A human factors engineering paradigm for patient safety: designing to support the performance of the healthcare professional: Figure 1
Open accessAbstract
The goal of improving patient safety has led to a number of paradigms for directing improvement efforts. The main paradigms to date have focused on reducing injuries, reducing errors, or improving evidence based practice. In this paper a human factors engineering paradigm is proposed that focuses on designing systems to improve the performance of healthcare professionals and to reduce hazards. Both goals are necessary, but neither is sufficient to improve safety. We suggest that the road to patient and employee safety runs through the healthcare professional who delivers care. To that end, several arguments are provided to show that designing healthcare delivery systems to support healthcare professional performance and hazard reduction should yield significant patient safety benefits. The concepts of human performance and hazard reduction are explained.
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It was unclear from the definitions whether usefulness referred to enhanced performance process or enhanced performance outcomes.
“It was unclear from either definitions whether usefulness referred to enhanced performance process (e.g., fewer steps, more information for decision making) or enhanced performance outcomes (e.g., faster care, more accurate decisions) [116].”
From The Technology Acceptance Model: Its past and its future in health care (2010) · cites this paper as [116]
Suboptimal design and implementation of BCMAs can facilitate new medication administration hazards, lead clinicians to deviate from required safe-use protocols, reduce the technology's safety benefits, and enhance the probability of medication errors.
“These data show that as with all health care technologies, 24-29 suboptimal design and implementation of BCMAs can facilitate new medication administration hazards, 13-15,30-32 lead clinicians to deviate from required safe-use protocols, reduce the technology's safety benefits, 12-15 and enhance the probability of medication errors.”
From Workarounds to Barcode Medication Administration Systems: Their Occurrences, Causes, and Threats to Patient Safety (2008) · cites this paper as [27]
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Cites
Institute of Medicine (2000) · National Academies Press eBooks · doi:10.17226/9728 · Cited by 14,174 · see citing works
Donabedian, A. (1988) · JAMA · doi:10.1001/jama.260.12.1743 · Cited by 5,895 · see citing works
General System Theory: Foundations, Development, Applications
Edmonds, E. A., & von Bertalanffy, L. (1977) · Leonardo · doi:10.2307/1573450 · Cited by 3,689 · see citing works
An introduction to human factors engineering
Wickens, C. D. (1997) · Cited by 1,711 · see citing works
Handbook of Occupational Health Psychology
Quick, J. C., & American Psychological Association (2010) · American Psychological Association eBooks · doi:10.2307/j.ctv1chs29w · Cited by 1,318 · see citing works
Keeping patients safe: transforming the work environment of nurses
(2005) · Choice Reviews Online · doi:10.5860/choice.42-2844 · Cited by 1,140 · see citing works
Sociotechnical principles for system design
Clegg, C. (2000) · Applied Ergonomics · doi:10.1016/s0003-6870(00)00009-0 · Cited by 846 · see citing works
Cognitive Systems Engineering: New Wine in New Bottles
Hollnagel, E., & Woods, D. (1983) · Int. J. Man Mach. Stud. · doi:10.1016/s0020-7373(83)80034-0 · Cited by 846 · see citing works
Handbook of Human Factors and Ergonomics
Salvendy, G. (2012) · Wiley eBooks · doi:10.1002/9781118131350 · Cited by 758 · see citing works
Joint Cognitive Systems: Foundations of Cognitive Systems Engineering
Hollnagel, E., & Woods, D. D. (2005) · Thammasat University Digital Collections · Cited by 732 · see citing works
Handbook of occupational health psychology.
