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Department of Medicine, Case Western Reserve University, Metro Health Campus, Cleveland, Ohio
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Irving
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Kushner
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MD

Trivialization of Diagnosis

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The trivialization of diagnosis

Historically, diagnosis has been central to patient care. Making the correct diagnosis serves as a guide to the choice of treatment, permits assessment of prognosis, and indicates what complications to expect. Arriving at the correct diagnosis has been a major goalthe Holy Grail, as it were. Accurate diagnosis continues to be a major focus of medical practice, and accurate diagnoses are routinely made every day. Still, many experienced clinicians have the impression that in recent years the primacy of diagnosis has been coming under attack from several sources.

A decade ago, Thomas Szasz pointed out that disease is a fact of nature, while diagnosis is man made.1 The noun diagnosis is derived from the Greek verb diagignoskeinindicating knowledge attained through analysis. As defined in Merriam‐Webster's Collegiate Dictionary, the diagnosis essentially means the conclusion arrived at by the art of identifying a disease. It is the product of an intellectual effort of a particular analytic type. The response to the question What is the diagnosis? has been the name of the specific disease entity with which the patient is afflicted.

Disease entities represent coherent, organizing concepts.2 A specific disease is a condition with characteristic manifestationsclinical, histologic, or pathophysiologic. If untreated, it results in dysfunction or, in some cases, death. Differentiation of one disease from another is enhanced when there is some sort of understanding, even if incomplete, of the specific pathophysiology at play. Admittedly, concepts of what constitute specific disease entities are not fixed; they evolve with time. Not all diseases have been identified. The underlying etiology may or may not be known. Nonetheless, diseases are recognized as specific entities, distinct from other diseases. Thus, anemia is not regarded as a disease, while pernicious anemia and iron deficiency anemia are diseases. Fever is not a disease, while typhoid fever is. Arthritis is not a disease, while gonococcal arthritis is.

Billable Terms Are Replacing Traditional Medical Diagnoses

The term diagnosis has been redefined to comply with the need to enter a diagnosis for billing purposes. Use of this term for this purpose has confused the issue. Diagnoses entered for such purposes are largely derived from International Classification of Diseases (ICD) lists.3 However, the ICD was not intended to definitively identify underlying diseases, nor to serve as a guide to management and prognostication. The 6th revision of the ICD in 1948, the first revision to be widely employed, was designed for epidemiologic purposes and achieved widespread use to obtain mortality and morbidity statistics.4 It was subsequently also used as a tool to index hospital medical records.

Significantly, it was also employed for billing purposes, with far‐reaching pernicious consequences. Although the ICD purports to be a list of diseases, it actually includes symptoms and signs. Consequently, in the billing context, diagnosis no longer necessarily refers to specific disease states; it now refers to billable termsoften the manifestation that was responsible for the patient seeking medical assistance. Far from being the product of an intellectual effort, it is often merely a justification for submitting a bill. Examples of such diagnoses are shown in Table 1. Many of them represent symptoms, signs, or laboratory abnormalities. The importance of accurate medical diagnosis has been cheapened by this change. The effect is to devalue diagnosisto lessen its status as the Holy Grail.

Some Possible Diagnoses That Can Be Entered into the Electronic Medical Record in a Major Teaching Hospital
Abdominal pain General symptoms Special symptom
Abnormal blood test Immune disorders Splenomegaly
Back disorder Joint disorder Throat pain
Coagulation defects Myoneural disorder Urinary symptoms
Diseases of esophagus Otalgia Visual disturbance
Eye disorders Pain in joint Vomiting
Fluid/electrolyte disorders Right lower quadrant mass Wheezing

The effect of this on trainees is invidious, and predictable. The traditional meaning of diagnosis is being replaced in our minds. Physicians in training are tempted to deceive themselves into believing that they have arrived at an understanding of what they are dealing with when they enter such a diagnosis. After all, have they not responded to the question: what is the diagnosis?

We do not mean to imply that physicians are doing anything wrong by entering ICD terms for billing purposes. What must be done for billing purposes must be done. It is important to be aware, however, and to continually remind ourselves, that what has been entered for this purpose is often not a true medical diagnosis.

Further, when the diagnosis is not yet known, it is not possible to enter a true diagnosis. There is no way to say I don't know. It would be preferable to simply admit that the diagnosis is not yet established, as a medical resident has recently emphasized.5

Diagnosis Often Gets Short Shrift Because of the Perceived Urgency of Discharge

The emphasis on diagnosis several generations ago may have resulted, at least in part, from the relative paucity of effective therapeutic interventions before the 1930s. Things have changed; therapeutic capabilities are much more powerful now. Making the correct diagnosis seems to have lost its urgency. Instead of the major question being what is the diagnosis? it now is often what do we do now? The diagnosis is often an afterthought. Indeed, it is sometimes not even mentioned in discharge summaries, where, not uncommonly, one sees nondiagnoses such as blood in stool or polyarthritis.

In addition, we are under pressure to shorten the inpatient stay of hospitalized patients. At least a portion of the public is aware of this; thus, it has been noted in the New York Times that: The pressure to get patients out of the hospital rapidly can focus medical attention on treatment rather than diagnosis.6 We commonly seek to ameliorate the patients' status to permit discharge before (or often without) learning what we are dealing with. Sometimes one senses that the primary question has become how soon can we discharge this patient?

