldberg R. Venous thromboembolism in the outpatient setting. Arch Intern Med. 2007;167(14):14711475.
  5. Connolly GC, Francis CW. Cancer‐associated thrombosis. Hematology Am Soc Hematol Educ Program. 2013;2013:684691.
  6. Khorana AA. Cancer‐associated thrombosis: updates and controversies. Hematology Am Soc Hematol Educ Program. 2012;2012:626630.
  7. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  8. Mitchell JD, Collen JF, Petteys S, Holley AB. A simple reminder system improves venous thromboembolism prophylaxis rates and reduces thrombotic events for hospitalized patients. J Thromb Haemost. 2012;10:236243.
  9. Lau BD, Haut ER. Practices to prevent venous thromboembolism: a brief review. BMJ Qual Saf. 2014;23:187195.
  10. Kahn S, Morrison D, Cohen J, et al. Interventions for implementation of thromboprophylaxis in hospitalized medical and surgical patients at risk for venous thromboembolism. Cochrane Database Syst Rev. 2013;7:CD008201.
References
  1. U.S. Department of Health and Human Services, Office of the Surgeon General. The Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Rockville, MD: National Heart, Lung, and Blood Institute; 2008.
  2. Beckman MG, Hooper WC, Critchley SE, Ortel TL. Venous thromboembolism: a public health concern. Am J Prev Med. 2010;38(4 suppl):S495S501.
  3. Raskob G, Silverstein R, Bratzler D, Heit J, White R. Surveillance for deep vein thrombosis and pulmonary embolism: recommendations from a national workshop. Am J Prev Med. 2010;38(4 suppl):S502S509.
  4. Spencer F, Lessard D, Emery C, Reed G, Goldberg R. Venous thromboembolism in the outpatient setting. Arch Intern Med. 2007;167(14):14711475.
  5. Connolly GC, Francis CW. Cancer‐associated thrombosis. Hematology Am Soc Hematol Educ Program. 2013;2013:684691.
  6. Khorana AA. Cancer‐associated thrombosis: updates and controversies. Hematology Am Soc Hematol Educ Program. 2012;2012:626630.
  7. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88:545549.
  8. Mitchell JD, Collen JF, Petteys S, Holley AB. A simple reminder system improves venous thromboembolism prophylaxis rates and reduces thrombotic events for hospitalized patients. J Thromb Haemost. 2012;10:236243.
  9. Lau BD, Haut ER. Practices to prevent venous thromboembolism: a brief review. BMJ Qual Saf. 2014;23:187195.
  10. Kahn S, Morrison D, Cohen J, et al. Interventions for implementation of thromboprophylaxis in hospitalized medical and surgical patients at risk for venous thromboembolism. Cochrane Database Syst Rev. 2013;7:CD008201.
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Address for correspondence and reprint requests: Michele G. Beckman, Division of Blood Disorders, Centers for Disease Control and Prevention, 4770 Buford Highway, MS E‐64, Chamblee, GA 30341; Telephone: 404‐498‐6474; Fax: 770‐488‐0068; E‐mail: [email protected]
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The Johns Hopkins Venous Thromboembolism Collaborative: Multidisciplinary team approach to achieve perfect prophylaxis

Venous thromboembolism (VTE), which encompasses deep venous thrombosis and pulmonary embolism, is an important cause of preventable morbidity and mortality.[1] Each year it is estimated as many as 600,000 American's suffer VTE and as many as 100,000 die.[2] Consequently, patient safety and healthcare quality, accrediting organizations such as The Joint Commission, and federal agencies such as the Centers for Disease Control and Prevention and Agency for Healthcare Research and Quality (AHRQ) have made VTE prevention a priority.[3, 4, 5]

Despite widespread recognition that VTE prophylaxis is an important patient safety measure, poor performance is common. The ENDORSE (Epidemiologic International Day for the Evaluation of Patients at Risk for Venous Thromboembolism in the Acute Hospital Care Setting) study of over 68,000 hospitalized patients in 32 countries noted only 58.5% of surgical patients and 39.5% medical patients received American College of Chest Physicians (ACCP) guideline‐appropriate VTE prophylaxis.[6] In 2005, an audit of the surgical services at The Johns Hopkins Hospital found that only 33% of 322 randomly selected patients were prescribed prophylaxis consistent with the ACCP guidelines.

Achieving defect‐free VTE prevention requires attention to each step in the process: (1) assessment of both VTE and bleeding risk, (2) prescription of risk‐appropriate VTE prophylaxis, and (3) administration of risk‐appropriate VTE prophylaxis. In 2005, to improve our VTE prevention performance at Johns Hopkins Hospital, the Center for Innovations organized a VTE Collaborative of 2 physicians, 1 nurse, and 1 pharmacist dedicated to VTE quality improvement. Since then, the group has grown dramatically, adding a clinical informatics expert and numerous other members and coming under the auspices of The Armstrong Institute for Patient Safety. Recognizing that many, though not all, VTEs are potentially preventable,[7, 8] the mission of the Johns Hopkins VTE Collaborative is to ensure that all hospitalized patients receive risk‐appropriate, best‐practice VTE prophylaxis. This article chronicles the innovative strategies that the Johns Hopkins VTE Collaborative has employed over the past decade to improve our hospital's performance in VTE prevention (Table 1).

Johns Hopkins Venous Thromboembolism Collaborative Innovations in VTE Prevention
  • NOTE: Abbreviations: VTE, venous thromboembolism.

Strategies to improve VTE prophylaxis ordering
Paper‐based patient risk assessment forms (before computer order entry)
Mandatory evidence‐based specialty‐specific computer clinical decision support smart order sets
Group data and competitions
1‐on‐1 provider feedback
Pay for performance
Individualized feedback with resident scorecards
Strategies to improve VTE prophylaxis administration
Identification of missed doses as a major contributor to preventable VTE
Identification of physician, nurse and patient contributors to missed doses
Collaboration with patients to create patient‐centered educational materials
Novel web‐based module for nursing education
Real‐time missed doses alert
Targeted 1‐on‐1 patient education

ENSURING EVERY PATIENT IS PRESCRIBED RISK‐APPROPRIATE PROPHYLAXIS

With the support of hospital leadership, the VTE Collaborative held a series of events in 2005 with medical and surgical providers to review the current evidence supporting VTE prophylaxis and achieve consensus on appropriate practice based upon the 2004 ACCP VTE Prophylaxis Guideline. The result was the development of 5 evidence‐based, paper VTE prophylaxis order sets that guided the ordering provider on the assessment of VTE and bleeding risk and facilitated the selection of risk‐appropriate VTE prophylaxis. Because there were no validated VTE or bleeding risk assessment tools at the time we developed our order sets, we used specialty‐specific VTE risk factors derived from the 2004 ACCP Guideline. To identify patients inappropriate for pharmacologic prophylaxis, we used exclusion criteria derived from contemporary randomized clinical trials of pharmacologic prophylaxis in the target populations (ie, active bleeding, abnormal activated partial thromboplastin time not due to a lupus inhibitor) or mutually agreed upon thresholds after discussion with individual provider groups (platelet count <50,000/L). On the Johns Hopkins Hospital inpatient acute rehabilitation unit, introduction of the paper order sets increased adherence with ACCP guidelines from 27% to 98% (P < 0.0001) and reduced symptomatic VTE from 49 per 1000 admissions to 8 per 1000 admissions (P = 0.0001).[9] This study demonstrated that paper order sets used consistently by a dedicated group of providers can result in sustained improvements in practice. Paper order sets remain a low‐tech, easy‐to‐implement strategy that can be applied in any healthcare setting. Other services also saw improvements in risk‐appropriate prophylaxis prescription. In a follow‐up cross‐sectional analysis of the surgical services at Johns Hopkins, we found that appropriate VTE prophylaxis prescription improved from 33% to 62% in a sample of 226 patients. Unfortunately, paper order sets had several disadvantages including (1) the inherent difficulty of making them a mandatory part of the admission or transfer process, (2) their existence outside the usual clinical workflow, and (3) the labor‐ and time‐intensive data collection that made it difficult to provide credible, timely performance reports to providers and leadership.

These disadvantages and our adoption of a computerized provider order entry system prompted us to pursue the development and implementation of mandatory, evidence‐based, specialty‐specific computerized clinical decision support (CCDS) VTE prophylaxis order sets. Using the Translating Research Into Practice approach to quality improvement,[10] we collaborated with providers to design 16 different evidence‐based specialty‐specific CCDS VTE order sets. These CCDS VTE order sets, which are imbedded in the specialty‐specific admission and transfer order sets, assist providers in assessing patients' VTE and bleeding risk factors and provide evidence‐based risk‐appropriate VTE prophylaxis (see Supporting Figure 1 in the online version of this article). Individual patient data are saved in an administrative database and can be easily aggregated for research analyses and quality improvement/performance reporting. A detailed discussion of our strategy for change is discussed in Streiff et al.[11] Because pharmacologic prophylaxis is not appropriate for every patient, and not all VTE are preventable, even with perfect prophylaxis, the goals of our collaborative are to ensure that every patient is ordered VTE prophylaxis consistent with their risk profile (risk‐appropriate prophylaxis) and to eliminate preventable episodes of VTE (VTE that occurs in the setting of suboptimal prophylaxis). In a prepost quasi‐experimental study of 1599 trauma patients, the CCDS VTE order set increased risk‐appropriate prophylaxis prescription from 66.2% to 84.4% (P < .001) and reduced the incidence of potentially preventable harm from VTE from 1% to 0.17% (P = 0.04) (Figure 1).[12] On the medical service, the CCDS VTE order set improved risk‐appropriate VTE prophylaxis prescription from 65.6% to 90.1% (P < 0.0001) and reduced the incidence of potentially preventable harm attributable to VTE from 1.1% to 0% (P = 0.001). There was no increase in major bleeding (International Society of Thrombosis and Hemostasis definition: hemoglobin decline of 2 grams/dL or transfusion of 2 or more units of blood or bleeding into a critical organ such as brain, gastrointestinal tract, or eye) postorder set implementation (0.3% vs 0.1%, P = 0.625) or all‐cause mortality (1.3% vs 2.0%, P = 0.285).[13]

Figure 1
The trauma CCDS order set increased prescription of risk appropriate VTE prophylaxis. Simultaneously, the order set led to a nonsignificant reduction in all symptomatic VTE and a significant reduction in preventable episodes of VTE (VTE that occur in the setting of suboptimal prophylaxis [ie, preventable harm]. Abbreviations: CCDS, Computerized Clinical Decision Support; VTE, venous thromboembolism.

