Skip to main content
Top
Published in: BMC Primary Care 1/2014

Open Access 01-12-2014 | Study protocol

Identification of factors associated with diagnostic error in primary care

Authors: Sergio Minué, Clara Bermúdez-Tamayo, Alberto Fernández, José Jesús Martín-Martín, Vivian Benítez, Miguel Melguizo, Araceli Caro, María José Orgaz, Miguel Angel Prados, José Enrique Díaz, Rafael Montoro

Published in: BMC Primary Care | Issue 1/2014

Login to get access

Abstract

Background

Missed, delayed or incorrect diagnoses are considered to be diagnostic errors. The aim of this paper is to describe the methodology of a study to analyse cognitive aspects of the process by which primary care (PC) physicians diagnose dyspnoea. It examines the possible links between the use of heuristics, suboptimal cognitive acts and diagnostic errors, using Reason’s taxonomy of human error (slips, lapses, mistakes and violations). The influence of situational factors (professional experience, perceived overwork and fatigue) is also analysed.

Methods

Cohort study of new episodes of dyspnoea in patients receiving care from family physicians and residents at PC centres in Granada (Spain). With an initial expected diagnostic error rate of 20%, and a sampling error of 3%, 384 episodes of dyspnoea are calculated to be required. In addition to filling out the electronic medical record of the patients attended, each physician fills out 2 specially designed questionnaires about the diagnostic process performed in each case of dyspnoea. The first questionnaire includes questions on the physician’s initial diagnostic impression, the 3 most likely diagnoses (in order of likelihood), and the diagnosis reached after the initial medical history and physical examination. It also includes items on the physicians’ perceived overwork and fatigue during patient care. The second questionnaire records the confirmed diagnosis once it is reached. The complete diagnostic process is peer-reviewed to identify and classify the diagnostic errors. The possible use of heuristics of representativeness, availability, and anchoring and adjustment in each diagnostic process is also analysed. Each audit is reviewed with the physician responsible for the diagnostic process. Finally, logistic regression models are used to determine if there are differences in the diagnostic error variables based on the heuristics identified.