A price is paid for this. In the absence of a valid diagnosis, patients may be subjected to a broad array of nonessential investigations and therapeutic interventions, each with its own possible complications. Patients are often discharged without a diagnosis having been made, presenting a serious challenge to outpatient physicians who are left to manage them without a clear idea of what they are dealing with. It often falls to the outpatient physicians to make the diagnosis. This is somewhat problematic, since they themselves are under harsh time pressure. Patients often require rehospitalization for the same as‐yet‐undiagnosed condition.

The Problem‐Oriented Record Poses Problems

The widespread use of the problem‐oriented record, originated by Lawrence Weed,7 has led to problems of its own.8 It has evolved, away from its original intent. In practice, its major emphasis often seems to be on identification of problems and tracking their progress, rather than on synthesis. This often leads to muddy rather than clear diagnostic thinking. Assessments and progress notes frequently consist of lists of symptoms, organs, abnormal laboratory findings, or even medical specialties. The net effect is often fragmented thinkingas Weed7 put it, failure to integrate findings into a single entity. Synthesizing diverse findings into a single entity, when possible, is necessary to define a diagnosis. Failure to do so may have serious consequences. In a recent study of diagnostic errors in internal medicine, cognitive errors were frequently found to contribute to such errors.9 The most common cognitive problem was faulty synthesis. How much worse than faulty synthesis is failure to synthesize at all!

Presumptive Diagnoses, Even if Incorrect, Metamorphose into Established Diagnoses

We must often treat empirically. When there is no firm diagnosis, presumptive diagnoses must be made and acted upon. Unfortunately, there are not always mechanisms for the physician to make it clear that his or her diagnosis is only presumptive. (A common example is acute viral syndrome, generally an educated guess.) All too often, presumptive diagnoses are entered, without qualification, as definitive diagnoses, and then achieve immortality. Thus, if a patient is incorrectly diagnosed as having rheumatoid arthritis, all subsequent presentations will start: A so‐and‐so year‐old woman with rheumatoid arthritis for many years Presumptive diagnoses are frequently not questioned. It is easier to assume that they were arrived at after due consideration. Once entered in the medical record, they may be difficult to remove.

It is true that the need to arrive at a precise diagnosis is less pressing for some medical specialties than for others. Emergency physicians, critical care physicians, and frequently, surgeons, must commonly act on the basis of presumptive diagnoses. In contrast, internists, family physicians, psychiatrists, and indeed all physicians who care for patients with chronic illnesses can, with time, be expected to sort out accurate from inaccurate presumptive diagnoses.

A specific example of the problem of presumptive diagnosis is of interest. It is not uncommon, following a first encounter, for a diagnosis to be entered based on the patient's history alone. While such diagnoses are frequently correct, they are not invariably correct. The patient may have arrived at the conclusion herself; she may have misunderstood what she was told by her physician, or her physician may have been in error. Such inaccurate diagnoses also often achieve immortality in the medical record.

Apparent Disparaging of the Importance of Diagnosis

Further trivialization has come from a number of publications expressing concerns about the importance of diagnosis. Thus we read that there are negative consequences of emphasis on diagnosis. When we know what is wrong, we focus less on the individual and more on the disease.10 In his recent book Our Present Complaint. American Medicine, Then and Now, the scholar C.E. Rosenberg11 includes a chapter with the provocative title The Tyranny of Diagnosis. He points out that even a century ago the fear was expressed that burgeoning scientific medicine would lead to denigration of physicians' holistic and intuitive skills.11 Other authors maintain that firm diagnoses may be misleading, since many diseases are a matter of degree in a continuuma spectrumthat are best defined employing a statistical model of risk prediction.12 The suggestion is made that the usefulness of diagnostic tests should not be related to the presence or absence of a disease, but rather to whether they influence outcome.13

Scientific medicine is focused on diagnosis. Denigration of diagnosis has often come, as a philosophical posture, from opponents of reductionist thinking. As Rosenberg11 points out: It has become fashionable among humanistic and social science‐oriented commentators to dwell on the distinction between illness and disease, between the patient's felt experience and the constructions placed on that experience by the world of medicine. Their opposition, he feels, reflects the value‐laden mutual incompatibility (real or apparent) of art and science, of holism and reductionism.2

It is true that medicine is more than just biology. There is a great deal to be said for the view that scientific medicine tends to deemphasize the humanistic, holistic aspects of medical practice. However, despite all these concerns, most physiciansand, to be fair, most criticsagree that making an accurate diagnosis is important. Thus, though the title of his relevant chapter is The Tyranny of Diagnosis, Rosenberg11 states: I might just as well have used the term indispensability. Indeed, the opening words of that chapter are: Diagnosis has always played a pivotal role in medicine.11 Other authors cited above issue this disclaimer: We are not against diagnosis. Diagnosis does and always will play a central role in clinical medicine.12

The importance of diagnosis is underscored by the vigorous debate about how to assess diagnostic tests;14 apparently, diagnosis does indeed matter. While it is true that diagnoses are not always precise, objective, and quantifiable,10 abundant evidence points to the unavoidable conclusion that identifying the patient's disease is heuristically useful; that is, it works.2 The track record of modern scientific medicine in improving mortality and morbidity speaks for itself. It hardly seems necessary to defend it. In addition to representing a valuable intellectual challenge in its own right, diagnosis is pivotal to the scientific mission of medicine.