These order sets demonstrated that CCDS tools can lead to significant improvements in prescribing practices and reductions in preventable harm from VTE without increasing the risk of major bleeding complications. In addition to improving the quality of care, the order sets also improved the consistency of care. In a retrospective analysis, we found that implementation of CCDS VTE order sets eliminated racial disparities in prescribing practices. In the preimplementation group, risk‐appropriate VTE prophylaxis was prescribed for 70.1% of black patients and 56.6% of white patients on the trauma service (P = 0.025) and 69.5% of black patients and 61.7% of white patients on the medical service (P = 0.015). After implementation of the CCDS VTE order sets, care improved for all patients such that the previously observed disparities were eliminated (trauma service 84.5% vs 85.5%, P = 0.99 and medical service 91.8% vs 88.0%, P = 0.082).[14] These data indicate that standardizing care can potentially eliminate disparities in clinical practice.

Although implementation of mandatory evidence‐based, specialty‐specific CDSS VTE order sets led to substantial improvements in VTE prophylaxis ordering, high performance was not uniform across our institution. On the medical service, substantial disparities in adherence to order set recommendations existed. On the housestaff services, over 90% of patients consistently received risk‐appropriate VTE prophylaxis compared with only 85% on the hospitalist service. Examination of individual provider performance found that some providers only ordered risk‐appropriate prophylaxis 50% of the time, whereas others were doing so 98% of the time. To address this disparity, we conducted a retrospective analysis of a prospective performance improvement project conducted on the Johns Hopkins Hospitalist service studying the impact of individualized hospitalist attending feedback on VTE prevention practices. During the preintervention period (January 2009December 2010), guideline‐adherent VTE prophylaxis was ordered for 86% (95% confidence interval [CI]: 85%‐88%) of patients. Six months after initiation of direct face‐to‐face provider feedback (January 2011June 2011), guideline‐adherent VTE prophylaxis rates rose to 90% (95% CI: 88‐93). Subsequently (July 2011December 2012), a pay‐for‐performance (P4P) initiative was added to direct face‐to‐face provider feedback. During the P4P initiative, provider incentive per relative value unit (RVU) was progressively increased with increasing performance on provision of risk‐appropriate VTE prophylaxis (adherence <80% = no bonus to $0.50 per RVU for adherence 95%). During this period, prescription of guideline‐adherent prophylaxis rose to 94% (95% CI: 93%‐96%).[15] These initiatives transformed the hospitalist unit from a consistently low‐performance unit to a high‐performance unit.

Similar findings were noted on the trauma service. Although the original plan was to provide feedback to attending trauma surgeons, that plan changed when we found that performance was driven entirely by resident practice; residents write the VTE prophylaxis orders, which is then attributed to attending performance. Resident performance varied widely; 42 of 75 (56%) residents on the trauma service ordered risk‐appropriate prophylaxis for 100% of their patients. In contrast, 7 (9.3%) residents never ordered optimal prophylaxis for any of their patients.[16] To motivate all residents to prescribe optimal prophylaxis, we developed an individualized resident VTE prophylaxis scorecard (Figure 2). This prospective cohort study of 2420 patients and 49 general surgery residents compared resident VTE prophylaxis performance on the general surgery service during 3 periods: period 1 (baseline, July 2013September 2013), period 2 (surgery resident scorecard, October 2013December 2013), period 3 (resident scorecard plus individualized 1‐on‐1 coaching, January 2014March 2014). At baseline, 89.4% of patients were prescribed appropriate VTE prophylaxis, and only 45% of residents prescribed risk‐appropriate prophylaxis for all their patients. During the scorecard period, 95.4% of patients were prescribed risk‐appropriate VTE prophylaxis (P < 0.001). During the scorecard plus coaching period, risk‐appropriate prophylaxis rose to 96.4%. These prescribing practice changes were durable. During the 15 months prior to issuing scorecards, 88.0% of patients (3718/4226) were prescribed risk‐appropriate prophylaxis. After implementation, 95.8% of patients (3799/3966) were prescribed risk‐appropriate prophylaxis (P < 0.001) (see Supporting Figure 2 in the online version of this article). During the baseline period, 7 of 865 patients (0.81%) had a VTE during their hospital stay, of which 3 (0.35%) were potentially preventable. In contrast, none of the 3 of 784 patients who suffered VTE during the postimplementation period had a potentially preventable event (0.35% vs 0%, P = 0.046).[17] These studies demonstrate that providing physicians with their own specific data can be a powerful tool for performance improvement that may be applicable to many other quality and safety measures. Our group recently received funding from the AHRQ to scale this work to other residents, nurse practitioners, physician assistants, and attending physicians (1R01HS024547, Individualized Performance Feedback on Venous Thromboembolism Prevention Practice).

Figure 2
A spreadsheet listing the percentage of VTE prophylaxis orders written by individual surgical residents that were risk appropriate for the months of September 2013 (baseline), October 2013, and November 2013 (first and second months of feedback) shows a significant improvement in prescription of risk‐appropriate VTE prophylaxis. Abbreviations: VTE, venous thromboembolism.

IMPROVING VTE PROPHYLAXIS ADMINISTRATION

Ordering VTE prophylaxis does not ensure its administration. We conducted a retrospective review of electronic administration records of 10,526 consecutive patients admitted over a 7‐month period at The Johns Hopkins Hospital. Twelve percent of the over 100,000 ordered doses of VTE prophylaxis were not administered, and the proportion of nonadministered doses on individual floors varied 5‐fold from 5.4% to 26.9%. The proportion of nonadministered doses was significantly higher on medical floors compared with all other services (17.5% vs 8.1%, odds ratio [OR]: 2.1 [95% CI: 2.0‐2.2]). Patient or family member refusal was the most common cause for nonadministered doses of VTE prophylaxis accounting for 59% of all missed doses. Eight percent of patients missed more than half their prescribed doses, and 5% of patients missed over 75% of ordered doses of VTE prophylaxis. Consistent with the Pareto principle, over 80% of the missed doses of prophylaxis were accounted for by just 20% of the patients.[18] A retrospective analysis of hospital‐acquired VTE at Johns Hopkins found that 39% of events occurred in patients who missed 1 or more doses of appropriate VTE prophylaxis.[19] Louis et al. noted that nonadministration of 1 dose of VTE prophylaxis was associated with a significant increase in risk for hospital acquired VTE.[20] These data indicate the need for more aggressive interventions to reduce missed doses to improve VTE prevention.

To fully understand the root causes of VTE prophylaxis non‐administration, we conducted a series of studies examining each of the participants in the VTE prevention care pathway, physicians, nurses, and patients. In a survey of 122 resident physicians, we found significant differences in clinical practice between medicine and surgery residents. Medicine residents were more likely to believe that VTE prophylaxis was overprescribed, and that it was appropriate for nurses to make judgement calls about whether patients needed the prophylaxis that was prescribed.[21] In a mixed methods study that included a written survey and qualitative observations of nursing practice, we found that some nurses presented pharmacologic VTE prophylaxis injections as optional to patients. Furthermore, nurses on units where nonadministration was higher were more likely to believe that VTE prophylaxis was prescribed for patients unnecessarily, and that they could use their clinical judgement to determine when it was appropriate to omit doses of pharmacologic prophylaxis.[22] Our team also examined patient preferences in regard to VTE prophylaxis. In a survey of 227 consecutive medical and surgical inpatients, we found that 60% of patients would prefer an oral route of administration if available. Patients with a preference for a parenteral route of administration (27.5%) were less likely to refuse prophylaxis (37.5% vs 51.3%, P < 0.0001).[23] These findings underscore the fact that unit culture, nursing attitudes and beliefs, and patient preferences have an important influence on medication administration, and that nursepatient communication is an important target for modifying adherence.

PATIENT‐CENTERED APPROACHES TO IMPROVE VTE PROPHYLAXIS ADMINISTRATION

To address nurse‐ and patient‐related factors that influence VTE prophylaxis administration, we applied for and received a Patient Centered Outcomes Research Institute contract to develop patient‐centered interventions to engage and empower patients to take an active role in their preventive care. To achieve these aims, we partnered with 3 national patient advocacy organizations, the National Blood Clot Alliance, the North American Thrombosis Forum, and ClotCare, as well as our local Johns Hopkins Patient and Family Advisory Council. Using a modified Delphi method, we engaged patient stakeholders from the 4 collaborating organizations to build consensus on patient‐centered VTE education methods. Input from this Delphi assessment was used to build educational materials including paper brochures published in 8 different languages and a 10‐minute educational video filmed by an Oscar‐winning documentary director featuring both clinicians and patients relating their VTE experience and the importance of VTE prevention.[24] These educational materials are available for public use (http://www.hopkinsmedicine.org/armstrong_institute/emmprovement_projects/VTE/) and are being used in a trial of a patient‐centered intervention bundle to reduce rates of VTE prophylaxis nonadministration. We also conducted a cluster‐randomized trial to compare different approaches to nurse education (https://clinicaltrials.gov/ct2/show/NCT02301793).

