Skip to main content
Top
Published in: Journal of General Internal Medicine 3/2009

01-03-2009 | Original Article

Primary Care Physicians’ Use of an Electronic Medical Record System: A Cognitive Task Analysis

Authors: Aviv Shachak, PhD, Michal Hadas-Dayagi, MA, Amitai Ziv, MD, MHA, Shmuel Reis, MD, MHPE

Published in: Journal of General Internal Medicine | Issue 3/2009

Login to get access

Abstract

OBJECTIVE

To describe physicians’ patterns of using an Electronic Medical Record (EMR) system; to reveal the underlying cognitive elements involved in EMR use, possible resulting errors, and influences on patient–doctor communication; to gain insight into the role of expertise in incorporating EMRs into clinical practice in general and communicative behavior in particular.

DESIGN

Cognitive task analysis using semi-structured interviews and field observations.

PARTICIPANTS

Twenty-five primary care physicians from the northern district of the largest health maintenance organization (HMO) in Israel.

RESULTS

The comprehensiveness, organization, and readability of data in the EMR system reduced physicians’ need to recall information from memory and the difficulty of reading handwriting. Physicians perceived EMR use as reducing the cognitive load associated with clinical tasks. Automaticity of EMR use contributed to efficiency, but sometimes resulted in errors, such as the selection of incorrect medication or the input of data into the wrong patient’s chart. EMR use interfered with patient–doctor communication. The main strategy for overcoming this problem involved separating EMR use from time spent communicating with patients. Computer mastery and enhanced physicians’ communication skills also helped.