What Can Be Done?

The net effect of all these forces: the use of billable terms as diagnoses, the pressures of managed care, fragmented problem lists, persistence of incorrect presumptive diagnoses in medical records, and antireductionist criticisms is to encourage sloppy diagnostic thinking in some physicians. What can be done to emphasize the proper use of differential diagnosis in arriving at a definitive diagnosis? What can be done to underscore the importance of differentiating between presumptive and definitive diagnoses? Most importantly, how can we instill the respect for the intellectual honesty necessary to acquire and retain these skills?

Above all, we should relentlessly impress on our students and trainees the importance of arriving at an accurate definitive diagnosis. They should be aware that the job is only half done if the diagnosis has not been made. We should do this repeatedly, both by word and by example. We ourselves must display intellectual honesty.

In addition, we ought to be able to enter diagnosis uncertain, so coded, or to append the phrase cause unknown after the manifestation of concern, when we don't really know what is going on. We should routinely indicate when a diagnosis is merely presumptive. Perhaps we need a way to indicate: This diagnosis is definitive or to indicate the specific evidence that led to the diagnosis (eg, biopsy, laboratory result, radiographic finding). Finally, we need to correct the current confusion between diseases and billable terms, to differentiate the disease from the symptom, perhaps by labeling ICD‐9‐CM codes simply as billing codes, with a separate entry for actual medical diagnoses.

Although powerful historical forces have brought us to this state, we believe that arriving at the correct diagnosis is at least as important now as it has been in the past, and that its primacy should be recognized, celebrated, and fought for. We owe our patients no less.

Acknowledgements

The authors thank Drs. James Pile, Neal Dawson, and David Samols for their helpful suggestions.

References
  1. Szasz T.What counts as disease? Rationales and rationalizations for treatment.Forsch Komplementarmed.1998;5(suppl S1):4046.
  2. Rosenberg CE.What is disease? In memory of Owsei Temkin.Bull Hist Med.2003;77:491505.
  3. World Health Organization (WHO). International Classification of Diseases (ICD). Available at: http://www.who.int/classifications/icd/en. Accessed June2009.
  4. World Health Organization (WHO). History of the development of the ICD. Available at: http://www.who.int/classifications/icd/en/HistoryOfICD. pdf. Accessed June2009.
  5. Rosenbaum L.Living unlabeled—diagnosis and disorder.N Engl J Med.2008;359:16501653.
  6. Sanders L. Poison Pill. New York Times Magazine. 2008: 24–26. Available at: http://www.nytimes.com/2008/04/13/magazine/13wwln‐diagnosis‐t.html. Accessed June2009.
  7. Weed LL.Medical records that guide and teach.N Engl J Med.1968;278:593600.
  8. Kaplan DM.Clear writing, clear thinking and the disappearing art of the problem list.J Hosp Med.2007;2:199202.
  9. Graber ML, Franklin N, Gordon R.Diagnostic error in internal medicine.Arch Intern Med.2005;165:14931499.
  10. Chen P. The Tyranny of Diagnosis. New York Times. Available at: http://www.nytimes.com/2008/09/19/health/chen9‐18.html?partner=rssnyt2007.
  11. Vickers AJ, Basch E, Kattan MW.Against diagnosis.Ann Intern Med.2008;149:200203.
  12. Sonke GS, Verbeek AL, Kiemeney LA.A philosophical perspective supports the need for patient‐outcome studies in diagnostic test evaluation.J Clin Epidemiol.2009;62:5861.
  13. Gluud C, Gluud LL.Evidence based diagnostics.BMJ.2005;330:724726.
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Historically, diagnosis has been central to patient care. Making the correct diagnosis serves as a guide to the choice of treatment, permits assessment of prognosis, and indicates what complications to expect. Arriving at the correct diagnosis has been a major goalthe Holy Grail, as it were. Accurate diagnosis continues to be a major focus of medical practice, and accurate diagnoses are routinely made every day. Still, many experienced clinicians have the impression that in recent years the primacy of diagnosis has been coming under attack from several sources.

A decade ago, Thomas Szasz pointed out that disease is a fact of nature, while diagnosis is man made.1 The noun diagnosis is derived from the Greek verb diagignoskeinindicating knowledge attained through analysis. As defined in Merriam‐Webster's Collegiate Dictionary, the diagnosis essentially means the conclusion arrived at by the art of identifying a disease. It is the product of an intellectual effort of a particular analytic type. The response to the question What is the diagnosis? has been the name of the specific disease entity with which the patient is afflicted.

Disease entities represent coherent, organizing concepts.2 A specific disease is a condition with characteristic manifestationsclinical, histologic, or pathophysiologic. If untreated, it results in dysfunction or, in some cases, death. Differentiation of one disease from another is enhanced when there is some sort of understanding, even if incomplete, of the specific pathophysiology at play. Admittedly, concepts of what constitute specific disease entities are not fixed; they evolve with time. Not all diseases have been identified. The underlying etiology may or may not be known. Nonetheless, diseases are recognized as specific entities, distinct from other diseases. Thus, anemia is not regarded as a disease, while pernicious anemia and iron deficiency anemia are diseases. Fever is not a disease, while typhoid fever is. Arthritis is not a disease, while gonococcal arthritis is.