Discussion

This work sets out a new approach to studying the diagnostic decision-making process in PC, taking advantage of new technologies which allow immediate recording of the decision-making process.
Appendix
Available only for authorised users
Literature
1.
go back to reference McDonald KM, Matesic B, Contopuolos-Ionnidis DG, Lonhart J, Schmidt E, Pineda N, Ionnidis JP: Patient safety strategies targeted at diagnostic errors: a systematic review. Ann Intern Med. 2013, 158: 381-389. 10.7326/0003-4819-158-5-201303051-00004.CrossRefPubMed McDonald KM, Matesic B, Contopuolos-Ionnidis DG, Lonhart J, Schmidt E, Pineda N, Ionnidis JP: Patient safety strategies targeted at diagnostic errors: a systematic review. Ann Intern Med. 2013, 158: 381-389. 10.7326/0003-4819-158-5-201303051-00004.CrossRefPubMed
2.
go back to reference Graber ML: The incidence of diagnostic error in medicine. BMJ Qual Saf. 2013, 22 (Suppl 2): doi:10.1136/bmjqs-2012-001615 Graber ML: The incidence of diagnostic error in medicine. BMJ Qual Saf. 2013, 22 (Suppl 2): doi:10.1136/bmjqs-2012-001615
3.
go back to reference Graber ML, Wachter RM, Cassel CK: Bringing diagnosis into the quality and safety equations. JAMA. 2012, 308: 1211-1212. 10.1001/2012.jama.11913.CrossRefPubMed Graber ML, Wachter RM, Cassel CK: Bringing diagnosis into the quality and safety equations. JAMA. 2012, 308: 1211-1212. 10.1001/2012.jama.11913.CrossRefPubMed
4.
go back to reference Berner ES, Graber ML: Overconfidence as a cause of diagnostic error in medicine. Am J Med. 2008, 121: S2-S23.CrossRefPubMed Berner ES, Graber ML: Overconfidence as a cause of diagnostic error in medicine. Am J Med. 2008, 121: S2-S23.CrossRefPubMed
5.
go back to reference Elstein AS: Heuristics and biases: selected errors in clinical reasoning. Acad Med. 1999, 74: 791-794. 10.1097/00001888-199907000-00012.CrossRefPubMed Elstein AS: Heuristics and biases: selected errors in clinical reasoning. Acad Med. 1999, 74: 791-794. 10.1097/00001888-199907000-00012.CrossRefPubMed
6.
go back to reference Newman-Toker DE, Makary MA: Measuring diagnostic errors in primary care: the first step on a path forward. Comment on “Types and origins of diagnostic errors in primary care settings”. JAMA Intern Med. 2013, 173: 425-426. 10.1001/jamainternmed.2013.225.CrossRefPubMed Newman-Toker DE, Makary MA: Measuring diagnostic errors in primary care: the first step on a path forward. Comment on “Types and origins of diagnostic errors in primary care settings”. JAMA Intern Med. 2013, 173: 425-426. 10.1001/jamainternmed.2013.225.CrossRefPubMed
7.
go back to reference Leape LL, Brennan TA, Laird N, Lawthers AG, Localio AR, Barnes BA, Hebert L, Newhouse JP, Weiler PC, Hiatt H: The nature of adverse events in hospitalized patients. Results of the Harvard Medical Practice Study II. N Engl J Med. 1991, 324: 377-384. 10.1056/NEJM199102073240605.CrossRefPubMed Leape LL, Brennan TA, Laird N, Lawthers AG, Localio AR, Barnes BA, Hebert L, Newhouse JP, Weiler PC, Hiatt H: The nature of adverse events in hospitalized patients. Results of the Harvard Medical Practice Study II. N Engl J Med. 1991, 324: 377-384. 10.1056/NEJM199102073240605.CrossRefPubMed
8.
go back to reference Newman-Toker DE, Pronovost PJ: Diagnostic errors–the next frontier for patient safety. JAMA. 2009, 301: 1060-1062. 10.1001/jama.2009.249.CrossRefPubMed Newman-Toker DE, Pronovost PJ: Diagnostic errors–the next frontier for patient safety. JAMA. 2009, 301: 1060-1062. 10.1001/jama.2009.249.CrossRefPubMed
9.