(2003) · American Psychological Association eBooks · doi:10.1037/10474-000 · Cited by 723 · see citing works
Keeping Patients Safe: Transforming the Work Environment of Nurses
Series, Q. C. (2004) · Journal for Healthcare Quality · doi:10.1111/j.1945-1474.2004.tb00487.x · Cited by 599 · see citing works
Handbook of Industrial Engineering
(2001) · Wiley eBooks · doi:10.1002/9780470172339 · Cited by 585 · see citing works
Institute of Medicine (2004) · National Academies Press eBooks · doi:10.17226/10863 · Cited by 510 · see citing works
A balance theory of job design for stress reduction
Smith, M. J., & Sainfort, P. C. (1989) · International Journal of Industrial Ergonomics · doi:10.1016/0169-8141(89)90051-6 · Cited by 488 · see citing works
The paradoxes of almost totally safe transportation systems
Amalberti, R. (2001) · Safety Science · doi:10.1016/s0925-7535(00)00045-x · Cited by 484 · see citing works
Ergonomics: How to Design for Ease and Efficiency
Kroemer, K. H. E. (1993) · Cited by 480 · see citing works
Handbook of human factors and ergonomics
Stanton, N. A. (2021) · Ergonomics · doi:10.1080/00140139.2021.2005272 · Cited by 426 · see citing works
Macroergonomics: An Introduction to Work System Design
Hendrick, H. W., & Kleiner, B. M. (2000) · Medical Entomology and Zoology · Cited by 365 · see citing works
Designing Effective Organizations: The Sociotechnical Systems Perspective
Muller, G. W., & Pasmore, W. A. (1989) · Academy of Management Review · doi:10.2307/258183 · Cited by 351 · see citing works
Human factors in engineering and design, 6th ed.
Sanders, M. S., & McCormick, E. J. (1987) · Cited by 344 · see citing works
A systems approach to organizational error
REASON, J. (1995) · Ergonomics · doi:10.1080/00140139508925221 · Cited by 340 · see citing works
Handbook of industrial engineering : technology and operations management
Salvendy, G. (2001) · Wiley eBooks · Cited by 252 · see citing works
Cognitive Systems Engineering: New wine in new bottles
Hollnagel, E., & Woods, D. D. (1999) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.1982.0313 · Cited by 216 · see citing works
ERGONOMIC DESIGN FOR PEOPLE AT WORK
Rodgers, S. H. (2018) · Cited by 206 · see citing works
Cognitive Engineering: Human Problem Solving with Tools
Woods, D., & Roth, E. (1988) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/001872088803000404 · Cited by 198 · see citing works
Accidental Deaths, Saved Lives, and Improved Quality
Brennan, T. A., Gawande, A. A., Thomas, E. J., & Studdert, D. M. (2005) · New England Journal of Medicine · doi:10.1056/nejmsb051157 · Cited by 195 · see citing works
The Quality of Care: How Can It Be Assessed?
Rublee, D. A. (1989) · JAMA · doi:10.1001/jama.1989.03420080065026 · Cited by 188 · see citing works
Relationships between ergonomics and quality in assembly work
Eklund, J. (1995) · Applied Ergonomics · doi:10.1016/0003-6870(95)95747-n · Cited by 188 · see citing works
Organizing patient safety research to identify risks and hazards
Battles, J. B. (2003) · BMJ Quality & Safety · doi:10.1136/qhc.12.suppl_2.ii2 · Cited by 157 · see citing works
Occupational Safety and Health for Technologists, Engineers, and Managers
Goetsch, D. L. (1998) · Andalas University Repository (Andalas University) · Cited by 148 · see citing works
Patient Safety Efforts Should Focus on Medical Injuries
Layde, P. M. (2002) · JAMA · doi:10.1001/jama.287.15.1993 · Cited by 142 · see citing works
Cognitive ergonomics: it's all in the mind
Hollnagel, E. (1997) · Ergonomics · doi:10.1080/001401397187685 · Cited by 137 · see citing works
Ergonomics—Costs and Benefits Revisited
Beevis, D. (2003) · Applied Ergonomics · doi:10.1016/s0003-6870(03)00068-1 · Cited by 76 · see citing works
Beevis, D., & Slade, I. (2003) · Applied Ergonomics · doi:10.1016/s0003-6870(03)00061-9 · Cited by 73 · see citing works
Applying Quality Improvement Principles to Achieve Healthy Work Organizations
Sainfort, F., Karsh, B.-T., Booske, B. C., & Smith, M. J. (2001) · The Joint Commission Journal on Quality Improvement · doi:10.1016/s1070-3241(01)27041-2 · Cited by 60 · see citing works
Self-citationBailey, R. W. (1996) · Medical Entomology and Zoology · Cited by 56 · see citing works
A conception of the cognitive engineering design problem
Dowell, J. D., & Long, J. B. (1998) · UCL Discovery (University College London) · Cited by 52 · see citing works
Controlling occupational safety and health hazards.