Billable Terms Are Replacing Traditional Medical Diagnoses

The term diagnosis has been redefined to comply with the need to enter a diagnosis for billing purposes. Use of this term for this purpose has confused the issue. Diagnoses entered for such purposes are largely derived from International Classification of Diseases (ICD) lists.3 However, the ICD was not intended to definitively identify underlying diseases, nor to serve as a guide to management and prognostication. The 6th revision of the ICD in 1948, the first revision to be widely employed, was designed for epidemiologic purposes and achieved widespread use to obtain mortality and morbidity statistics.4 It was subsequently also used as a tool to index hospital medical records.

Significantly, it was also employed for billing purposes, with far‐reaching pernicious consequences. Although the ICD purports to be a list of diseases, it actually includes symptoms and signs. Consequently, in the billing context, diagnosis no longer necessarily refers to specific disease states; it now refers to billable termsoften the manifestation that was responsible for the patient seeking medical assistance. Far from being the product of an intellectual effort, it is often merely a justification for submitting a bill. Examples of such diagnoses are shown in Table 1. Many of them represent symptoms, signs, or laboratory abnormalities. The importance of accurate medical diagnosis has been cheapened by this change. The effect is to devalue diagnosisto lessen its status as the Holy Grail.

Some Possible Diagnoses That Can Be Entered into the Electronic Medical Record in a Major Teaching Hospital
Abdominal pain General symptoms Special symptom
Abnormal blood test Immune disorders Splenomegaly
Back disorder Joint disorder Throat pain
Coagulation defects Myoneural disorder Urinary symptoms
Diseases of esophagus Otalgia Visual disturbance
Eye disorders Pain in joint Vomiting
Fluid/electrolyte disorders Right lower quadrant mass Wheezing

The effect of this on trainees is invidious, and predictable. The traditional meaning of diagnosis is being replaced in our minds. Physicians in training are tempted to deceive themselves into believing that they have arrived at an understanding of what they are dealing with when they enter such a diagnosis. After all, have they not responded to the question: what is the diagnosis?

We do not mean to imply that physicians are doing anything wrong by entering ICD terms for billing purposes. What must be done for billing purposes must be done. It is important to be aware, however, and to continually remind ourselves, that what has been entered for this purpose is often not a true medical diagnosis.

Further, when the diagnosis is not yet known, it is not possible to enter a true diagnosis. There is no way to say I don't know. It would be preferable to simply admit that the diagnosis is not yet established, as a medical resident has recently emphasized.5

Diagnosis Often Gets Short Shrift Because of the Perceived Urgency of Discharge

The emphasis on diagnosis several generations ago may have resulted, at least in part, from the relative paucity of effective therapeutic interventions before the 1930s. Things have changed; therapeutic capabilities are much more powerful now. Making the correct diagnosis seems to have lost its urgency. Instead of the major question being what is the diagnosis? it now is often what do we do now? The diagnosis is often an afterthought. Indeed, it is sometimes not even mentioned in discharge summaries, where, not uncommonly, one sees nondiagnoses such as blood in stool or polyarthritis.

In addition, we are under pressure to shorten the inpatient stay of hospitalized patients. At least a portion of the public is aware of this; thus, it has been noted in the New York Times that: The pressure to get patients out of the hospital rapidly can focus medical attention on treatment rather than diagnosis.6 We commonly seek to ameliorate the patients' status to permit discharge before (or often without) learning what we are dealing with. Sometimes one senses that the primary question has become how soon can we discharge this patient?

A price is paid for this. In the absence of a valid diagnosis, patients may be subjected to a broad array of nonessential investigations and therapeutic interventions, each with its own possible complications. Patients are often discharged without a diagnosis having been made, presenting a serious challenge to outpatient physicians who are left to manage them without a clear idea of what they are dealing with. It often falls to the outpatient physicians to make the diagnosis. This is somewhat problematic, since they themselves are under harsh time pressure. Patients often require rehospitalization for the same as‐yet‐undiagnosed condition.

The Problem‐Oriented Record Poses Problems

The widespread use of the problem‐oriented record, originated by Lawrence Weed,7 has led to problems of its own.8 It has evolved, away from its original intent. In practice, its major emphasis often seems to be on identification of problems and tracking their progress, rather than on synthesis. This often leads to muddy rather than clear diagnostic thinking. Assessments and progress notes frequently consist of lists of symptoms, organs, abnormal laboratory findings, or even medical specialties. The net effect is often fragmented thinkingas Weed7 put it, failure to integrate findings into a single entity. Synthesizing diverse findings into a single entity, when possible, is necessary to define a diagnosis. Failure to do so may have serious consequences. In a recent study of diagnostic errors in internal medicine, cognitive errors were frequently found to contribute to such errors.9 The most common cognitive problem was faulty synthesis. How much worse than faulty synthesis is failure to synthesize at all!

Presumptive Diagnoses, Even if Incorrect, Metamorphose into Established Diagnoses

We must often treat empirically. When there is no firm diagnosis, presumptive diagnoses must be made and acted upon. Unfortunately, there are not always mechanisms for the physician to make it clear that his or her diagnosis is only presumptive. (A common example is acute viral syndrome, generally an educated guess.) All too often, presumptive diagnoses are entered, without qualification, as definitive diagnoses, and then achieve immortality. Thus, if a patient is incorrectly diagnosed as having rheumatoid arthritis, all subsequent presentations will start: A so‐and‐so year‐old woman with rheumatoid arthritis for many years Presumptive diagnoses are frequently not questioned. It is easier to assume that they were arrived at after due consideration. Once entered in the medical record, they may be difficult to remove.