CONCLUSIONS

There is a fine balance between the benefits and risks of EMR use. Automaticity, especially in combination with interruptions, emerged as the main cognitive factor contributing to errors. EMR use had a negative influence on communication, a problem that can be partially addressed by improving the spatial organization of physicians’ offices and by enhancing physicians’ computer and communication skills.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bates DW, Gawande AA. Improving safety with information technology. N Engl J Med. 2003;348(25):2526–2534.PubMedCrossRef Bates DW, Gawande AA. Improving safety with information technology. N Engl J Med. 2003;348(25):2526–2534.PubMedCrossRef
2.
go back to reference Chaudhry B, Wang J, Wu S, Maglione M, Mojica W, Roth E, et al. Systematic review: impact of health information technology on quality, efficiency, and costs of medical care. Ann Intern Med. 2006;144(10):742–752.PubMed Chaudhry B, Wang J, Wu S, Maglione M, Mojica W, Roth E, et al. Systematic review: impact of health information technology on quality, efficiency, and costs of medical care. Ann Intern Med. 2006;144(10):742–752.PubMed
3.
go back to reference Lejbkowicz I, Denekamp Y, Reis S, Goldenberg D. Electronic medical record systems in Israel’s public hospitals. Isr Med Assoc J. 2004;6:583–587.PubMed Lejbkowicz I, Denekamp Y, Reis S, Goldenberg D. Electronic medical record systems in Israel’s public hospitals. Isr Med Assoc J. 2004;6:583–587.PubMed
4.
go back to reference Laerum H, Ellingsen G, Faxvaag A. Doctors’ use of electronic medical records systems in hospitals: cross sectional survey. BMJ. 2001;323(7325):1344–1348.PubMedCrossRef Laerum H, Ellingsen G, Faxvaag A. Doctors’ use of electronic medical records systems in hospitals: cross sectional survey. BMJ. 2001;323(7325):1344–1348.PubMedCrossRef
5.
go back to reference Mikulich VJ, Liu YC, Steinfeldt J, Schriger DL. Implementation of clinical guidelines through an electronic medical record: physician usage, satisfaction and assessment. Int J Med Inform. 2001;63(3):169–178.PubMedCrossRef Mikulich VJ, Liu YC, Steinfeldt J, Schriger DL. Implementation of clinical guidelines through an electronic medical record: physician usage, satisfaction and assessment. Int J Med Inform. 2001;63(3):169–178.PubMedCrossRef
6.
go back to reference Patel VL, Kushniruk AW, Yang S, Yale JF. Impact of a computer-based patient record system on data collection, knowledge organization, and reasoning. J Am Med Inform Assoc. 2000;7(6):569–585.PubMed Patel VL, Kushniruk AW, Yang S, Yale JF. Impact of a computer-based patient record system on data collection, knowledge organization, and reasoning. J Am Med Inform Assoc. 2000;7(6):569–585.PubMed
7.
go back to reference Campbell EM, Sittig DF, Ash JS, Guappone KP, Dykstra RH. Types of unintended consequences related to computerized provider order entry. J Am Med Inform Assoc. 2006;13(5):547–556.PubMedCrossRef Campbell EM, Sittig DF, Ash JS, Guappone KP, Dykstra RH. Types of unintended consequences related to computerized provider order entry. J Am Med Inform Assoc. 2006;13(5):547–556.PubMedCrossRef
8.
go back to reference Ash JS, Sittig DF, Dykstra RH, Guappone K, Carpenter JD, Seshadri V. Categorizing the unintended sociotechnical consequences of computerized provider order entry. Int J Med Inform. 2007;76 Suppl 1:21–27.CrossRef Ash JS, Sittig DF, Dykstra RH, Guappone K, Carpenter JD, Seshadri V. Categorizing the unintended sociotechnical consequences of computerized provider order entry. Int J Med Inform. 2007;76 Suppl 1:21–27.CrossRef
9.
go back to reference Han YY, Carcillo JA, Venkataraman ST, Clark RS, Watson RS, Nguyen TC, et al. Unexpected increased mortality after implementation of a commercially sold computerized physician order entry system. Pediatrics. 2005;116(6):1506–1512.PubMedCrossRef Han YY, Carcillo JA, Venkataraman ST, Clark RS, Watson RS, Nguyen TC, et al. Unexpected increased mortality after implementation of a commercially sold computerized physician order entry system. Pediatrics. 2005;116(6):1506–1512.PubMedCrossRef
10.
go back to reference Sullivan F, Wyatt JC. How computers help make efficient use of consultations. BMJ. 2005;331(7523):1010–1012.PubMedCrossRef Sullivan F, Wyatt JC. How computers help make efficient use of consultations. BMJ. 2005;331(7523):1010–1012.PubMedCrossRef
11.