Smith, M. J., Karsh, B., Carayon, P., et al. (2003) · American Psychological Association eBooks · doi:10.1037/10474-003 · Cited by 46 · see citing works
Self-citationWork System Analysis: The Key to Understanding Health Care Systems
Karsh, B., & Alper, S. J. (2005) · Cited by 45 · see citing works
Self-citationHandbook of occupational safety and health
Haslegrave, C. M. (1989) · Applied Ergonomics · doi:10.1016/0003-6870(89)90014-8 · Cited by 34 · see citing works
Improving patient safety: moving beyond the "hype" of medical errors
Forster, A. J. (2005) · Canadian Medical Association Journal · doi:10.1503/cmaj.1041582 · Cited by 30 · see citing works
Hollnagel, E. (1998) · Ergonomics · doi:10.1080/001401398187198 · Cited by 20 · see citing works
Design for Occupational Health and Safety
Smith, M. J., Carayon, P., & Karsh, B. (2001) · doi:10.1002/9780470172339.ch43 · Cited by 7 · see citing works
Self-citationControlling occupational safety and health hazards.
Smith, M. J., Carayon, P., & Hoonakker, P. (2023) · American Psychological Association eBooks · doi:10.1037/0000331-005 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 7
- Sanders MS, McCormick EJ. Human factors engineering and design, 7th ed. New York: McGraw-Hill, 1993.
- Hagan P, Montgomery JF, O'Reilly JT, eds. Accident prevention manual for business and industry: administration and programs. Chicago: National Safety Council, 2001.
- Katz D, Kahn RL. Organisations and the system concept, The social psychology of organisations. New York: John Wiley and Sons, 1978.
- Carayon P, Alvarado C, Brennan P, et al. Work system and patient safety. Proceedings of Human Factors in Organizational Design and Management- VII 2003:583-8.
- Karsh B, Brown R. The impact of organizational hierarchies on the design and analysis of medical error research. Proceedings of Human Factors in Organizational Design and Management-VIII 2005:293-8.
- Klein G, Ross KG, Moon BM, et al. Macrocognition. IEEE Intelligent Systems 2003;18:81-5.
- Holden R, Karsh B. Applying a theoretical framework to the research and design of medical error reporting systems. Proceedings of the International Conference on Healthcare Systems Ergonomics and Patient Safety 2005:131-4.