It is true that the need to arrive at a precise diagnosis is less pressing for some medical specialties than for others. Emergency physicians, critical care physicians, and frequently, surgeons, must commonly act on the basis of presumptive diagnoses. In contrast, internists, family physicians, psychiatrists, and indeed all physicians who care for patients with chronic illnesses can, with time, be expected to sort out accurate from inaccurate presumptive diagnoses.

A specific example of the problem of presumptive diagnosis is of interest. It is not uncommon, following a first encounter, for a diagnosis to be entered based on the patient's history alone. While such diagnoses are frequently correct, they are not invariably correct. The patient may have arrived at the conclusion herself; she may have misunderstood what she was told by her physician, or her physician may have been in error. Such inaccurate diagnoses also often achieve immortality in the medical record.

Apparent Disparaging of the Importance of Diagnosis

Further trivialization has come from a number of publications expressing concerns about the importance of diagnosis. Thus we read that there are negative consequences of emphasis on diagnosis. When we know what is wrong, we focus less on the individual and more on the disease.10 In his recent book Our Present Complaint. American Medicine, Then and Now, the scholar C.E. Rosenberg11 includes a chapter with the provocative title The Tyranny of Diagnosis. He points out that even a century ago the fear was expressed that burgeoning scientific medicine would lead to denigration of physicians' holistic and intuitive skills.11 Other authors maintain that firm diagnoses may be misleading, since many diseases are a matter of degree in a continuuma spectrumthat are best defined employing a statistical model of risk prediction.12 The suggestion is made that the usefulness of diagnostic tests should not be related to the presence or absence of a disease, but rather to whether they influence outcome.13

Scientific medicine is focused on diagnosis. Denigration of diagnosis has often come, as a philosophical posture, from opponents of reductionist thinking. As Rosenberg11 points out: It has become fashionable among humanistic and social science‐oriented commentators to dwell on the distinction between illness and disease, between the patient's felt experience and the constructions placed on that experience by the world of medicine. Their opposition, he feels, reflects the value‐laden mutual incompatibility (real or apparent) of art and science, of holism and reductionism.2

It is true that medicine is more than just biology. There is a great deal to be said for the view that scientific medicine tends to deemphasize the humanistic, holistic aspects of medical practice. However, despite all these concerns, most physiciansand, to be fair, most criticsagree that making an accurate diagnosis is important. Thus, though the title of his relevant chapter is The Tyranny of Diagnosis, Rosenberg11 states: I might just as well have used the term indispensability. Indeed, the opening words of that chapter are: Diagnosis has always played a pivotal role in medicine.11 Other authors cited above issue this disclaimer: We are not against diagnosis. Diagnosis does and always will play a central role in clinical medicine.12

The importance of diagnosis is underscored by the vigorous debate about how to assess diagnostic tests;14 apparently, diagnosis does indeed matter. While it is true that diagnoses are not always precise, objective, and quantifiable,10 abundant evidence points to the unavoidable conclusion that identifying the patient's disease is heuristically useful; that is, it works.2 The track record of modern scientific medicine in improving mortality and morbidity speaks for itself. It hardly seems necessary to defend it. In addition to representing a valuable intellectual challenge in its own right, diagnosis is pivotal to the scientific mission of medicine.

What Can Be Done?

The net effect of all these forces: the use of billable terms as diagnoses, the pressures of managed care, fragmented problem lists, persistence of incorrect presumptive diagnoses in medical records, and antireductionist criticisms is to encourage sloppy diagnostic thinking in some physicians. What can be done to emphasize the proper use of differential diagnosis in arriving at a definitive diagnosis? What can be done to underscore the importance of differentiating between presumptive and definitive diagnoses? Most importantly, how can we instill the respect for the intellectual honesty necessary to acquire and retain these skills?

Above all, we should relentlessly impress on our students and trainees the importance of arriving at an accurate definitive diagnosis. They should be aware that the job is only half done if the diagnosis has not been made. We should do this repeatedly, both by word and by example. We ourselves must display intellectual honesty.

In addition, we ought to be able to enter diagnosis uncertain, so coded, or to append the phrase cause unknown after the manifestation of concern, when we don't really know what is going on. We should routinely indicate when a diagnosis is merely presumptive. Perhaps we need a way to indicate: This diagnosis is definitive or to indicate the specific evidence that led to the diagnosis (eg, biopsy, laboratory result, radiographic finding). Finally, we need to correct the current confusion between diseases and billable terms, to differentiate the disease from the symptom, perhaps by labeling ICD‐9‐CM codes simply as billing codes, with a separate entry for actual medical diagnoses.

Although powerful historical forces have brought us to this state, we believe that arriving at the correct diagnosis is at least as important now as it has been in the past, and that its primacy should be recognized, celebrated, and fought for. We owe our patients no less.

Acknowledgements

The authors thank Drs. James Pile, Neal Dawson, and David Samols for their helpful suggestions.