go back to reference Sullivan F, Wyatt JC. How computers can help to share understanding with patients. BMJ. 2005;331(7521):892–894.PubMedCrossRef Sullivan F, Wyatt JC. How computers can help to share understanding with patients. BMJ. 2005;331(7521):892–894.PubMedCrossRef
12.
go back to reference Epstein RM, Hundert EM. Defining and assessing professional competence. JAMA. 2002;287(2):226–235.PubMedCrossRef Epstein RM, Hundert EM. Defining and assessing professional competence. JAMA. 2002;287(2):226–235.PubMedCrossRef
14.
go back to reference Shachak A, Reis S. The impact of electronic medical records on patient–doctor communication during consultation: a narrative literature review. J Eval Clin Pract 2008, in press. Shachak A, Reis S. The impact of electronic medical records on patient–doctor communication during consultation: a narrative literature review. J Eval Clin Pract 2008, in press.
15.
go back to reference Margalit RS, Roter D, Dunevant MA, Larson S, Reis S. Electronic medical record use and physician–patient communication: an observational study of Israeli primary care encounters. Patient Educ Couns. 2006;61(1):134–141.PubMedCrossRef Margalit RS, Roter D, Dunevant MA, Larson S, Reis S. Electronic medical record use and physician–patient communication: an observational study of Israeli primary care encounters. Patient Educ Couns. 2006;61(1):134–141.PubMedCrossRef
16.
go back to reference Makoul G, Curry RH, Tang PC. The use of electronic medical records: communication patterns in outpatient encounters. J Am Med Inform Assoc. 2001;8(6):610–615.PubMed Makoul G, Curry RH, Tang PC. The use of electronic medical records: communication patterns in outpatient encounters. J Am Med Inform Assoc. 2001;8(6):610–615.PubMed
17.
go back to reference Ventres W, Kooienga S, Vuckovic N, Marlin R, Nygren P, Stewart V. Physicians, Patients, and the electronic health record: an ethnographic analysis. Ann Fam Med. 2006;4(2):124–131.PubMedCrossRef Ventres W, Kooienga S, Vuckovic N, Marlin R, Nygren P, Stewart V. Physicians, Patients, and the electronic health record: an ethnographic analysis. Ann Fam Med. 2006;4(2):124–131.PubMedCrossRef
18.
go back to reference Booth N, Robinson P, Kohannejad J. Identification of high-quality consultation practice in primary care: the effects of computer use on doctor–patient rapport. Inform Prim Care. 2004;12(2):75–83.PubMed Booth N, Robinson P, Kohannejad J. Identification of high-quality consultation practice in primary care: the effects of computer use on doctor–patient rapport. Inform Prim Care. 2004;12(2):75–83.PubMed
19.
go back to reference Miettola J, Mantyselka P, Vaskilampi T. Doctor–patient interaction in Finnish primary health care as perceived by first year medical students. BMC Med Educ. 2005;5(1):34.PubMedCrossRef Miettola J, Mantyselka P, Vaskilampi T. Doctor–patient interaction in Finnish primary health care as perceived by first year medical students. BMC Med Educ. 2005;5(1):34.PubMedCrossRef
20.
go back to reference Ventres W, Kooienga S, Marlin R, Vuckovic N, Stewart V. Clinician style and examination room computers: a video ethnography. Fam Med. 2005;37(4):276–281.PubMed Ventres W, Kooienga S, Marlin R, Vuckovic N, Stewart V. Clinician style and examination room computers: a video ethnography. Fam Med. 2005;37(4):276–281.PubMed
21.
go back to reference Rouf E, Whittle J, Lu N, Schwartz MD. Computers in the exam room: differences in physician–patient interaction may be due to physician experience. J Gen Intern Med. 2007;22(1):43–48.PubMedCrossRef Rouf E, Whittle J, Lu N, Schwartz MD. Computers in the exam room: differences in physician–patient interaction may be due to physician experience. J Gen Intern Med. 2007;22(1):43–48.PubMedCrossRef
22.
go back to reference Chandler P, Sweller J. Cognitive load theory and the format of instruction. Cogn Instr. 1991;8(4):293–332.CrossRef Chandler P, Sweller J. Cognitive load theory and the format of instruction. Cogn Instr. 1991;8(4):293–332.CrossRef
23.
go back to reference Simon HA, Chase WG. Skill in chess. Am Sci. 1973;61(4):394–403. Simon HA, Chase WG. Skill in chess. Am Sci. 1973;61(4):394–403.
24.
go back to reference Eysenck MW. Psychology: an International Perspective. New York: Psychology Press; 2004. Eysenck MW. Psychology: an International Perspective. New York: Psychology Press; 2004.
25.
go back to reference Sweller J. Cognitive load during problem-solving: effects on learning. Cogn Sci. 1988;12(2):257–285.CrossRef Sweller J. Cognitive load during problem-solving: effects on learning. Cogn Sci. 1988;12(2):257–285.CrossRef