ENGAGING TRAINEES IN MULTIDISCIPLINARY PATIENT SAFETY/QUALITY IMPROVEMENT INITIATIVES

Trainees from many healthcare‐related disciplines have played a critical role in our quest to improve VTE prevention. Over the past 10 years, we have mentored countless medical students, public health graduate students, nursing students, residents, and postdoctoral fellows in research projects that have resulted in numerous high‐quality publications. Trainees have helped to dispel staff concerns about patient falls in connection of intermittent pneumatic compression devices,[25] identify the weaknesses of current publicly reported VTE measures,[26, 27, 28, 29] identify opportunities to improve VTE prevention practices within clinical specialties,[30, 31, 32] define the role of surveillance bias in VTE outcomes reporting,[33, 34, 35] discover and fully explore the important problem of missed doses of VTE prophylaxis,[18, 21, 22, 23, 36] and summarize knowledge about VTE prevention via systematic reviews and meta‐analyses.[37, 38, 39] These collaborations have been a classic win‐win. The mentees learn critical skills while growing their curriculum vitae with contributions to the literature, allowing them to progress in their careers (ie, obtain a residency match, faculty positions). The faculty have leveraged this work to obtain over $3 million in extramural funding to develop interventions to study and improve the quality of VTE preventive care for hospitalized patients.

In healthcare, we have not yet achieved defect‐free VTE prevention; however, we have a better understanding of the path to accomplishing this goal. In this article we describe our goal of zero harm from VTE and our learning journey to realize that goal. Although the journey never ends, a critical ingredient to the success of our program has been the multidisciplinary nature of our VTE collaborative team. The combination of expertise from medicine, surgery, nursing, pharmacy, clinical informatics, and public health has facilitated the development of innovative strategies to improve VTE prevention that integrate seamlessly into clinical workflow. The approach used for VTE can be applied to eliminate other types of harms.

Disclosures

Mr. Lau, Dr. Streiff, and Dr. Haut are supported by a grant from the Agency for Healthcare Research and Quality (1R01HS024547) titled Individualized Performance Feedback on Venous Thromboembolism Prevention Practice and a contract from the Patient‐Centered Outcomes Research Institute titled Preventing Venous Thromboembolism: Empowering Patients and Enabling Patient‐Centered Care via Health Information Technology (CE‐12‐11‐4489). Mr. Lau is supported by the Institute for Excellence in Education Berkheimer Faculty Education Scholar Grant and a contract (AD‐1306‐03980) from the Patient‐Centered Outcomes Research Institute titled Patient Centered Approaches to Collect Sexual Orientation/Gender Identity Information in the Emergency Department. Ms. Hobson has given expert witness testimony in various medical malpractice cases. Dr. Streiff has received research funding from Portola and Janssen; consulted for Bio2Medical, CSL Behring, Merck, and Janssen HealthCare; and has given expert witness testimony in various medical malpractice cases. Dr. Haut receives royalties from Lippincott, Williams, and Wilkins for a book titled Avoiding Common ICU Errors. Dr. Haut is a paid consultant and speaker for the Preventing Avoidable Venous ThromboembolismEvery Patient, Every Time VHA/Vizient IMPERATIV Advantage Performance Improvement Collaborative. Dr. Haut is a paid consultant and speaker for the Illinois Surgical Quality Improvement Collaborative. All other authors report no disclosures.

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References
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  4. Shekelle PG, Pronovost PJ, Wachter RM, et al. The top patient safety strategies that can be encouraged for adoption now. Ann Intern Med. 2013;158:365368.
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  7. Streiff MB, Haut ER. The CMS ruling on venous thromboembolism after total knee or hip arthroplasty: weighing risks and benefits. JAMA. 2009;301:10631065.
  8. Lau BD, Haut ER, Hobson DB, et al. ICD‐9 code‐based venous thromboembolism performance targets fail to measure up. Am J Med Qual. 2016;31(5):448453.
  9. Mayer RS, Streiff MB, Hobson DB, Halpert DE, Berenholtz SM. Evidence‐based venous thromboembolism prophylaxis is associated with a six‐fold decrease in numbers of symptomatic venous thromboembolisms in rehabilitation inpatients. PM R. 2011;3:11111115.e1.
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Venous thromboembolism (VTE), which encompasses deep venous thrombosis and pulmonary embolism, is an important cause of preventable morbidity and mortality.[1] Each year it is estimated as many as 600,000 American's suffer VTE and as many as 100,000 die.[2] Consequently, patient safety and healthcare quality, accrediting organizations such as The Joint Commission, and federal agencies such as the Centers for Disease Control and Prevention and Agency for Healthcare Research and Quality (AHRQ) have made VTE prevention a priority.[3, 4, 5]

Despite widespread recognition that VTE prophylaxis is an important patient safety measure, poor performance is common. The ENDORSE (Epidemiologic International Day for the Evaluation of Patients at Risk for Venous Thromboembolism in the Acute Hospital Care Setting) study of over 68,000 hospitalized patients in 32 countries noted only 58.5% of surgical patients and 39.5% medical patients received American College of Chest Physicians (ACCP) guideline‐appropriate VTE prophylaxis.[6] In 2005, an audit of the surgical services at The Johns Hopkins Hospital found that only 33% of 322 randomly selected patients were prescribed prophylaxis consistent with the ACCP guidelines.

Achieving defect‐free VTE prevention requires attention to each step in the process: (1) assessment of both VTE and bleeding risk, (2) prescription of risk‐appropriate VTE prophylaxis, and (3) administration of risk‐appropriate VTE prophylaxis. In 2005, to improve our VTE prevention performance at Johns Hopkins Hospital, the Center for Innovations organized a VTE Collaborative of 2 physicians, 1 nurse, and 1 pharmacist dedicated to VTE quality improvement. Since then, the group has grown dramatically, adding a clinical informatics expert and numerous other members and coming under the auspices of The Armstrong Institute for Patient Safety. Recognizing that many, though not all, VTEs are potentially preventable,[7, 8] the mission of the Johns Hopkins VTE Collaborative is to ensure that all hospitalized patients receive risk‐appropriate, best‐practice VTE prophylaxis. This article chronicles the innovative strategies that the Johns Hopkins VTE Collaborative has employed over the past decade to improve our hospital's performance in VTE prevention (Table 1).

Johns Hopkins Venous Thromboembolism Collaborative Innovations in VTE Prevention
  • NOTE: Abbreviations: VTE, venous thromboembolism.

Strategies to improve VTE prophylaxis ordering
Paper‐based patient risk assessment forms (before computer order entry)
Mandatory evidence‐based specialty‐specific computer clinical decision support smart order sets
Group data and competitions
1‐on‐1 provider feedback
Pay for performance
Individualized feedback with resident scorecards
Strategies to improve VTE prophylaxis administration
Identification of missed doses as a major contributor to preventable VTE
Identification of physician, nurse and patient contributors to missed doses
Collaboration with patients to create patient‐centered educational materials
Novel web‐based module for nursing education
Real‐time missed doses alert
Targeted 1‐on‐1 patient education

ENSURING EVERY PATIENT IS PRESCRIBED RISK‐APPROPRIATE PROPHYLAXIS

With the support of hospital leadership, the VTE Collaborative held a series of events in 2005 with medical and surgical providers to review the current evidence supporting VTE prophylaxis and achieve consensus on appropriate practice based upon the 2004 ACCP VTE Prophylaxis Guideline. The result was the development of 5 evidence‐based, paper VTE prophylaxis order sets that guided the ordering provider on the assessment of VTE and bleeding risk and facilitated the selection of risk‐appropriate VTE prophylaxis. Because there were no validated VTE or bleeding risk assessment tools at the time we developed our order sets, we used specialty‐specific VTE risk factors derived from the 2004 ACCP Guideline. To identify patients inappropriate for pharmacologic prophylaxis, we used exclusion criteria derived from contemporary randomized clinical trials of pharmacologic prophylaxis in the target populations (ie, active bleeding, abnormal activated partial thromboplastin time not due to a lupus inhibitor) or mutually agreed upon thresholds after discussion with individual provider groups (platelet count <50,000/L). On the Johns Hopkins Hospital inpatient acute rehabilitation unit, introduction of the paper order sets increased adherence with ACCP guidelines from 27% to 98% (P < 0.0001) and reduced symptomatic VTE from 49 per 1000 admissions to 8 per 1000 admissions (P = 0.0001).[9] This study demonstrated that paper order sets used consistently by a dedicated group of providers can result in sustained improvements in practice. Paper order sets remain a low‐tech, easy‐to‐implement strategy that can be applied in any healthcare setting. Other services also saw improvements in risk‐appropriate prophylaxis prescription. In a follow‐up cross‐sectional analysis of the surgical services at Johns Hopkins, we found that appropriate VTE prophylaxis prescription improved from 33% to 62% in a sample of 226 patients. Unfortunately, paper order sets had several disadvantages including (1) the inherent difficulty of making them a mandatory part of the admission or transfer process, (2) their existence outside the usual clinical workflow, and (3) the labor‐ and time‐intensive data collection that made it difficult to provide credible, timely performance reports to providers and leadership.

These disadvantages and our adoption of a computerized provider order entry system prompted us to pursue the development and implementation of mandatory, evidence‐based, specialty‐specific computerized clinical decision support (CCDS) VTE prophylaxis order sets. Using the Translating Research Into Practice approach to quality improvement,[10] we collaborated with providers to design 16 different evidence‐based specialty‐specific CCDS VTE order sets. These CCDS VTE order sets, which are imbedded in the specialty‐specific admission and transfer order sets, assist providers in assessing patients' VTE and bleeding risk factors and provide evidence‐based risk‐appropriate VTE prophylaxis (see Supporting Figure 1 in the online version of this article). Individual patient data are saved in an administrative database and can be easily aggregated for research analyses and quality improvement/performance reporting. A detailed discussion of our strategy for change is discussed in Streiff et al.[11] Because pharmacologic prophylaxis is not appropriate for every patient, and not all VTE are preventable, even with perfect prophylaxis, the goals of our collaborative are to ensure that every patient is ordered VTE prophylaxis consistent with their risk profile (risk‐appropriate prophylaxis) and to eliminate preventable episodes of VTE (VTE that occurs in the setting of suboptimal prophylaxis). In a prepost quasi‐experimental study of 1599 trauma patients, the CCDS VTE order set increased risk‐appropriate prophylaxis prescription from 66.2% to 84.4% (P < .001) and reduced the incidence of potentially preventable harm from VTE from 1% to 0.17% (P = 0.04) (Figure 1).[12] On the medical service, the CCDS VTE order set improved risk‐appropriate VTE prophylaxis prescription from 65.6% to 90.1% (P < 0.0001) and reduced the incidence of potentially preventable harm attributable to VTE from 1.1% to 0% (P = 0.001). There was no increase in major bleeding (International Society of Thrombosis and Hemostasis definition: hemoglobin decline of 2 grams/dL or transfusion of 2 or more units of blood or bleeding into a critical organ such as brain, gastrointestinal tract, or eye) postorder set implementation (0.3% vs 0.1%, P = 0.625) or all‐cause mortality (1.3% vs 2.0%, P = 0.285).[13]

Figure 1
The trauma CCDS order set increased prescription of risk appropriate VTE prophylaxis. Simultaneously, the order set led to a nonsignificant reduction in all symptomatic VTE and a significant reduction in preventable episodes of VTE (VTE that occur in the setting of suboptimal prophylaxis [ie, preventable harm]. Abbreviations: CCDS, Computerized Clinical Decision Support; VTE, venous thromboembolism.