Historically, diagnosis has been central to patient care. Making the correct diagnosis serves as a guide to the choice of treatment, permits assessment of prognosis, and indicates what complications to expect. Arriving at the correct diagnosis has been a major goalthe Holy Grail, as it were. Accurate diagnosis continues to be a major focus of medical practice, and accurate diagnoses are routinely made every day. Still, many experienced clinicians have the impression that in recent years the primacy of diagnosis has been coming under attack from several sources.

A decade ago, Thomas Szasz pointed out that disease is a fact of nature, while diagnosis is man made.1 The noun diagnosis is derived from the Greek verb diagignoskeinindicating knowledge attained through analysis. As defined in Merriam‐Webster's Collegiate Dictionary, the diagnosis essentially means the conclusion arrived at by the art of identifying a disease. It is the product of an intellectual effort of a particular analytic type. The response to the question What is the diagnosis? has been the name of the specific disease entity with which the patient is afflicted.

Disease entities represent coherent, organizing concepts.2 A specific disease is a condition with characteristic manifestationsclinical, histologic, or pathophysiologic. If untreated, it results in dysfunction or, in some cases, death. Differentiation of one disease from another is enhanced when there is some sort of understanding, even if incomplete, of the specific pathophysiology at play. Admittedly, concepts of what constitute specific disease entities are not fixed; they evolve with time. Not all diseases have been identified. The underlying etiology may or may not be known. Nonetheless, diseases are recognized as specific entities, distinct from other diseases. Thus, anemia is not regarded as a disease, while pernicious anemia and iron deficiency anemia are diseases. Fever is not a disease, while typhoid fever is. Arthritis is not a disease, while gonococcal arthritis is.

Billable Terms Are Replacing Traditional Medical Diagnoses

The term diagnosis has been redefined to comply with the need to enter a diagnosis for billing purposes. Use of this term for this purpose has confused the issue. Diagnoses entered for such purposes are largely derived from International Classification of Diseases (ICD) lists.3 However, the ICD was not intended to definitively identify underlying diseases, nor to serve as a guide to management and prognostication. The 6th revision of the ICD in 1948, the first revision to be widely employed, was designed for epidemiologic purposes and achieved widespread use to obtain mortality and morbidity statistics.4 It was subsequently also used as a tool to index hospital medical records.

Significantly, it was also employed for billing purposes, with far‐reaching pernicious consequences. Although the ICD purports to be a list of diseases, it actually includes symptoms and signs. Consequently, in the billing context, diagnosis no longer necessarily refers to specific disease states; it now refers to billable termsoften the manifestation that was responsible for the patient seeking medical assistance. Far from being the product of an intellectual effort, it is often merely a justification for submitting a bill. Examples of such diagnoses are shown in Table 1. Many of them represent symptoms, signs, or laboratory abnormalities. The importance of accurate medical diagnosis has been cheapened by this change. The effect is to devalue diagnosisto lessen its status as the Holy Grail.

Some Possible Diagnoses That Can Be Entered into the Electronic Medical Record in a Major Teaching Hospital
Abdominal pain General symptoms Special symptom
Abnormal blood test Immune disorders Splenomegaly
Back disorder Joint disorder Throat pain
Coagulation defects Myoneural disorder Urinary symptoms
Diseases of esophagus Otalgia Visual disturbance
Eye disorders Pain in joint Vomiting
Fluid/electrolyte disorders Right lower quadrant mass Wheezing

The effect of this on trainees is invidious, and predictable. The traditional meaning of diagnosis is being replaced in our minds. Physicians in training are tempted to deceive themselves into believing that they have arrived at an understanding of what they are dealing with when they enter such a diagnosis. After all, have they not responded to the question: what is the diagnosis?

We do not mean to imply that physicians are doing anything wrong by entering ICD terms for billing purposes. What must be done for billing purposes must be done. It is important to be aware, however, and to continually remind ourselves, that what has been entered for this purpose is often not a true medical diagnosis.

Further, when the diagnosis is not yet known, it is not possible to enter a true diagnosis. There is no way to say I don't know. It would be preferable to simply admit that the diagnosis is not yet established, as a medical resident has recently emphasized.5

Diagnosis Often Gets Short Shrift Because of the Perceived Urgency of Discharge

The emphasis on diagnosis several generations ago may have resulted, at least in part, from the relative paucity of effective therapeutic interventions before the 1930s. Things have changed; therapeutic capabilities are much more powerful now. Making the correct diagnosis seems to have lost its urgency. Instead of the major question being what is the diagnosis? it now is often what do we do now? The diagnosis is often an afterthought. Indeed, it is sometimes not even mentioned in discharge summaries, where, not uncommonly, one sees nondiagnoses such as blood in stool or polyarthritis.

In addition, we are under pressure to shorten the inpatient stay of hospitalized patients. At least a portion of the public is aware of this; thus, it has been noted in the New York Times that: The pressure to get patients out of the hospital rapidly can focus medical attention on treatment rather than diagnosis.6 We commonly seek to ameliorate the patients' status to permit discharge before (or often without) learning what we are dealing with. Sometimes one senses that the primary question has become how soon can we discharge this patient?