26.
go back to reference Fernandez-Duque D, Johnson ML. Attention metaphors: How metaphors guide the cognitive psychology of attention. Cogn Sci. 1999;23(1):83–116.CrossRef Fernandez-Duque D, Johnson ML. Attention metaphors: How metaphors guide the cognitive psychology of attention. Cogn Sci. 1999;23(1):83–116.CrossRef
27.
go back to reference Wheatley T, Wegner DM. Automaticity of action, psychology of. In: Smelser NJ, Baltes PB, eds. International Encyclopedia of the Social & Behavioral Sciences. Oxford: Pergamon; 2001:991–993. Wheatley T, Wegner DM. Automaticity of action, psychology of. In: Smelser NJ, Baltes PB, eds. International Encyclopedia of the Social & Behavioral Sciences. Oxford: Pergamon; 2001:991–993.
28.
go back to reference Toft B, Mascie-Taylor H. Involuntary automaticity: a work-system induced risk to safe health care. Health Serv Manage Res. 2005;18(4):211–216.PubMedCrossRef Toft B, Mascie-Taylor H. Involuntary automaticity: a work-system induced risk to safe health care. Health Serv Manage Res. 2005;18(4):211–216.PubMedCrossRef
31.
go back to reference Dreyfus S, Dreyfus H. A Five-stage Model of the Mental Activities Involved in Directed Skill Acquisition. Berkeley: University of California; 1980. Dreyfus S, Dreyfus H. A Five-stage Model of the Mental Activities Involved in Directed Skill Acquisition. Berkeley: University of California; 1980.
32.
go back to reference Benner P. Using the Dreyfus model of skill acquisition to describe and interpret skill acquisition and clinical judgment in nursing practice and education. Bull Sci Technolo Soc. 2004;24(3):188–199.CrossRef Benner P. Using the Dreyfus model of skill acquisition to describe and interpret skill acquisition and clinical judgment in nursing practice and education. Bull Sci Technolo Soc. 2004;24(3):188–199.CrossRef
33.
go back to reference Militello LG, Hutton RJ. Applied cognitive task analysis (ACTA): a practitioner’s toolkit for understanding cognitive task demands. Ergonomics. 1998;41(11):1618–1641.PubMedCrossRef Militello LG, Hutton RJ. Applied cognitive task analysis (ACTA): a practitioner’s toolkit for understanding cognitive task demands. Ergonomics. 1998;41(11):1618–1641.PubMedCrossRef
35.
go back to reference Strauss AL, Corbin JM. Basics of Qualitative Research: Grounded Theory Procedures and Techniques. Newbury Park (CA): Sage; 1990. Strauss AL, Corbin JM. Basics of Qualitative Research: Grounded Theory Procedures and Techniques. Newbury Park (CA): Sage; 1990.
36.
go back to reference Shuval K, Shachak A, Linn S, Brezis M, Reis S. Evaluating primary care doctors’ evidence-based medicine skills in a busy clinical setting. J Eval Clin Pract. 2007;13(4):576–580.PubMedCrossRef Shuval K, Shachak A, Linn S, Brezis M, Reis S. Evaluating primary care doctors’ evidence-based medicine skills in a busy clinical setting. J Eval Clin Pract. 2007;13(4):576–580.PubMedCrossRef
37.
go back to reference Simborg DW. Promoting electronic health record adoption. Is it the correct focus? J Am Med Inform Assoc. 2008;15(2):127–129.PubMedCrossRef Simborg DW. Promoting electronic health record adoption. Is it the correct focus? J Am Med Inform Assoc. 2008;15(2):127–129.PubMedCrossRef
38.
go back to reference Walker JM, Carayon P, Levenson N, Paulus RA, Tooker J, Chin H, et al. EHR safety: the way forward to safe and effective systems. J Am Med Inform Assoc. 2008;15:272–277.PubMedCrossRef Walker JM, Carayon P, Levenson N, Paulus RA, Tooker J, Chin H, et al. EHR safety: the way forward to safe and effective systems. J Am Med Inform Assoc. 2008;15:272–277.PubMedCrossRef
39.
go back to reference Weir CR, Nebeker JJ, Hicken BL, Campo R, Drews F, Lebar B. A cognitive task analysis of information management strategies in a computerized provider order entry environment. J Am Med Inform Assoc. 2007;14(1):65–75.PubMedCrossRef Weir CR, Nebeker JJ, Hicken BL, Campo R, Drews F, Lebar B. A cognitive task analysis of information management strategies in a computerized provider order entry environment. J Am Med Inform Assoc. 2007;14(1):65–75.PubMedCrossRef
40.
go back to reference Borycki EM, Lemieux-Charles L. Does a hybrid electronic-paper environment impact on health professional information seeking? Stud Health Technol Inform. 2008;136:505–510.PubMed Borycki EM, Lemieux-Charles L. Does a hybrid electronic-paper environment impact on health professional information seeking? Stud Health Technol Inform. 2008;136:505–510.PubMed