These order sets demonstrated that CCDS tools can lead to significant improvements in prescribing practices and reductions in preventable harm from VTE without increasing the risk of major bleeding complications. In addition to improving the quality of care, the order sets also improved the consistency of care. In a retrospective analysis, we found that implementation of CCDS VTE order sets eliminated racial disparities in prescribing practices. In the preimplementation group, risk‐appropriate VTE prophylaxis was prescribed for 70.1% of black patients and 56.6% of white patients on the trauma service (P = 0.025) and 69.5% of black patients and 61.7% of white patients on the medical service (P = 0.015). After implementation of the CCDS VTE order sets, care improved for all patients such that the previously observed disparities were eliminated (trauma service 84.5% vs 85.5%, P = 0.99 and medical service 91.8% vs 88.0%, P = 0.082).[14] These data indicate that standardizing care can potentially eliminate disparities in clinical practice.

Although implementation of mandatory evidence‐based, specialty‐specific CDSS VTE order sets led to substantial improvements in VTE prophylaxis ordering, high performance was not uniform across our institution. On the medical service, substantial disparities in adherence to order set recommendations existed. On the housestaff services, over 90% of patients consistently received risk‐appropriate VTE prophylaxis compared with only 85% on the hospitalist service. Examination of individual provider performance found that some providers only ordered risk‐appropriate prophylaxis 50% of the time, whereas others were doing so 98% of the time. To address this disparity, we conducted a retrospective analysis of a prospective performance improvement project conducted on the Johns Hopkins Hospitalist service studying the impact of individualized hospitalist attending feedback on VTE prevention practices. During the preintervention period (January 2009December 2010), guideline‐adherent VTE prophylaxis was ordered for 86% (95% confidence interval [CI]: 85%‐88%) of patients. Six months after initiation of direct face‐to‐face provider feedback (January 2011June 2011), guideline‐adherent VTE prophylaxis rates rose to 90% (95% CI: 88‐93). Subsequently (July 2011December 2012), a pay‐for‐performance (P4P) initiative was added to direct face‐to‐face provider feedback. During the P4P initiative, provider incentive per relative value unit (RVU) was progressively increased with increasing performance on provision of risk‐appropriate VTE prophylaxis (adherence <80% = no bonus to $0.50 per RVU for adherence 95%). During this period, prescription of guideline‐adherent prophylaxis rose to 94% (95% CI: 93%‐96%).[15] These initiatives transformed the hospitalist unit from a consistently low‐performance unit to a high‐performance unit.

Similar findings were noted on the trauma service. Although the original plan was to provide feedback to attending trauma surgeons, that plan changed when we found that performance was driven entirely by resident practice; residents write the VTE prophylaxis orders, which is then attributed to attending performance. Resident performance varied widely; 42 of 75 (56%) residents on the trauma service ordered risk‐appropriate prophylaxis for 100% of their patients. In contrast, 7 (9.3%) residents never ordered optimal prophylaxis for any of their patients.[16] To motivate all residents to prescribe optimal prophylaxis, we developed an individualized resident VTE prophylaxis scorecard (Figure 2). This prospective cohort study of 2420 patients and 49 general surgery residents compared resident VTE prophylaxis performance on the general surgery service during 3 periods: period 1 (baseline, July 2013September 2013), period 2 (surgery resident scorecard, October 2013December 2013), period 3 (resident scorecard plus individualized 1‐on‐1 coaching, January 2014March 2014). At baseline, 89.4% of patients were prescribed appropriate VTE prophylaxis, and only 45% of residents prescribed risk‐appropriate prophylaxis for all their patients. During the scorecard period, 95.4% of patients were prescribed risk‐appropriate VTE prophylaxis (P < 0.001). During the scorecard plus coaching period, risk‐appropriate prophylaxis rose to 96.4%. These prescribing practice changes were durable. During the 15 months prior to issuing scorecards, 88.0% of patients (3718/4226) were prescribed risk‐appropriate prophylaxis. After implementation, 95.8% of patients (3799/3966) were prescribed risk‐appropriate prophylaxis (P < 0.001) (see Supporting Figure 2 in the online version of this article). During the baseline period, 7 of 865 patients (0.81%) had a VTE during their hospital stay, of which 3 (0.35%) were potentially preventable. In contrast, none of the 3 of 784 patients who suffered VTE during the postimplementation period had a potentially preventable event (0.35% vs 0%, P = 0.046).[17] These studies demonstrate that providing physicians with their own specific data can be a powerful tool for performance improvement that may be applicable to many other quality and safety measures. Our group recently received funding from the AHRQ to scale this work to other residents, nurse practitioners, physician assistants, and attending physicians (1R01HS024547, Individualized Performance Feedback on Venous Thromboembolism Prevention Practice).

Figure 2
A spreadsheet listing the percentage of VTE prophylaxis orders written by individual surgical residents that were risk appropriate for the months of September 2013 (baseline), October 2013, and November 2013 (first and second months of feedback) shows a significant improvement in prescription of risk‐appropriate VTE prophylaxis. Abbreviations: VTE, venous thromboembolism.

IMPROVING VTE PROPHYLAXIS ADMINISTRATION

Ordering VTE prophylaxis does not ensure its administration. We conducted a retrospective review of electronic administration records of 10,526 consecutive patients admitted over a 7‐month period at The Johns Hopkins Hospital. Twelve percent of the over 100,000 ordered doses of VTE prophylaxis were not administered, and the proportion of nonadministered doses on individual floors varied 5‐fold from 5.4% to 26.9%. The proportion of nonadministered doses was significantly higher on medical floors compared with all other services (17.5% vs 8.1%, odds ratio [OR]: 2.1 [95% CI: 2.0‐2.2]). Patient or family member refusal was the most common cause for nonadministered doses of VTE prophylaxis accounting for 59% of all missed doses. Eight percent of patients missed more than half their prescribed doses, and 5% of patients missed over 75% of ordered doses of VTE prophylaxis. Consistent with the Pareto principle, over 80% of the missed doses of prophylaxis were accounted for by just 20% of the patients.[18] A retrospective analysis of hospital‐acquired VTE at Johns Hopkins found that 39% of events occurred in patients who missed 1 or more doses of appropriate VTE prophylaxis.[19] Louis et al. noted that nonadministration of 1 dose of VTE prophylaxis was associated with a significant increase in risk for hospital acquired VTE.[20] These data indicate the need for more aggressive interventions to reduce missed doses to improve VTE prevention.

To fully understand the root causes of VTE prophylaxis non‐administration, we conducted a series of studies examining each of the participants in the VTE prevention care pathway, physicians, nurses, and patients. In a survey of 122 resident physicians, we found significant differences in clinical practice between medicine and surgery residents. Medicine residents were more likely to believe that VTE prophylaxis was overprescribed, and that it was appropriate for nurses to make judgement calls about whether patients needed the prophylaxis that was prescribed.[21] In a mixed methods study that included a written survey and qualitative observations of nursing practice, we found that some nurses presented pharmacologic VTE prophylaxis injections as optional to patients. Furthermore, nurses on units where nonadministration was higher were more likely to believe that VTE prophylaxis was prescribed for patients unnecessarily, and that they could use their clinical judgement to determine when it was appropriate to omit doses of pharmacologic prophylaxis.[22] Our team also examined patient preferences in regard to VTE prophylaxis. In a survey of 227 consecutive medical and surgical inpatients, we found that 60% of patients would prefer an oral route of administration if available. Patients with a preference for a parenteral route of administration (27.5%) were less likely to refuse prophylaxis (37.5% vs 51.3%, P < 0.0001).[23] These findings underscore the fact that unit culture, nursing attitudes and beliefs, and patient preferences have an important influence on medication administration, and that nursepatient communication is an important target for modifying adherence.

PATIENT‐CENTERED APPROACHES TO IMPROVE VTE PROPHYLAXIS ADMINISTRATION

To address nurse‐ and patient‐related factors that influence VTE prophylaxis administration, we applied for and received a Patient Centered Outcomes Research Institute contract to develop patient‐centered interventions to engage and empower patients to take an active role in their preventive care. To achieve these aims, we partnered with 3 national patient advocacy organizations, the National Blood Clot Alliance, the North American Thrombosis Forum, and ClotCare, as well as our local Johns Hopkins Patient and Family Advisory Council. Using a modified Delphi method, we engaged patient stakeholders from the 4 collaborating organizations to build consensus on patient‐centered VTE education methods. Input from this Delphi assessment was used to build educational materials including paper brochures published in 8 different languages and a 10‐minute educational video filmed by an Oscar‐winning documentary director featuring both clinicians and patients relating their VTE experience and the importance of VTE prevention.[24] These educational materials are available for public use (http://www.hopkinsmedicine.org/armstrong_institute/emmprovement_projects/VTE/) and are being used in a trial of a patient‐centered intervention bundle to reduce rates of VTE prophylaxis nonadministration. We also conducted a cluster‐randomized trial to compare different approaches to nurse education (https://clinicaltrials.gov/ct2/show/NCT02301793).