Cited by
Sorted by citations
The Technology Acceptance Model: Its past and its future in health care
Holden, R. J., & Karsh, B.-T. (2010) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2009.07.002 · Cited by 2,669 · see citing works
Self-citationHolden, R. J., Carayon, P., Gurses, A. P., Hoonakker, P., Hundt, A. S., Ozok, A. A., & Rivera-Rodriguez, A. J. (2013) · Ergonomics · doi:10.1080/00140139.2013.838643 · Cited by 1,221 · see citing works
Self-citationHarrison, M. I., Koppel, R., & Bar-Lev, S. (2007) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m2384 · Cited by 691 · see citing works
Koppel, R., Wetterneck, T., Telles, J. L., & Karsh, B.-T. (2008) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m2616 · Cited by 685 · see citing works
Self-citationA Systematic Review of Patient Acceptance of Consumer Health Information Technology
Or, C. K. L., & Karsh, B.-T. (2009) · Journal of the American Medical Informatics Association · doi:10.1197/jamia.m2888 · Cited by 586 · see citing works
Self-citationLean Thinking in Emergency Departments: A Critical Review
Holden, R. J. (2011) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2010.08.001 · Cited by 516 · see citing works
Self-citationSEIPS 3.0: human-centered design of the patient journey for patient safety
Carayon, P., Wooldridge, A., Hoonakker, P., Hundt, A. S., & Kelly, M. M. (2020) · Applied Ergonomics · doi:10.1016/j.apergo.2019.103033 · Cited by 493 · see citing works
Health information technology: fallacies and sober realities
Karsh, B.-T., Weinger, M. B., Abbott, P. A., & Wears, R. L. (2010) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.2010.005637 · Cited by 365 · see citing works
Self-citationCifuentes, M., Davis, M., Fernald, D., Gunn, R., Dickinson, P., & Cohen, D. J. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.s1.150133 · Cited by 164 · see citing works
Holden, R. J., & Karsh, B.-T. (2007) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1518/001872007x312487 · Cited by 101 · see citing works
Self-citationJennings, B. M., Sandelowski, M., & Mark, B. (2011) · Qualitative Health Research · doi:10.1177/1049732311411927 · Cited by 81 · see citing works
Mazur, L. M., Mosaly, P. R., Moore, C., Comitz, E., Yu, F., Falchook, A. D., Eblan, M. J., Hoyle, L. M., Tracton, G., Chera, B. S., et al. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocw016 · Cited by 45 · see citing works
Jabin, M. S. R., Pan, D., & Nilsson, E. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1260521 · Cited by 41 · see citing works
Lesselroth, B. J., Yang, J., McConnachie, J., Brenk, T., & Winterbottom, L. (2011) · BMJ Quality & Safety · doi:10.1136/bmjqs.2010.042689 · Cited by 37 · see citing works
A foundational architecture for AI agents in healthcare
Liu, F., Niu, Y., Zhang, Q., Wang, K., Dong, Z., Wong, I. N., Cheng, L., Li, T., Duan, L., Li, K., et al. (2025) · Cell Reports Medicine · doi:10.1016/j.xcrm.2025.102374 · Cited by 41 · see citing works
“Beyond technical integration, effective human-agent interaction design, grounded in principles from human-factors engineering, 114 is critical for successful clinical adoption.”
- Authors
- Karsh, B.-T., Holden, R. J., Alper, S. J., & Or, C. K. L.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Karsh, B-T
- Or, C K L
- ORCID
- Venue
- Quality in Health Care
- Publisher
- BMJ
- Published
- 2006-12
- Volume
- 15
- Issue
- suppl 1
- Pages
- i59-i65
- ISSN
- 1475-3898 (ISSN-L)
- 1475-3901
- PMC
- PMC2464866
- OpenAlex
- W2165855085
- Cited by
- 372
- References
- 45
- Citations by year
- 2026: 13 · 2025: 21 · 2024: 21 · 2023: 14 · 2022: 16 · 2021: 19 · 2020: 18 · 2019: 29 · 2018: 19 · 2017: 21 · 2016: 27 · 2015: 19 · 2014: 26 · 2013: 26 · 2012: 15
- FWCI
- 2.74
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- BMJ Quality & Safety (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- The HKU Scholars Hub (University of Hong Kong) (submittedVersion)
- Funders
- Agency for Healthcare Research and Quality (R01 HS013610, 1 R01 HS013610)
- Topics
- Health Sciences › Health Professions › Emergency Medical Services › Patient Safety and Medication Errors
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Health Sciences › Health Professions › Health Information Management › Healthcare Quality and Management
- Keywords
- patient safety, human factors engineering, hazard mitigation, health system design, human performance, staff safety, health care delivery systems
- MeSH terms
- Attitude of Health Personnel, Delivery of Health Care, Humans, Ergonomics, Organizational Innovation, Professional-Patient Relations, Systems Analysis, United States, Patient Satisfaction, Total Quality Management, Safety Management, Medical Errors
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