A price is paid for this. In the absence of a valid diagnosis, patients may be subjected to a broad array of nonessential investigations and therapeutic interventions, each with its own possible complications. Patients are often discharged without a diagnosis having been made, presenting a serious challenge to outpatient physicians who are left to manage them without a clear idea of what they are dealing with. It often falls to the outpatient physicians to make the diagnosis. This is somewhat problematic, since they themselves are under harsh time pressure. Patients often require rehospitalization for the same as‐yet‐undiagnosed condition.

The Problem‐Oriented Record Poses Problems

The widespread use of the problem‐oriented record, originated by Lawrence Weed,7 has led to problems of its own.8 It has evolved, away from its original intent. In practice, its major emphasis often seems to be on identification of problems and tracking their progress, rather than on synthesis. This often leads to muddy rather than clear diagnostic thinking. Assessments and progress notes frequently consist of lists of symptoms, organs, abnormal laboratory findings, or even medical specialties. The net effect is often fragmented thinkingas Weed7 put it, failure to integrate findings into a single entity. Synthesizing diverse findings into a single entity, when possible, is necessary to define a diagnosis. Failure to do so may have serious consequences. In a recent study of diagnostic errors in internal medicine, cognitive errors were frequently found to contribute to such errors.9 The most common cognitive problem was faulty synthesis. How much worse than faulty synthesis is failure to synthesize at all!

Presumptive Diagnoses, Even if Incorrect, Metamorphose into Established Diagnoses

We must often treat empirically. When there is no firm diagnosis, presumptive diagnoses must be made and acted upon. Unfortunately, there are not always mechanisms for the physician to make it clear that his or her diagnosis is only presumptive. (A common example is acute viral syndrome, generally an educated guess.) All too often, presumptive diagnoses are entered, without qualification, as definitive diagnoses, and then achieve immortality. Thus, if a patient is incorrectly diagnosed as having rheumatoid arthritis, all subsequent presentations will start: A so‐and‐so year‐old woman with rheumatoid arthritis for many years Presumptive diagnoses are frequently not questioned. It is easier to assume that they were arrived at after due consideration. Once entered in the medical record, they may be difficult to remove.

It is true that the need to arrive at a precise diagnosis is less pressing for some medical specialties than for others. Emergency physicians, critical care physicians, and frequently, surgeons, must commonly act on the basis of presumptive diagnoses. In contrast, internists, family physicians, psychiatrists, and indeed all physicians who care for patients with chronic illnesses can, with time, be expected to sort out accurate from inaccurate presumptive diagnoses.

A specific example of the problem of presumptive diagnosis is of interest. It is not uncommon, following a first encounter, for a diagnosis to be entered based on the patient's history alone. While such diagnoses are frequently correct, they are not invariably correct. The patient may have arrived at the conclusion herself; she may have misunderstood what she was told by her physician, or her physician may have been in error. Such inaccurate diagnoses also often achieve immortality in the medical record.

Apparent Disparaging of the Importance of Diagnosis

Further trivialization has come from a number of publications expressing concerns about the importance of diagnosis. Thus we read that there are negative consequences of emphasis on diagnosis. When we know what is wrong, we focus less on the individual and more on the disease.10 In his recent book Our Present Complaint. American Medicine, Then and Now, the scholar C.E. Rosenberg11 includes a chapter with the provocative title The Tyranny of Diagnosis. He points out that even a century ago the fear was expressed that burgeoning scientific medicine would lead to denigration of physicians' holistic and intuitive skills.11 Other authors maintain that firm diagnoses may be misleading, since many diseases are a matter of degree in a continuuma spectrumthat are best defined employing a statistical model of risk prediction.12 The suggestion is made that the usefulness of diagnostic tests should not be related to the presence or absence of a disease, but rather to whether they influence outcome.13

Scientific medicine is focused on diagnosis. Denigration of diagnosis has often come, as a philosophical posture, from opponents of reductionist thinking. As Rosenberg11 points out: It has become fashionable among humanistic and social science‐oriented commentators to dwell on the distinction between illness and disease, between the patient's felt experience and the constructions placed on that experience by the world of medicine. Their opposition, he feels, reflects the value‐laden mutual incompatibility (real or apparent) of art and science, of holism and reductionism.2

It is true that medicine is more than just biology. There is a great deal to be said for the view that scientific medicine tends to deemphasize the humanistic, holistic aspects of medical practice. However, despite all these concerns, most physiciansand, to be fair, most criticsagree that making an accurate diagnosis is important. Thus, though the title of his relevant chapter is The Tyranny of Diagnosis, Rosenberg11 states: I might just as well have used the term indispensability. Indeed, the opening words of that chapter are: Diagnosis has always played a pivotal role in medicine.11 Other authors cited above issue this disclaimer: We are not against diagnosis. Diagnosis does and always will play a central role in clinical medicine.12

The importance of diagnosis is underscored by the vigorous debate about how to assess diagnostic tests;14 apparently, diagnosis does indeed matter. While it is true that diagnoses are not always precise, objective, and quantifiable,10 abundant evidence points to the unavoidable conclusion that identifying the patient's disease is heuristically useful; that is, it works.2 The track record of modern scientific medicine in improving mortality and morbidity speaks for itself. It hardly seems necessary to defend it. In addition to representing a valuable intellectual challenge in its own right, diagnosis is pivotal to the scientific mission of medicine.

What Can Be Done?

