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A diabetes screening program built into an electronic medical records system identified diabetes or prediabetes in 52% of individuals flagged for abnormal hemoglobin A1c, based on data from more than 2,000 adults.
“Despite the best efforts of clinicians, researchers, and educators, the number of patients living with undiagnosed diabetes is still rising and is currently at approximately 8.5 million, and the number of people unaware of their prediabetes is approximately 77 million,” lead investigator Kristie K. Danielson, PhD, said in an interview. Screening for diabetes is critical to start treatment early, to potentially reverse prediabetes, and to prevent the long-term complications of diabetes and reduced life expectancy.
In a pilot study published in JAMA Network Open, Dr. Danielson and colleagues reviewed data from 8,441 adults who visited a single emergency department in Chicago during February–April 2021.
The EMR at the hospital contained a built-in best practice alert (BPA) that flagged patients as being at risk for type 2 diabetes based the American Diabetes Association recommendations; the identification algorithm included age 45 years and older, or those aged 18-44 years with a body mass index of 25 kg/m2 or higher, no previous history of diabetes, and no A1c measure in the last 3 years, according to the EMR.
A total of 8,441 adult patients visited the ED during the study period; 2,576 triggered BPA tests, and 2,074 had A1c results for review. Among the patients with A1c results, 52% had elevated values of 5.7% or higher. Of these, a total of 758 individuals were identified with prediabetes (A1c, 5.7%-6.4%), 265 with diabetes (A1c, 6.5%-9.9%), and 62 with severe diabetes (A1c, 10% or higher).
After testing, 352 patients with elevated A1c were contacted by the researchers. The mean age of this group was 52.2 years, 54.5% were women, and nearly two-thirds (64.8%) were non-Hispanic Black. The median income of those contacted was in the 44th percentile, and 50% had public insurance.
Most of those contacted (264 patients) were not aware of a previous diagnosis of prediabetes or diabetes; the remaining 88 had a previous diagnosis, but only 51 self-reported receiving treatment, the researchers noted.
Although the screening program successfully identified a significant number of previously undiagnosed individuals with diabetes, prediabetes, or poorly controlled diabetes, its feasibility in routine practice requires further study, the researchers wrote.
The findings were limited by several factors including the identification of patients previously diagnosed with diabetes but who were not being treated, and the potential bias toward individuals of higher socioeconomic status, the researchers noted. However, the results support further exploration of the program as a way to identify undiagnosed diabetes, especially in underserved populations.
Diabetes in underserved groups goes undetected
“We were surprised by the sheer number of people newly diagnosed with diabetes or prediabetes,” which was far greater than expected, commented Dr. Danielson of the University of Illinois at Chicago. “Clearly, we tapped into a new population that has not often been seen by primary care providers or endocrinologists, as is often the case for underserved and vulnerable individuals who visit the emergency department as a first line for health care.”
The screening alert system is straightforward to build into an existing EMR, with technical support, Dr. Danielson said. “In theory, it should be able to be incorporated into other clinical centers and emergency departments. One of the current limitations that we are seeing is that the EMR is still flagging some people already diagnosed with diabetes to be screened for diabetes.” However, “because of this, we also see this as an opportunity to identify and reach out to those with diabetes who are still underserved and not receiving the appropriate diabetes care they need.”
The study results have broader public health implications, Dr. Danielson added. “We have identified a new, large population of people with diabetes who need medical care and diabetes education. This will further add to the burden of health care and costs, and it raises the ethical question of screening and not having full resources readily available to help.
“In my opinion, the study sheds light on a significant issue that will hopefully help drive change at both a health systems and public health level locally and nationally,” she added.
“One of the significant research gaps that has emerged now is how to link these new patients to health care and diabetes education at our institution after they leave the emergency department,” said Dr. Danielson. Diabetes screening in the ED setting is “a very novel area for health system scientists, social workers, and others to now come to the table and collaborate on next steps to help our patients.”
The study was initiated by the investigators, but was supported by a grant from Novo Nordisk to two coauthors. Dr. Danielson also disclosed grant funding from Novo Nordisk during the conduct of the study.