ENGAGING TRAINEES IN MULTIDISCIPLINARY PATIENT SAFETY/QUALITY IMPROVEMENT INITIATIVES

Trainees from many healthcare‐related disciplines have played a critical role in our quest to improve VTE prevention. Over the past 10 years, we have mentored countless medical students, public health graduate students, nursing students, residents, and postdoctoral fellows in research projects that have resulted in numerous high‐quality publications. Trainees have helped to dispel staff concerns about patient falls in connection of intermittent pneumatic compression devices,[25] identify the weaknesses of current publicly reported VTE measures,[26, 27, 28, 29] identify opportunities to improve VTE prevention practices within clinical specialties,[30, 31, 32] define the role of surveillance bias in VTE outcomes reporting,[33, 34, 35] discover and fully explore the important problem of missed doses of VTE prophylaxis,[18, 21, 22, 23, 36] and summarize knowledge about VTE prevention via systematic reviews and meta‐analyses.[37, 38, 39] These collaborations have been a classic win‐win. The mentees learn critical skills while growing their curriculum vitae with contributions to the literature, allowing them to progress in their careers (ie, obtain a residency match, faculty positions). The faculty have leveraged this work to obtain over $3 million in extramural funding to develop interventions to study and improve the quality of VTE preventive care for hospitalized patients.

In healthcare, we have not yet achieved defect‐free VTE prevention; however, we have a better understanding of the path to accomplishing this goal. In this article we describe our goal of zero harm from VTE and our learning journey to realize that goal. Although the journey never ends, a critical ingredient to the success of our program has been the multidisciplinary nature of our VTE collaborative team. The combination of expertise from medicine, surgery, nursing, pharmacy, clinical informatics, and public health has facilitated the development of innovative strategies to improve VTE prevention that integrate seamlessly into clinical workflow. The approach used for VTE can be applied to eliminate other types of harms.

Disclosures

Mr. Lau, Dr. Streiff, and Dr. Haut are supported by a grant from the Agency for Healthcare Research and Quality (1R01HS024547) titled Individualized Performance Feedback on Venous Thromboembolism Prevention Practice and a contract from the Patient‐Centered Outcomes Research Institute titled Preventing Venous Thromboembolism: Empowering Patients and Enabling Patient‐Centered Care via Health Information Technology (CE‐12‐11‐4489). Mr. Lau is supported by the Institute for Excellence in Education Berkheimer Faculty Education Scholar Grant and a contract (AD‐1306‐03980) from the Patient‐Centered Outcomes Research Institute titled Patient Centered Approaches to Collect Sexual Orientation/Gender Identity Information in the Emergency Department. Ms. Hobson has given expert witness testimony in various medical malpractice cases. Dr. Streiff has received research funding from Portola and Janssen; consulted for Bio2Medical, CSL Behring, Merck, and Janssen HealthCare; and has given expert witness testimony in various medical malpractice cases. Dr. Haut receives royalties from Lippincott, Williams, and Wilkins for a book titled Avoiding Common ICU Errors. Dr. Haut is a paid consultant and speaker for the Preventing Avoidable Venous ThromboembolismEvery Patient, Every Time VHA/Vizient IMPERATIV Advantage Performance Improvement Collaborative. Dr. Haut is a paid consultant and speaker for the Illinois Surgical Quality Improvement Collaborative. All other authors report no disclosures.

Venous thromboembolism (VTE), which encompasses deep venous thrombosis and pulmonary embolism, is an important cause of preventable morbidity and mortality.[1] Each year it is estimated as many as 600,000 American's suffer VTE and as many as 100,000 die.[2] Consequently, patient safety and healthcare quality, accrediting organizations such as The Joint Commission, and federal agencies such as the Centers for Disease Control and Prevention and Agency for Healthcare Research and Quality (AHRQ) have made VTE prevention a priority.[3, 4, 5]

Despite widespread recognition that VTE prophylaxis is an important patient safety measure, poor performance is common. The ENDORSE (Epidemiologic International Day for the Evaluation of Patients at Risk for Venous Thromboembolism in the Acute Hospital Care Setting) study of over 68,000 hospitalized patients in 32 countries noted only 58.5% of surgical patients and 39.5% medical patients received American College of Chest Physicians (ACCP) guideline‐appropriate VTE prophylaxis.[6] In 2005, an audit of the surgical services at The Johns Hopkins Hospital found that only 33% of 322 randomly selected patients were prescribed prophylaxis consistent with the ACCP guidelines.

Achieving defect‐free VTE prevention requires attention to each step in the process: (1) assessment of both VTE and bleeding risk, (2) prescription of risk‐appropriate VTE prophylaxis, and (3) administration of risk‐appropriate VTE prophylaxis. In 2005, to improve our VTE prevention performance at Johns Hopkins Hospital, the Center for Innovations organized a VTE Collaborative of 2 physicians, 1 nurse, and 1 pharmacist dedicated to VTE quality improvement. Since then, the group has grown dramatically, adding a clinical informatics expert and numerous other members and coming under the auspices of The Armstrong Institute for Patient Safety. Recognizing that many, though not all, VTEs are potentially preventable,[7, 8] the mission of the Johns Hopkins VTE Collaborative is to ensure that all hospitalized patients receive risk‐appropriate, best‐practice VTE prophylaxis. This article chronicles the innovative strategies that the Johns Hopkins VTE Collaborative has employed over the past decade to improve our hospital's performance in VTE prevention (Table 1).

Johns Hopkins Venous Thromboembolism Collaborative Innovations in VTE Prevention
  • NOTE: Abbreviations: VTE, venous thromboembolism.

Strategies to improve VTE prophylaxis ordering
Paper‐based patient risk assessment forms (before computer order entry)
Mandatory evidence‐based specialty‐specific computer clinical decision support smart order sets
Group data and competitions
1‐on‐1 provider feedback
Pay for performance
Individualized feedback with resident scorecards
Strategies to improve VTE prophylaxis administration
Identification of missed doses as a major contributor to preventable VTE
Identification of physician, nurse and patient contributors to missed doses
Collaboration with patients to create patient‐centered educational materials
Novel web‐based module for nursing education
Real‐time missed doses alert
Targeted 1‐on‐1 patient education

ENSURING EVERY PATIENT IS PRESCRIBED RISK‐APPROPRIATE PROPHYLAXIS

With the support of hospital leadership, the VTE Collaborative held a series of events in 2005 with medical and surgical providers to review the current evidence supporting VTE prophylaxis and achieve consensus on appropriate practice based upon the 2004 ACCP VTE Prophylaxis Guideline. The result was the development of 5 evidence‐based, paper VTE prophylaxis order sets that guided the ordering provider on the assessment of VTE and bleeding risk and facilitated the selection of risk‐appropriate VTE prophylaxis. Because there were no validated VTE or bleeding risk assessment tools at the time we developed our order sets, we used specialty‐specific VTE risk factors derived from the 2004 ACCP Guideline. To identify patients inappropriate for pharmacologic prophylaxis, we used exclusion criteria derived from contemporary randomized clinical trials of pharmacologic prophylaxis in the target populations (ie, active bleeding, abnormal activated partial thromboplastin time not due to a lupus inhibitor) or mutually agreed upon thresholds after discussion with individual provider groups (platelet count <50,000/L). On the Johns Hopkins Hospital inpatient acute rehabilitation unit, introduction of the paper order sets increased adherence with ACCP guidelines from 27% to 98% (P < 0.0001) and reduced symptomatic VTE from 49 per 1000 admissions to 8 per 1000 admissions (P = 0.0001).[9] This study demonstrated that paper order sets used consistently by a dedicated group of providers can result in sustained improvements in practice. Paper order sets remain a low‐tech, easy‐to‐implement strategy that can be applied in any healthcare setting. Other services also saw improvements in risk‐appropriate prophylaxis prescription. In a follow‐up cross‐sectional analysis of the surgical services at Johns Hopkins, we found that appropriate VTE prophylaxis prescription improved from 33% to 62% in a sample of 226 patients. Unfortunately, paper order sets had several disadvantages including (1) the inherent difficulty of making them a mandatory part of the admission or transfer process, (2) their existence outside the usual clinical workflow, and (3) the labor‐ and time‐intensive data collection that made it difficult to provide credible, timely performance reports to providers and leadership.

These disadvantages and our adoption of a computerized provider order entry system prompted us to pursue the development and implementation of mandatory, evidence‐based, specialty‐specific computerized clinical decision support (CCDS) VTE prophylaxis order sets. Using the Translating Research Into Practice approach to quality improvement,[10] we collaborated with providers to design 16 different evidence‐based specialty‐specific CCDS VTE order sets. These CCDS VTE order sets, which are imbedded in the specialty‐specific admission and transfer order sets, assist providers in assessing patients' VTE and bleeding risk factors and provide evidence‐based risk‐appropriate VTE prophylaxis (see Supporting Figure 1 in the online version of this article). Individual patient data are saved in an administrative database and can be easily aggregated for research analyses and quality improvement/performance reporting. A detailed discussion of our strategy for change is discussed in Streiff et al.[11] Because pharmacologic prophylaxis is not appropriate for every patient, and not all VTE are preventable, even with perfect prophylaxis, the goals of our collaborative are to ensure that every patient is ordered VTE prophylaxis consistent with their risk profile (risk‐appropriate prophylaxis) and to eliminate preventable episodes of VTE (VTE that occurs in the setting of suboptimal prophylaxis). In a prepost quasi‐experimental study of 1599 trauma patients, the CCDS VTE order set increased risk‐appropriate prophylaxis prescription from 66.2% to 84.4% (P < .001) and reduced the incidence of potentially preventable harm from VTE from 1% to 0.17% (P = 0.04) (Figure 1).[12] On the medical service, the CCDS VTE order set improved risk‐appropriate VTE prophylaxis prescription from 65.6% to 90.1% (P < 0.0001) and reduced the incidence of potentially preventable harm attributable to VTE from 1.1% to 0% (P = 0.001). There was no increase in major bleeding (International Society of Thrombosis and Hemostasis definition: hemoglobin decline of 2 grams/dL or transfusion of 2 or more units of blood or bleeding into a critical organ such as brain, gastrointestinal tract, or eye) postorder set implementation (0.3% vs 0.1%, P = 0.625) or all‐cause mortality (1.3% vs 2.0%, P = 0.285).[13]

Figure 1
The trauma CCDS order set increased prescription of risk appropriate VTE prophylaxis. Simultaneously, the order set led to a nonsignificant reduction in all symptomatic VTE and a significant reduction in preventable episodes of VTE (VTE that occur in the setting of suboptimal prophylaxis [ie, preventable harm]. Abbreviations: CCDS, Computerized Clinical Decision Support; VTE, venous thromboembolism.