The net effect of all these forces: the use of billable terms as diagnoses, the pressures of managed care, fragmented problem lists, persistence of incorrect presumptive diagnoses in medical records, and antireductionist criticisms is to encourage sloppy diagnostic thinking in some physicians. What can be done to emphasize the proper use of differential diagnosis in arriving at a definitive diagnosis? What can be done to underscore the importance of differentiating between presumptive and definitive diagnoses? Most importantly, how can we instill the respect for the intellectual honesty necessary to acquire and retain these skills?

Above all, we should relentlessly impress on our students and trainees the importance of arriving at an accurate definitive diagnosis. They should be aware that the job is only half done if the diagnosis has not been made. We should do this repeatedly, both by word and by example. We ourselves must display intellectual honesty.

In addition, we ought to be able to enter diagnosis uncertain, so coded, or to append the phrase cause unknown after the manifestation of concern, when we don't really know what is going on. We should routinely indicate when a diagnosis is merely presumptive. Perhaps we need a way to indicate: This diagnosis is definitive or to indicate the specific evidence that led to the diagnosis (eg, biopsy, laboratory result, radiographic finding). Finally, we need to correct the current confusion between diseases and billable terms, to differentiate the disease from the symptom, perhaps by labeling ICD‐9‐CM codes simply as billing codes, with a separate entry for actual medical diagnoses.

Although powerful historical forces have brought us to this state, we believe that arriving at the correct diagnosis is at least as important now as it has been in the past, and that its primacy should be recognized, celebrated, and fought for. We owe our patients no less.

Acknowledgements

The authors thank Drs. James Pile, Neal Dawson, and David Samols for their helpful suggestions.

References
  1. Szasz T.What counts as disease? Rationales and rationalizations for treatment.Forsch Komplementarmed.1998;5(suppl S1):4046.
  2. Rosenberg CE.What is disease? In memory of Owsei Temkin.Bull Hist Med.2003;77:491505.
  3. World Health Organization (WHO). International Classification of Diseases (ICD). Available at: http://www.who.int/classifications/icd/en. Accessed June2009.
  4. World Health Organization (WHO). History of the development of the ICD. Available at: http://www.who.int/classifications/icd/en/HistoryOfICD. pdf. Accessed June2009.
  5. Rosenbaum L.Living unlabeled—diagnosis and disorder.N Engl J Med.2008;359:16501653.
  6. Sanders L. Poison Pill. New York Times Magazine. 2008: 24–26. Available at: http://www.nytimes.com/2008/04/13/magazine/13wwln‐diagnosis‐t.html. Accessed June2009.
  7. Weed LL.Medical records that guide and teach.N Engl J Med.1968;278:593600.
  8. Kaplan DM.Clear writing, clear thinking and the disappearing art of the problem list.J Hosp Med.2007;2:199202.
  9. Graber ML, Franklin N, Gordon R.Diagnostic error in internal medicine.Arch Intern Med.2005;165:14931499.
  10. Chen P. The Tyranny of Diagnosis. New York Times. Available at: http://www.nytimes.com/2008/09/19/health/chen9‐18.html?partner=rssnyt2007.
  11. Vickers AJ, Basch E, Kattan MW.Against diagnosis.Ann Intern Med.2008;149:200203.
  12. Sonke GS, Verbeek AL, Kiemeney LA.A philosophical perspective supports the need for patient‐outcome studies in diagnostic test evaluation.J Clin Epidemiol.2009;62:5861.
  13. Gluud C, Gluud LL.Evidence based diagnostics.BMJ.2005;330:724726.
References
  1. Szasz T.What counts as disease? Rationales and rationalizations for treatment.Forsch Komplementarmed.1998;5(suppl S1):4046.
  2. Rosenberg CE.What is disease? In memory of Owsei Temkin.Bull Hist Med.2003;77:491505.
  3. World Health Organization (WHO). International Classification of Diseases (ICD). Available at: http://www.who.int/classifications/icd/en. Accessed June2009.
  4. World Health Organization (WHO). History of the development of the ICD. Available at: http://www.who.int/classifications/icd/en/HistoryOfICD. pdf. Accessed June2009.
  5. Rosenbaum L.Living unlabeled—diagnosis and disorder.N Engl J Med.2008;359:16501653.
  6. Sanders L. Poison Pill. New York Times Magazine. 2008: 24–26. Available at: http://www.nytimes.com/2008/04/13/magazine/13wwln‐diagnosis‐t.html. Accessed June2009.
  7. Weed LL.Medical records that guide and teach.N Engl J Med.1968;278:593600.
  8. Kaplan DM.Clear writing, clear thinking and the disappearing art of the problem list.J Hosp Med.2007;2:199202.
  9. Graber ML, Franklin N, Gordon R.Diagnostic error in internal medicine.Arch Intern Med.2005;165:14931499.
  10. Chen P. The Tyranny of Diagnosis. New York Times. Available at: http://www.nytimes.com/2008/09/19/health/chen9‐18.html?partner=rssnyt2007.
  11. Vickers AJ, Basch E, Kattan MW.Against diagnosis.Ann Intern Med.2008;149:200203.
  12. Sonke GS, Verbeek AL, Kiemeney LA.A philosophical perspective supports the need for patient‐outcome studies in diagnostic test evaluation.J Clin Epidemiol.2009;62:5861.
  13. Gluud C, Gluud LL.Evidence based diagnostics.BMJ.2005;330:724726.
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