A diabetes screening program built into an electronic medical records system identified diabetes or prediabetes in 52% of individuals flagged for abnormal hemoglobin A1c, based on data from more than 2,000 adults.
“Despite the best efforts of clinicians, researchers, and educators, the number of patients living with undiagnosed diabetes is still rising and is currently at approximately 8.5 million, and the number of people unaware of their prediabetes is approximately 77 million,” lead investigator Kristie K. Danielson, PhD, said in an interview. Screening for diabetes is critical to start treatment early, to potentially reverse prediabetes, and to prevent the long-term complications of diabetes and reduced life expectancy.
In a pilot study published in JAMA Network Open, Dr. Danielson and colleagues reviewed data from 8,441 adults who visited a single emergency department in Chicago during February–April 2021.
The EMR at the hospital contained a built-in best practice alert (BPA) that flagged patients as being at risk for type 2 diabetes based the American Diabetes Association recommendations; the identification algorithm included age 45 years and older, or those aged 18-44 years with a body mass index of 25 kg/m2 or higher, no previous history of diabetes, and no A1c measure in the last 3 years, according to the EMR.
A total of 8,441 adult patients visited the ED during the study period; 2,576 triggered BPA tests, and 2,074 had A1c results for review. Among the patients with A1c results, 52% had elevated values of 5.7% or higher. Of these, a total of 758 individuals were identified with prediabetes (A1c, 5.7%-6.4%), 265 with diabetes (A1c, 6.5%-9.9%), and 62 with severe diabetes (A1c, 10% or higher).
After testing, 352 patients with elevated A1c were contacted by the researchers. The mean age of this group was 52.2 years, 54.5% were women, and nearly two-thirds (64.8%) were non-Hispanic Black. The median income of those contacted was in the 44th percentile, and 50% had public insurance.
Most of those contacted (264 patients) were not aware of a previous diagnosis of prediabetes or diabetes; the remaining 88 had a previous diagnosis, but only 51 self-reported receiving treatment, the researchers noted.
Although the screening program successfully identified a significant number of previously undiagnosed individuals with diabetes, prediabetes, or poorly controlled diabetes, its feasibility in routine practice requires further study, the researchers wrote.
The findings were limited by several factors including the identification of patients previously diagnosed with diabetes but who were not being treated, and the potential bias toward individuals of higher socioeconomic status, the researchers noted. However, the results support further exploration of the program as a way to identify undiagnosed diabetes, especially in underserved populations.
Diabetes in underserved groups goes undetected
“We were surprised by the sheer number of people newly diagnosed with diabetes or prediabetes,” which was far greater than expected, commented Dr. Danielson of the University of Illinois at Chicago. “Clearly, we tapped into a new population that has not often been seen by primary care providers or endocrinologists, as is often the case for underserved and vulnerable individuals who visit the emergency department as a first line for health care.”
The screening alert system is straightforward to build into an existing EMR, with technical support, Dr. Danielson said. “In theory, it should be able to be incorporated into other clinical centers and emergency departments. One of the current limitations that we are seeing is that the EMR is still flagging some people already diagnosed with diabetes to be screened for diabetes.” However, “because of this, we also see this as an opportunity to identify and reach out to those with diabetes who are still underserved and not receiving the appropriate diabetes care they need.”
The study results have broader public health implications, Dr. Danielson added. “We have identified a new, large population of people with diabetes who need medical care and diabetes education. This will further add to the burden of health care and costs, and it raises the ethical question of screening and not having full resources readily available to help.
“In my opinion, the study sheds light on a significant issue that will hopefully help drive change at both a health systems and public health level locally and nationally,” she added.
“One of the significant research gaps that has emerged now is how to link these new patients to health care and diabetes education at our institution after they leave the emergency department,” said Dr. Danielson. Diabetes screening in the ED setting is “a very novel area for health system scientists, social workers, and others to now come to the table and collaborate on next steps to help our patients.”
The study was initiated by the investigators, but was supported by a grant from Novo Nordisk to two coauthors. Dr. Danielson also disclosed grant funding from Novo Nordisk during the conduct of the study.