These order sets demonstrated that CCDS tools can lead to significant improvements in prescribing practices and reductions in preventable harm from VTE without increasing the risk of major bleeding complications. In addition to improving the quality of care, the order sets also improved the consistency of care. In a retrospective analysis, we found that implementation of CCDS VTE order sets eliminated racial disparities in prescribing practices. In the preimplementation group, risk‐appropriate VTE prophylaxis was prescribed for 70.1% of black patients and 56.6% of white patients on the trauma service (P = 0.025) and 69.5% of black patients and 61.7% of white patients on the medical service (P = 0.015). After implementation of the CCDS VTE order sets, care improved for all patients such that the previously observed disparities were eliminated (trauma service 84.5% vs 85.5%, P = 0.99 and medical service 91.8% vs 88.0%, P = 0.082).[14] These data indicate that standardizing care can potentially eliminate disparities in clinical practice.

Although implementation of mandatory evidence‐based, specialty‐specific CDSS VTE order sets led to substantial improvements in VTE prophylaxis ordering, high performance was not uniform across our institution. On the medical service, substantial disparities in adherence to order set recommendations existed. On the housestaff services, over 90% of patients consistently received risk‐appropriate VTE prophylaxis compared with only 85% on the hospitalist service. Examination of individual provider performance found that some providers only ordered risk‐appropriate prophylaxis 50% of the time, whereas others were doing so 98% of the time. To address this disparity, we conducted a retrospective analysis of a prospective performance improvement project conducted on the Johns Hopkins Hospitalist service studying the impact of individualized hospitalist attending feedback on VTE prevention practices. During the preintervention period (January 2009December 2010), guideline‐adherent VTE prophylaxis was ordered for 86% (95% confidence interval [CI]: 85%‐88%) of patients. Six months after initiation of direct face‐to‐face provider feedback (January 2011June 2011), guideline‐adherent VTE prophylaxis rates rose to 90% (95% CI: 88‐93). Subsequently (July 2011December 2012), a pay‐for‐performance (P4P) initiative was added to direct face‐to‐face provider feedback. During the P4P initiative, provider incentive per relative value unit (RVU) was progressively increased with increasing performance on provision of risk‐appropriate VTE prophylaxis (adherence <80% = no bonus to $0.50 per RVU for adherence 95%). During this period, prescription of guideline‐adherent prophylaxis rose to 94% (95% CI: 93%‐96%).[15] These initiatives transformed the hospitalist unit from a consistently low‐performance unit to a high‐performance unit.

Similar findings were noted on the trauma service. Although the original plan was to provide feedback to attending trauma surgeons, that plan changed when we found that performance was driven entirely by resident practice; residents write the VTE prophylaxis orders, which is then attributed to attending performance. Resident performance varied widely; 42 of 75 (56%) residents on the trauma service ordered risk‐appropriate prophylaxis for 100% of their patients. In contrast, 7 (9.3%) residents never ordered optimal prophylaxis for any of their patients.[16] To motivate all residents to prescribe optimal prophylaxis, we developed an individualized resident VTE prophylaxis scorecard (Figure 2). This prospective cohort study of 2420 patients and 49 general surgery residents compared resident VTE prophylaxis performance on the general surgery service during 3 periods: period 1 (baseline, July 2013September 2013), period 2 (surgery resident scorecard, October 2013December 2013), period 3 (resident scorecard plus individualized 1‐on‐1 coaching, January 2014March 2014). At baseline, 89.4% of patients were prescribed appropriate VTE prophylaxis, and only 45% of residents prescribed risk‐appropriate prophylaxis for all their patients. During the scorecard period, 95.4% of patients were prescribed risk‐appropriate VTE prophylaxis (P < 0.001). During the scorecard plus coaching period, risk‐appropriate prophylaxis rose to 96.4%. These prescribing practice changes were durable. During the 15 months prior to issuing scorecards, 88.0% of patients (3718/4226) were prescribed risk‐appropriate prophylaxis. After implementation, 95.8% of patients (3799/3966) were prescribed risk‐appropriate prophylaxis (P < 0.001) (see Supporting Figure 2 in the online version of this article). During the baseline period, 7 of 865 patients (0.81%) had a VTE during their hospital stay, of which 3 (0.35%) were potentially preventable. In contrast, none of the 3 of 784 patients who suffered VTE during the postimplementation period had a potentially preventable event (0.35% vs 0%, P = 0.046).[17] These studies demonstrate that providing physicians with their own specific data can be a powerful tool for performance improvement that may be applicable to many other quality and safety measures. Our group recently received funding from the AHRQ to scale this work to other residents, nurse practitioners, physician assistants, and attending physicians (1R01HS024547, Individualized Performance Feedback on Venous Thromboembolism Prevention Practice).

Figure 2
A spreadsheet listing the percentage of VTE prophylaxis orders written by individual surgical residents that were risk appropriate for the months of September 2013 (baseline), October 2013, and November 2013 (first and second months of feedback) shows a significant improvement in prescription of risk‐appropriate VTE prophylaxis. Abbreviations: VTE, venous thromboembolism.

IMPROVING VTE PROPHYLAXIS ADMINISTRATION

Ordering VTE prophylaxis does not ensure its administration. We conducted a retrospective review of electronic administration records of 10,526 consecutive patients admitted over a 7‐month period at The Johns Hopkins Hospital. Twelve percent of the over 100,000 ordered doses of VTE prophylaxis were not administered, and the proportion of nonadministered doses on individual floors varied 5‐fold from 5.4% to 26.9%. The proportion of nonadministered doses was significantly higher on medical floors compared with all other services (17.5% vs 8.1%, odds ratio [OR]: 2.1 [95% CI: 2.0‐2.2]). Patient or family member refusal was the most common cause for nonadministered doses of VTE prophylaxis accounting for 59% of all missed doses. Eight percent of patients missed more than half their prescribed doses, and 5% of patients missed over 75% of ordered doses of VTE prophylaxis. Consistent with the Pareto principle, over 80% of the missed doses of prophylaxis were accounted for by just 20% of the patients.[18] A retrospective analysis of hospital‐acquired VTE at Johns Hopkins found that 39% of events occurred in patients who missed 1 or more doses of appropriate VTE prophylaxis.[19] Louis et al. noted that nonadministration of 1 dose of VTE prophylaxis was associated with a significant increase in risk for hospital acquired VTE.[20] These data indicate the need for more aggressive interventions to reduce missed doses to improve VTE prevention.

To fully understand the root causes of VTE prophylaxis non‐administration, we conducted a series of studies examining each of the participants in the VTE prevention care pathway, physicians, nurses, and patients. In a survey of 122 resident physicians, we found significant differences in clinical practice between medicine and surgery residents. Medicine residents were more likely to believe that VTE prophylaxis was overprescribed, and that it was appropriate for nurses to make judgement calls about whether patients needed the prophylaxis that was prescribed.[21] In a mixed methods study that included a written survey and qualitative observations of nursing practice, we found that some nurses presented pharmacologic VTE prophylaxis injections as optional to patients. Furthermore, nurses on units where nonadministration was higher were more likely to believe that VTE prophylaxis was prescribed for patients unnecessarily, and that they could use their clinical judgement to determine when it was appropriate to omit doses of pharmacologic prophylaxis.[22] Our team also examined patient preferences in regard to VTE prophylaxis. In a survey of 227 consecutive medical and surgical inpatients, we found that 60% of patients would prefer an oral route of administration if available. Patients with a preference for a parenteral route of administration (27.5%) were less likely to refuse prophylaxis (37.5% vs 51.3%, P < 0.0001).[23] These findings underscore the fact that unit culture, nursing attitudes and beliefs, and patient preferences have an important influence on medication administration, and that nursepatient communication is an important target for modifying adherence.

PATIENT‐CENTERED APPROACHES TO IMPROVE VTE PROPHYLAXIS ADMINISTRATION

To address nurse‐ and patient‐related factors that influence VTE prophylaxis administration, we applied for and received a Patient Centered Outcomes Research Institute contract to develop patient‐centered interventions to engage and empower patients to take an active role in their preventive care. To achieve these aims, we partnered with 3 national patient advocacy organizations, the National Blood Clot Alliance, the North American Thrombosis Forum, and ClotCare, as well as our local Johns Hopkins Patient and Family Advisory Council. Using a modified Delphi method, we engaged patient stakeholders from the 4 collaborating organizations to build consensus on patient‐centered VTE education methods. Input from this Delphi assessment was used to build educational materials including paper brochures published in 8 different languages and a 10‐minute educational video filmed by an Oscar‐winning documentary director featuring both clinicians and patients relating their VTE experience and the importance of VTE prevention.[24] These educational materials are available for public use (http://www.hopkinsmedicine.org/armstrong_institute/emmprovement_projects/VTE/) and are being used in a trial of a patient‐centered intervention bundle to reduce rates of VTE prophylaxis nonadministration. We also conducted a cluster‐randomized trial to compare different approaches to nurse education (https://clinicaltrials.gov/ct2/show/NCT02301793).