41.
go back to reference Collins S, Currie L, Patel V, Bakken S, Cimino JJ. Multitasking by clinicians in the context of CPOE and CIS use. Medinfo. 2007;12(Pt 2):958–962. Collins S, Currie L, Patel V, Bakken S, Cimino JJ. Multitasking by clinicians in the context of CPOE and CIS use. Medinfo. 2007;12(Pt 2):958–962.
42.
go back to reference Collins S, Currie L, Bakken S, Cimino JJ. Interruptions during the use of a CPOE system for MICU rounds. AMIA Annu Symp Proc. 2006:895. Collins S, Currie L, Bakken S, Cimino JJ. Interruptions during the use of a CPOE system for MICU rounds. AMIA Annu Symp Proc. 2006:895.
43.
go back to reference Thielke S, Hammond K, Helbig S. Copying and pasting of examinations within the electronic medical record. Int J Med Inform. 2007;76 Suppl 1:122–128.CrossRef Thielke S, Hammond K, Helbig S. Copying and pasting of examinations within the electronic medical record. Int J Med Inform. 2007;76 Suppl 1:122–128.CrossRef
44.
go back to reference Frankel R, Altschuler A, George S, Kinsman J, Jimison H, Robertson NR, et al. Effects of exam-room computing on clinician–patient communication: a longitudinal qualitative study. J Gen Intern Med. 2005;20(8):677–682.PubMedCrossRef Frankel R, Altschuler A, George S, Kinsman J, Jimison H, Robertson NR, et al. Effects of exam-room computing on clinician–patient communication: a longitudinal qualitative study. J Gen Intern Med. 2005;20(8):677–682.PubMedCrossRef
45.
go back to reference McGrath JM, Arar NH, Pugh JA. The influence of electronic medical record usage on nonverbal communication in the medical interview. Health Inform J. 2007;13(2):105–118.CrossRef McGrath JM, Arar NH, Pugh JA. The influence of electronic medical record usage on nonverbal communication in the medical interview. Health Inform J. 2007;13(2):105–118.CrossRef
46.
go back to reference Chan W-S, Stevenson M, McGlade K. Do general practitioners change how they use the computer during consultations with a significant psychological component? Int J Med Inform. In press [corrected proof]. Epub 2007 Nov 22. Chan W-S, Stevenson M, McGlade K. Do general practitioners change how they use the computer during consultations with a significant psychological component? Int J Med Inform. In press [corrected proof]. Epub 2007 Nov 22.
47.
go back to reference Classen DC, Avery AJ, Bates DW. Evaluation and certification of computerized provider order entry systems. J Am Med Inform Assoc. 2007;14(1):48–55.PubMedCrossRef Classen DC, Avery AJ, Bates DW. Evaluation and certification of computerized provider order entry systems. J Am Med Inform Assoc. 2007;14(1):48–55.PubMedCrossRef
48.
go back to reference Kushniruk A, Borycki E, Kuwata S, Kannry J. Predicting changes in workflow resulting from healthcare information systems: ensuring the safety of healthcare. Healthc Q. 2006;9 Spec No.114–118.PubMed Kushniruk A, Borycki E, Kuwata S, Kannry J. Predicting changes in workflow resulting from healthcare information systems: ensuring the safety of healthcare. Healthc Q. 2006;9 Spec No.114–118.PubMed
49.
go back to reference Chipman S, Schraagen J, Shalin V. Introduction to cognitive task analysis. In: Schraagen J, Chipman S, Shalin V, eds. Cognitive Task Analysis. Mahwah (NJ): Lawrence Erlbaum Associates; 2000. Chipman S, Schraagen J, Shalin V. Introduction to cognitive task analysis. In: Schraagen J, Chipman S, Shalin V, eds. Cognitive Task Analysis. Mahwah (NJ): Lawrence Erlbaum Associates; 2000.
50.
go back to reference Kushniruk AW, Patel VL. Cognitive and usability engineering methods for the evaluation of clinical information systems. J Biomed Inform. 2004;37(1):56–76.PubMedCrossRef Kushniruk AW, Patel VL. Cognitive and usability engineering methods for the evaluation of clinical information systems. J Biomed Inform. 2004;37(1):56–76.PubMedCrossRef
Metadata
Title
Primary Care Physicians’ Use of an Electronic Medical Record System: A Cognitive Task Analysis
Authors
Aviv Shachak, PhD
Michal Hadas-Dayagi, MA
Amitai Ziv, MD, MHA
Shmuel Reis, MD, MHPE
Publication date
01-03-2009
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 3/2009
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-008-0892-6

Other articles of this Issue 3/2009

Journal of General Internal Medicine 3/2009 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.