go back to reference Singh H, Giardina TD, Meyer AN, Forjuoh SN, Reis MD, Thomas EJ: Types and origins of diagnostic errors in primary care settings. JAMA Intern Med. 2013, 173 (6): 418-425. 10.1001/jamainternmed.2013.2777.CrossRefPubMedPubMedCentral Singh H, Giardina TD, Meyer AN, Forjuoh SN, Reis MD, Thomas EJ: Types and origins of diagnostic errors in primary care settings. JAMA Intern Med. 2013, 173 (6): 418-425. 10.1001/jamainternmed.2013.2777.CrossRefPubMedPubMedCentral
10.
go back to reference Welch G, Schwartz L, Woloshin S: Overdiagnosed: Making People Sick in the Pursuit of Health. 2011, Boston: Beacon Press Welch G, Schwartz L, Woloshin S: Overdiagnosed: Making People Sick in the Pursuit of Health. 2011, Boston: Beacon Press
11.
go back to reference Stanovich KE, West RF: Individual differences in reasoning: implications for the rationality debate. Behav Brain Sci. 2000, 23: 645-665. 10.1017/S0140525X00003435.CrossRefPubMed Stanovich KE, West RF: Individual differences in reasoning: implications for the rationality debate. Behav Brain Sci. 2000, 23: 645-665. 10.1017/S0140525X00003435.CrossRefPubMed
12.
go back to reference Graber ML, Franklin N, Gordon R: Diagnostic error in internal medicine. Arch Intern Med. 2005, 165: 1493-1499. 10.1001/archinte.165.13.1493.CrossRefPubMed Graber ML, Franklin N, Gordon R: Diagnostic error in internal medicine. Arch Intern Med. 2005, 165: 1493-1499. 10.1001/archinte.165.13.1493.CrossRefPubMed
13.
go back to reference Balla J, Heneghan C, Goyder C, Thompson M: Identifying early warning signs for diagnostic errors in primary care: a qualitative study. BMJ Open. 2012, 2: e001539-CrossRefPubMedPubMedCentral Balla J, Heneghan C, Goyder C, Thompson M: Identifying early warning signs for diagnostic errors in primary care: a qualitative study. BMJ Open. 2012, 2: e001539-CrossRefPubMedPubMedCentral
14.
go back to reference Gilovich T, Griffin D, Kahneman D: Heuristics and Biases. The Psychology of Intuitive Judgment. 2002, Cambridge: Cambridge University PressCrossRef Gilovich T, Griffin D, Kahneman D: Heuristics and Biases. The Psychology of Intuitive Judgment. 2002, Cambridge: Cambridge University PressCrossRef
15.
go back to reference Kahneman D, Slovic P, Tversky A: Judgement Under Uncertainty: Heuristics and Biases. 1982, Cambridge: Cambridge University PressCrossRef Kahneman D, Slovic P, Tversky A: Judgement Under Uncertainty: Heuristics and Biases. 1982, Cambridge: Cambridge University PressCrossRef
16.
go back to reference Norman GR, Eva KW: Diagnostic error and clinical reasoning. Med Educ. 2010, 44: 94-100. 10.1111/j.1365-2923.2009.03507.x.CrossRefPubMed Norman GR, Eva KW: Diagnostic error and clinical reasoning. Med Educ. 2010, 44: 94-100. 10.1111/j.1365-2923.2009.03507.x.CrossRefPubMed
17.
go back to reference Kahneman D: Thinking, Fast and Slow. 2011, New York: Farrar, Straus and Giroux Kahneman D: Thinking, Fast and Slow. 2011, New York: Farrar, Straus and Giroux
18.
go back to reference Zwaan L, Thijs A, Wagner C, van der Wal G, Timmermans DR: Design of a study on suboptimal cognitive acts in the diagnostic process, the effect on patient outcomes and the influence of workload, fatigue and experience of physician. BMC Health Serv Res. 2009, 9: 65-10.1186/1472-6963-9-65.CrossRefPubMedPubMedCentral Zwaan L, Thijs A, Wagner C, van der Wal G, Timmermans DR: Design of a study on suboptimal cognitive acts in the diagnostic process, the effect on patient outcomes and the influence of workload, fatigue and experience of physician. BMC Health Serv Res. 2009, 9: 65-10.1186/1472-6963-9-65.CrossRefPubMedPubMedCentral
19.
20.
go back to reference Knottnerus JA: Medical decision making by general practitioners and specialists. Fam Pract. 1991, 8: 305-307. 10.1093/fampra/8.4.305.CrossRefPubMed Knottnerus JA: Medical decision making by general practitioners and specialists. Fam Pract. 1991, 8: 305-307. 10.1093/fampra/8.4.305.CrossRefPubMed