ENGAGING TRAINEES IN MULTIDISCIPLINARY PATIENT SAFETY/QUALITY IMPROVEMENT INITIATIVES

Trainees from many healthcare‐related disciplines have played a critical role in our quest to improve VTE prevention. Over the past 10 years, we have mentored countless medical students, public health graduate students, nursing students, residents, and postdoctoral fellows in research projects that have resulted in numerous high‐quality publications. Trainees have helped to dispel staff concerns about patient falls in connection of intermittent pneumatic compression devices,[25] identify the weaknesses of current publicly reported VTE measures,[26, 27, 28, 29] identify opportunities to improve VTE prevention practices within clinical specialties,[30, 31, 32] define the role of surveillance bias in VTE outcomes reporting,[33, 34, 35] discover and fully explore the important problem of missed doses of VTE prophylaxis,[18, 21, 22, 23, 36] and summarize knowledge about VTE prevention via systematic reviews and meta‐analyses.[37, 38, 39] These collaborations have been a classic win‐win. The mentees learn critical skills while growing their curriculum vitae with contributions to the literature, allowing them to progress in their careers (ie, obtain a residency match, faculty positions). The faculty have leveraged this work to obtain over $3 million in extramural funding to develop interventions to study and improve the quality of VTE preventive care for hospitalized patients.

In healthcare, we have not yet achieved defect‐free VTE prevention; however, we have a better understanding of the path to accomplishing this goal. In this article we describe our goal of zero harm from VTE and our learning journey to realize that goal. Although the journey never ends, a critical ingredient to the success of our program has been the multidisciplinary nature of our VTE collaborative team. The combination of expertise from medicine, surgery, nursing, pharmacy, clinical informatics, and public health has facilitated the development of innovative strategies to improve VTE prevention that integrate seamlessly into clinical workflow. The approach used for VTE can be applied to eliminate other types of harms.

Disclosures

Mr. Lau, Dr. Streiff, and Dr. Haut are supported by a grant from the Agency for Healthcare Research and Quality (1R01HS024547) titled Individualized Performance Feedback on Venous Thromboembolism Prevention Practice and a contract from the Patient‐Centered Outcomes Research Institute titled Preventing Venous Thromboembolism: Empowering Patients and Enabling Patient‐Centered Care via Health Information Technology (CE‐12‐11‐4489). Mr. Lau is supported by the Institute for Excellence in Education Berkheimer Faculty Education Scholar Grant and a contract (AD‐1306‐03980) from the Patient‐Centered Outcomes Research Institute titled Patient Centered Approaches to Collect Sexual Orientation/Gender Identity Information in the Emergency Department. Ms. Hobson has given expert witness testimony in various medical malpractice cases. Dr. Streiff has received research funding from Portola and Janssen; consulted for Bio2Medical, CSL Behring, Merck, and Janssen HealthCare; and has given expert witness testimony in various medical malpractice cases. Dr. Haut receives royalties from Lippincott, Williams, and Wilkins for a book titled Avoiding Common ICU Errors. Dr. Haut is a paid consultant and speaker for the Preventing Avoidable Venous ThromboembolismEvery Patient, Every Time VHA/Vizient IMPERATIV Advantage Performance Improvement Collaborative. Dr. Haut is a paid consultant and speaker for the Illinois Surgical Quality Improvement Collaborative. All other authors report no disclosures.