A diabetes screening program built into an electronic medical records system identified diabetes or prediabetes in 52% of individuals flagged for abnormal hemoglobin A1c, based on data from more than 2,000 adults.
“Despite the best efforts of clinicians, researchers, and educators, the number of patients living with undiagnosed diabetes is still rising and is currently at approximately 8.5 million, and the number of people unaware of their prediabetes is approximately 77 million,” lead investigator Kristie K. Danielson, PhD, said in an interview. Screening for diabetes is critical to start treatment early, to potentially reverse prediabetes, and to prevent the long-term complications of diabetes and reduced life expectancy.
In a pilot study published in JAMA Network Open, Dr. Danielson and colleagues reviewed data from 8,441 adults who visited a single emergency department in Chicago during February–April 2021.
The EMR at the hospital contained a built-in best practice alert (BPA) that flagged patients as being at risk for type 2 diabetes based the American Diabetes Association recommendations; the identification algorithm included age 45 years and older, or those aged 18-44 years with a body mass index of 25 kg/m2 or higher, no previous history of diabetes, and no A1c measure in the last 3 years, according to the EMR.
A total of 8,441 adult patients visited the ED during the study period; 2,576 triggered BPA tests, and 2,074 had A1c results for review. Among the patients with A1c results, 52% had elevated values of 5.7% or higher. Of these, a total of 758 individuals were identified with prediabetes (A1c, 5.7%-6.4%), 265 with diabetes (A1c, 6.5%-9.9%), and 62 with severe diabetes (A1c, 10% or higher).
After testing, 352 patients with elevated A1c were contacted by the researchers. The mean age of this group was 52.2 years, 54.5% were women, and nearly two-thirds (64.8%) were non-Hispanic Black. The median income of those contacted was in the 44th percentile, and 50% had public insurance.
Most of those contacted (264 patients) were not aware of a previous diagnosis of prediabetes or diabetes; the remaining 88 had a previous diagnosis, but only 51 self-reported receiving treatment, the researchers noted.
Although the screening program successfully identified a significant number of previously undiagnosed individuals with diabetes, prediabetes, or poorly controlled diabetes, its feasibility in routine practice requires further study, the researchers wrote.
The findings were limited by several factors including the identification of patients previously diagnosed with diabetes but who were not being treated, and the potential bias toward individuals of higher socioeconomic status, the researchers noted. However, the results support further exploration of the program as a way to identify undiagnosed diabetes, especially in underserved populations.
Diabetes in underserved groups goes undetected
“We were surprised by the sheer number of people newly diagnosed with diabetes or prediabetes,” which was far greater than expected, commented Dr. Danielson of the University of Illinois at Chicago. “Clearly, we tapped into a new population that has not often been seen by primary care providers or endocrinologists, as is often the case for underserved and vulnerable individuals who visit the emergency department as a first line for health care.”
The screening alert system is straightforward to build into an existing EMR, with technical support, Dr. Danielson said. “In theory, it should be able to be incorporated into other clinical centers and emergency departments. One of the current limitations that we are seeing is that the EMR is still flagging some people already diagnosed with diabetes to be screened for diabetes.” However, “because of this, we also see this as an opportunity to identify and reach out to those with diabetes who are still underserved and not receiving the appropriate diabetes care they need.”
The study results have broader public health implications, Dr. Danielson added. “We have identified a new, large population of people with diabetes who need medical care and diabetes education. This will further add to the burden of health care and costs, and it raises the ethical question of screening and not having full resources readily available to help.
“In my opinion, the study sheds light on a significant issue that will hopefully help drive change at both a health systems and public health level locally and nationally,” she added.
“One of the significant research gaps that has emerged now is how to link these new patients to health care and diabetes education at our institution after they leave the emergency department,” said Dr. Danielson. Diabetes screening in the ED setting is “a very novel area for health system scientists, social workers, and others to now come to the table and collaborate on next steps to help our patients.”
The study was initiated by the investigators, but was supported by a grant from Novo Nordisk to two coauthors. Dr. Danielson also disclosed grant funding from Novo Nordisk during the conduct of the study.
FROM JAMA NETWORK OPEN