21.
go back to reference Starfield B: Primary Care: Concept, Evaluation, and Policy. 1992, New York: Oxford University Press Starfield B: Primary Care: Concept, Evaluation, and Policy. 1992, New York: Oxford University Press
22.
go back to reference Wachter R: Patient Safety At Ten: Unmistakable Progress, Troubling Gaps. Health Affairs. 2010, 29: 165-173. 10.1377/hlthaff.2009.0785.CrossRefPubMed Wachter R: Patient Safety At Ten: Unmistakable Progress, Troubling Gaps. Health Affairs. 2010, 29: 165-173. 10.1377/hlthaff.2009.0785.CrossRefPubMed
23.
go back to reference Zwaan L, Thijs A, Wagner C, van der Wal G, Timmermans DR: Relating faults in diagnostic reasoning with diagnostic errors and patient harm. Acad Med. 2012, 87: 149-156. 10.1097/ACM.0b013e31823f71e6.CrossRefPubMed Zwaan L, Thijs A, Wagner C, van der Wal G, Timmermans DR: Relating faults in diagnostic reasoning with diagnostic errors and patient harm. Acad Med. 2012, 87: 149-156. 10.1097/ACM.0b013e31823f71e6.CrossRefPubMed
24.
go back to reference Croskerry P, Singhal G, Mamede S: Cognitive debiasing 1: origins of bias and theory of debiasing. BMJ Qual Saf. 2013, 22 (Suppl 2): 1-7. doi:10.1136/bmjqs-2012-001712CrossRef Croskerry P, Singhal G, Mamede S: Cognitive debiasing 1: origins of bias and theory of debiasing. BMJ Qual Saf. 2013, 22 (Suppl 2): 1-7. doi:10.1136/bmjqs-2012-001712CrossRef
25.
go back to reference Eva KW, Norman GR: Heuristics and biases–a biased perspective on clinical reasoning. Med Educ. 2005, 39: 870-872. 10.1111/j.1365-2929.2005.02258.x.CrossRefPubMed Eva KW, Norman GR: Heuristics and biases–a biased perspective on clinical reasoning. Med Educ. 2005, 39: 870-872. 10.1111/j.1365-2929.2005.02258.x.CrossRefPubMed
26.
go back to reference Graber ML, Kissam S, Payne VL, Meyer AN, Sorensen A, Lenfestey N, Tant E, Henriksen K, Labresh K, Singh H: Cognitive interventions to reduce diagnostic error: a narrative review. BMJ Qual Saf. 2012, 21 (7): 535-557. 10.1136/bmjqs-2011-000149.CrossRefPubMed Graber ML, Kissam S, Payne VL, Meyer AN, Sorensen A, Lenfestey N, Tant E, Henriksen K, Labresh K, Singh H: Cognitive interventions to reduce diagnostic error: a narrative review. BMJ Qual Saf. 2012, 21 (7): 535-557. 10.1136/bmjqs-2011-000149.CrossRefPubMed
27.
go back to reference Singh H, Graber ML, Kissam SM, Sorensen AV, Lenfestey NF, Tant EM, Henriksen K, LaBresh KA: System-related interventions to reduce diagnostic errors: a narrative review. BMJ Qual Saf. 2012, 21 (2): 160-170. 10.1136/bmjqs-2011-000150.CrossRefPubMed Singh H, Graber ML, Kissam SM, Sorensen AV, Lenfestey NF, Tant EM, Henriksen K, LaBresh KA: System-related interventions to reduce diagnostic errors: a narrative review. BMJ Qual Saf. 2012, 21 (2): 160-170. 10.1136/bmjqs-2011-000150.CrossRefPubMed
28.
go back to reference Zwaan L, Schiff GD, Singh H: Advancing the research agenda for diagnostic error reduction. BMJ Qual Saf. 2013, 22 (Suppl 2): 1-6. doi:10.1136/bmjqs-2012-001624CrossRef Zwaan L, Schiff GD, Singh H: Advancing the research agenda for diagnostic error reduction. BMJ Qual Saf. 2013, 22 (Suppl 2): 1-6. doi:10.1136/bmjqs-2012-001624CrossRef
Metadata
Title
Identification of factors associated with diagnostic error in primary care
Authors
Sergio Minué
Clara Bermúdez-Tamayo
Alberto Fernández
José Jesús Martín-Martín
Vivian Benítez
Miguel Melguizo
Araceli Caro
María José Orgaz
Miguel Angel Prados
José Enrique Díaz
Rafael Montoro
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Primary Care / Issue 1/2014
Electronic ISSN: 2731-4553
DOI
https://doi.org/10.1186/1471-2296-15-92

Other articles of this Issue 1/2014

BMC Primary Care 1/2014 Go to the issue