References
  1. Streiff MB, Lau BD. Thromboprophylaxis in nonsurgical patients. Hematology Am Soc Hematol Educ Program. 2012;2012:631637.
  2. Office of the Surgeon General (US); National Heart, Lung, and Blood Institute (US). The Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Rockville, MD: Office of the Surgeon General; 2008.
  3. Haut ER, Lau BD. Prevention of venous thromboembolism: brief update review. In: Making Health Care Safer II: An Updated Critical Analysis of the Evidence for Patient Safety Practices. Rockville, MD: Agency for Healthcare Research and Quality; 2013.
  4. Shekelle PG, Pronovost PJ, Wachter RM, et al. The top patient safety strategies that can be encouraged for adoption now. Ann Intern Med. 2013;158:365368.
  5. Lau BD, Haut ER. Practices to prevent venous thromboembolism: a brief review. BMJ Qual Saf. 2014;23:187195.
  6. Cohen AT, Tapson VF, Bergmann JF, et al. Venous thromboembolism risk and prophylaxis in the acute hospital care setting (ENDORSE study): a multinational cross‐sectional study. Lancet. 2008;371:387394.
  7. Streiff MB, Haut ER. The CMS ruling on venous thromboembolism after total knee or hip arthroplasty: weighing risks and benefits. JAMA. 2009;301:10631065.
  8. Lau BD, Haut ER, Hobson DB, et al. ICD‐9 code‐based venous thromboembolism performance targets fail to measure up. Am J Med Qual. 2016;31(5):448453.
  9. Mayer RS, Streiff MB, Hobson DB, Halpert DE, Berenholtz SM. Evidence‐based venous thromboembolism prophylaxis is associated with a six‐fold decrease in numbers of symptomatic venous thromboembolisms in rehabilitation inpatients. PM R. 2011;3:11111115.e1.
  10. Pronovost PJ, Berenholtz SM, Needham DM. Translating evidence into practice: a model for large scale knowledge translation. BMJ. 2008;337:a1714.
  11. Streiff MB, Carolan HT, Hobson DB, et al. Lessons from the Johns Hopkins Multi‐Disciplinary Venous Thromboembolism (VTE) Prevention Collaborative. BMJ. 2012;344:e3935.
  12. Haut ER, Lau BD, Kraenzlin FS, et al. Improved prophylaxis and decreased rates of preventable harm with the use of a mandatory computerized clinical decision support tool for prophylaxis for venous thromboembolism in trauma. Arch Surg. 2012;147:901907.
  13. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88(7):545549.
  14. Lau BD, Haider AH, Streiff MB, et al. Eliminating health care disparities with mandatory clinical decision support: the venous thromboembolism (VTE) example. Med Care. 2015;53:1824.
  15. Michtalik HJ, Carolan HT, Haut ER, et al. Use of provider‐level dashboards and pay‐for‐performance in venous thromboembolism prophylaxis. J Hosp Med. 2015;10:172178.
  16. Lau BD, Streiff MB, Pronovost PJ, Haider AH, Efron DT, Haut ER. Attending physician performance measure scores and resident physicians' ordering practices. JAMA Surg. 2015;150:813814.
  17. Lau BD, Arnaoutakis GJ, Streiff MB, et al. Individualized performance feedback to surgical residents improves appropriate venous thromboembolism prophylaxis prescription and reduces potentially preventable VTE: a prospective cohort study [published online November 25, 2015]. Ann Surg. doi: 10.1097/SLA.0000000000001512.
  18. Shermock KM, Lau BD, Haut ER, et al. Patterns of non‐administration of ordered doses of venous thromboembolism prophylaxis: implications for novel intervention strategies. PLoS One. 2013;8:e66311.
  19. Haut ER, Lau BD, Kraus PS, et al. Preventability of hospital‐acquired venous thromboembolism. JAMA Surg. 2015;150(9):912915.
  20. Louis SG, Sato M, Geraci T, et al. Correlation of missed doses of enoxaparin with increased incidence of deep vein thrombosis in trauma and general surgery patients. JAMA Surg. 2014;149:365370.
  21. Piechowski KL, Elder S, Efird LE, et al. Prescriber knowledge and attitudes regarding non‐administration of prescribed pharmacologic venous thromboembolism prophylaxis [published online May 21, 2016]. J Thromb Thrombolysis. doi:10.1007/s11239-016-1378-8.
  22. Elder S, Hobson DB, Rand CS, et al. Hidden barriers to delivery of pharmacological venous thromboembolism prophylaxis: the role of nursing beliefs and practices. J Patient Saf. 2016;12:6368.
  23. Wong A, Kraus PS, Lau BD, et al. Patient preferences regarding pharmacologic venous thromboembolism prophylaxis. J Hosp Med. 2015;10:108111.
  24. Popoola VO, Lau BD, Shihab HM, et al. Patient preferences for receiving education on venous thromboembolism prevention—a survey of stakeholder organizations. PLoS One. 2016;11:e0152084.
  25. Boelig MM, Streiff MB, Hobson DB, Kraus PS, Pronovost PJ, Haut ER. Are sequential compression devices commonly associated with in‐hospital falls? A myth‐busters review using the patient safety net database. J Patient Saf. 2011;7:7779.
  26. Johnbull EA, Lau BD, Schneider EB, Streiff MB, Haut ER. No association between hospital‐reported perioperative venous thromboembolism prophylaxis and outcome rates in publicly reported data. JAMA Surg. 2014;149:400401.
  27. Aboagye JK, Lau BD, Schneider EB, Streiff MB, Haut ER. Linking processes and outcomes: a key strategy to prevent and report harm from venous thromboembolism in surgical patients. JAMA Surg. 2013;148:299300.
  28. Kardooni S, Haut ER, Chang DC, et al. Hazards of benchmarking complications with the National Trauma Data Bank: numerators in search of denominators. J Trauma. 2008;64:273277; discussion 277–279.
  29. Farrow NE, Lau BD, JohnBull EA, et al. Is the meaningful use venous thromboembolism VTE‐6 measure meaningful? A retrospective analysis of one hospital's VTE‐6 cases. Jt Comm J Qual Patient Saf. 2016;42(9):410416.
  30. Monn MF, Haut ER, Lau BD, et al. Is venous thromboembolism in colorectal surgery patients preventable or inevitable? One institution's experience. J Am Coll Surg. 2013;216:395401.e1.
  31. Weiss MJ, Kim Y, Ejaz A, et al. Venous thromboembolic prophylaxis after a hepatic resection: patterns of care among liver surgeons. HPB (Oxford). 2014;16:892898.
  32. Ejaz A, Spolverato G, Kim Y, et al. Defining incidence and risk factors of venous thromboembolism after hepatectomy. J Gastrointest Surg. 2014;18:11161124.
  33. Haut ER, Noll K, Efron DT, et al. Can increased incidence of deep vein thrombosis (DVT) be used as a marker of quality of care in the absence of standardized screening? The potential effect of surveillance bias on reported DVT rates after trauma. J Trauma. 2007;63:11321135; discussion 1135–1137.
  34. Haut ER, Pronovost PJ. Surveillance bias in outcomes reporting. JAMA. 2011;305:24622463.
  35. Pierce CA, Haut ER, Kardooni S, et al. Surveillance bias and deep vein thrombosis in the national trauma data bank: the more we look, the more we find. J Trauma. 2008;64:932936; discussion 936–937.
  36. Newman MJ, Kraus PS, Shermock KM, et al. Nonadministration of thromboprophylaxis in hospitalized patients with HIV: a missed opportunity for prevention? J Hosp Med. 2014;9:215220.
  37. Singh S, Haut ER, Brotman DJ, et al. Pharmacologic and mechanical prophylaxis of venous thromboembolism among special populations. Comparative effectiveness review No. 116. Prepared by the Johns Hopkins University Evidence‐based Practice Center under Contract No. 290‐2007‐10061‐I.) AHRQ Publication No. 13‐EHC082–1. Rockville, MD: Agency for Healthcare Research and Quality; 2013.
  38. Brotman DJ, Shihab HM, Prakasa KR, et al. Pharmacologic and mechanical strategies for preventing venous thromboembolism after bariatric surgery: a systematic review and meta‐analysis. JAMA Surg. 2013;148:675686.
  39. Haut ER, Garcia LJ, Shihab HM, et al. The effectiveness of prophylactic inferior vena cava filters in trauma patients: a systematic review and meta‐analysis. JAMA Surg. 2014;149:194202.
References
  1. Streiff MB, Lau BD. Thromboprophylaxis in nonsurgical patients. Hematology Am Soc Hematol Educ Program. 2012;2012:631637.
  2. Office of the Surgeon General (US); National Heart, Lung, and Blood Institute (US). The Surgeon General's Call to Action to Prevent Deep Vein Thrombosis and Pulmonary Embolism. Rockville, MD: Office of the Surgeon General; 2008.
  3. Haut ER, Lau BD. Prevention of venous thromboembolism: brief update review. In: Making Health Care Safer II: An Updated Critical Analysis of the Evidence for Patient Safety Practices. Rockville, MD: Agency for Healthcare Research and Quality; 2013.
  4. Shekelle PG, Pronovost PJ, Wachter RM, et al. The top patient safety strategies that can be encouraged for adoption now. Ann Intern Med. 2013;158:365368.
  5. Lau BD, Haut ER. Practices to prevent venous thromboembolism: a brief review. BMJ Qual Saf. 2014;23:187195.
  6. Cohen AT, Tapson VF, Bergmann JF, et al. Venous thromboembolism risk and prophylaxis in the acute hospital care setting (ENDORSE study): a multinational cross‐sectional study. Lancet. 2008;371:387394.
  7. Streiff MB, Haut ER. The CMS ruling on venous thromboembolism after total knee or hip arthroplasty: weighing risks and benefits. JAMA. 2009;301:10631065.
  8. Lau BD, Haut ER, Hobson DB, et al. ICD‐9 code‐based venous thromboembolism performance targets fail to measure up. Am J Med Qual. 2016;31(5):448453.
  9. Mayer RS, Streiff MB, Hobson DB, Halpert DE, Berenholtz SM. Evidence‐based venous thromboembolism prophylaxis is associated with a six‐fold decrease in numbers of symptomatic venous thromboembolisms in rehabilitation inpatients. PM R. 2011;3:11111115.e1.
  10. Pronovost PJ, Berenholtz SM, Needham DM. Translating evidence into practice: a model for large scale knowledge translation. BMJ. 2008;337:a1714.
  11. Streiff MB, Carolan HT, Hobson DB, et al. Lessons from the Johns Hopkins Multi‐Disciplinary Venous Thromboembolism (VTE) Prevention Collaborative. BMJ. 2012;344:e3935.
  12. Haut ER, Lau BD, Kraenzlin FS, et al. Improved prophylaxis and decreased rates of preventable harm with the use of a mandatory computerized clinical decision support tool for prophylaxis for venous thromboembolism in trauma. Arch Surg. 2012;147:901907.
  13. Zeidan AM, Streiff MB, Lau BD, et al. Impact of a venous thromboembolism prophylaxis “smart order set”: improved compliance, fewer events. Am J Hematol. 2013;88(7):545549.
  14. Lau BD, Haider AH, Streiff MB, et al. Eliminating health care disparities with mandatory clinical decision support: the venous thromboembolism (VTE) example. Med Care. 2015;53:1824.
  15. Michtalik HJ, Carolan HT, Haut ER, et al. Use of provider‐level dashboards and pay‐for‐performance in venous thromboembolism prophylaxis. J Hosp Med. 2015;10:172178.
  16. Lau BD, Streiff MB, Pronovost PJ, Haider AH, Efron DT, Haut ER. Attending physician performance measure scores and resident physicians' ordering practices. JAMA Surg. 2015;150:813814.
  17. Lau BD, Arnaoutakis GJ, Streiff MB, et al. Individualized performance feedback to surgical residents improves appropriate venous thromboembolism prophylaxis prescription and reduces potentially preventable VTE: a prospective cohort study [published online November 25, 2015]. Ann Surg. doi: 10.1097/SLA.0000000000001512.
  18. Shermock KM, Lau BD, Haut ER, et al. Patterns of non‐administration of ordered doses of venous thromboembolism prophylaxis: implications for novel intervention strategies. PLoS One. 2013;8:e66311.
  19. Haut ER, Lau BD, Kraus PS, et al. Preventability of hospital‐acquired venous thromboembolism. JAMA Surg. 2015;150(9):912915.
  20. Louis SG, Sato M, Geraci T, et al. Correlation of missed doses of enoxaparin with increased incidence of deep vein thrombosis in trauma and general surgery patients. JAMA Surg. 2014;149:365370.
  21. Piechowski KL, Elder S, Efird LE, et al. Prescriber knowledge and attitudes regarding non‐administration of prescribed pharmacologic venous thromboembolism prophylaxis [published online May 21, 2016]. J Thromb Thrombolysis. doi:10.1007/s11239-016-1378-8.
  22. Elder S, Hobson DB, Rand CS, et al. Hidden barriers to delivery of pharmacological venous thromboembolism prophylaxis: the role of nursing beliefs and practices. J Patient Saf. 2016;12:6368.
  23. Wong A, Kraus PS, Lau BD, et al. Patient preferences regarding pharmacologic venous thromboembolism prophylaxis. J Hosp Med. 2015;10:108111.
  24. Popoola VO, Lau BD, Shihab HM, et al. Patient preferences for receiving education on venous thromboembolism prevention—a survey of stakeholder organizations. PLoS One. 2016;11:e0152084.
  25. Boelig MM, Streiff MB, Hobson DB, Kraus PS, Pronovost PJ, Haut ER. Are sequential compression devices commonly associated with in‐hospital falls? A myth‐busters review using the patient safety net database. J Patient Saf. 2011;7:7779.
  26. Johnbull EA, Lau BD, Schneider EB, Streiff MB, Haut ER. No association between hospital‐reported perioperative venous thromboembolism prophylaxis and outcome rates in publicly reported data. JAMA Surg. 2014;149:400401.
  27. Aboagye JK, Lau BD, Schneider EB, Streiff MB, Haut ER. Linking processes and outcomes: a key strategy to prevent and report harm from venous thromboembolism in surgical patients. JAMA Surg. 2013;148:299300.
  28. Kardooni S, Haut ER, Chang DC, et al. Hazards of benchmarking complications with the National Trauma Data Bank: numerators in search of denominators. J Trauma. 2008;64:273277; discussion 277–279.
  29. Farrow NE, Lau BD, JohnBull EA, et al. Is the meaningful use venous thromboembolism VTE‐6 measure meaningful? A retrospective analysis of one hospital's VTE‐6 cases. Jt Comm J Qual Patient Saf. 2016;42(9):410416.
  30. Monn MF, Haut ER, Lau BD, et al. Is venous thromboembolism in colorectal surgery patients preventable or inevitable? One institution's experience. J Am Coll Surg. 2013;216:395401.e1.
  31. Weiss MJ, Kim Y, Ejaz A, et al. Venous thromboembolic prophylaxis after a hepatic resection: patterns of care among liver surgeons. HPB (Oxford). 2014;16:892898.
  32. Ejaz A, Spolverato G, Kim Y, et al. Defining incidence and risk factors of venous thromboembolism after hepatectomy. J Gastrointest Surg. 2014;18:11161124.
  33. Haut ER, Noll K, Efron DT, et al. Can increased incidence of deep vein thrombosis (DVT) be used as a marker of quality of care in the absence of standardized screening? The potential effect of surveillance bias on reported DVT rates after trauma. J Trauma. 2007;63:11321135; discussion 1135–1137.
  34. Haut ER, Pronovost PJ. Surveillance bias in outcomes reporting. JAMA. 2011;305:24622463.
  35. Pierce CA, Haut ER, Kardooni S, et al. Surveillance bias and deep vein thrombosis in the national trauma data bank: the more we look, the more we find. J Trauma. 2008;64:932936; discussion 936–937.
  36. Newman MJ, Kraus PS, Shermock KM, et al. Nonadministration of thromboprophylaxis in hospitalized patients with HIV: a missed opportunity for prevention? J Hosp Med. 2014;9:215220.
  37. Singh S, Haut ER, Brotman DJ, et al. Pharmacologic and mechanical prophylaxis of venous thromboembolism among special populations. Comparative effectiveness review No. 116. Prepared by the Johns Hopkins University Evidence‐based Practice Center under Contract No. 290‐2007‐10061‐I.) AHRQ Publication No. 13‐EHC082–1. Rockville, MD: Agency for Healthcare Research and Quality; 2013.
  38. Brotman DJ, Shihab HM, Prakasa KR, et al. Pharmacologic and mechanical strategies for preventing venous thromboembolism after bariatric surgery: a systematic review and meta‐analysis. JAMA Surg. 2013;148:675686.
  39. Haut ER, Garcia LJ, Shihab HM, et al. The effectiveness of prophylactic inferior vena cava filters in trauma patients: a systematic review and meta‐analysis. JAMA Surg. 2014;149:194202.
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Address for correspondence and reprint requests: Michael B. Streiff, MD, Division of Hematology, Department of Medicine, The Johns Hopkins University School of Medicine, 1830 E. Monument Street, Suite 7300, Baltimore, MD 21287; Telephone: 410‐614‐0727; Fax: 410‐614‐8601; E‐mail: [email protected]
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