Cognitive informatics in biomedicine and healthcare

Journal of Biomedical Informatics

Volumn 53, Issue , 2015, Pages 3-14

  Patel, Vimla L ^a   Kannampallil, Thomas G ^b  

^a NEW YORK ACADEMY OF MEDICINE   (United States)

^b UNIVERSITY OF ILLINOIS   (United States)

Author keywords

Cognition; Cognitive informatics; Decision making; Errors; Human Computer Interaction (HCI); Usability

Indexed keywords

CLINICAL RESEARCH; DECISION MAKING; ERRORS; HUMAN COMPUTER INTERACTION; HUMAN RESOURCE MANAGEMENT; INFORMATICS;

BIOMEDICAL INFORMATICS; COGNITION; COGNITIVE INFORMATICS; FUTURE RESEARCH DIRECTIONS; HEALTH INFORMATION SYSTEMS; HUMAN COMPUTER INTERACTION (HCI); HUMAN INFORMATION PROCESSING; USABILITY;

COGNITIVE SYSTEMS;

BIOMEDICINE; COGNITION; COGNITIVE INFORMATICS; COMPREHENSION; DATA COLLECTION METHOD; DECISION MAKING; FINANCIAL MANAGEMENT; HEALTH CARE; HUMAN; INTERPERSONAL COMMUNICATION; MEDICAL INFORMATICS; MEDICAL INFORMATION SYSTEM; NOTE; PRIORITY JOURNAL; PROBLEM SOLVING; BIOLOGY; BRAIN COMPUTER INTERFACE; HEALTH CARE DELIVERY; INTENSIVE CARE UNIT; INTERDISCIPLINARY COMMUNICATION; METHODOLOGY; OPERATING ROOM; PROCEDURES; REPRODUCIBILITY; TRENDS; WORKFLOW;

BRAIN-COMPUTER INTERFACES; COGNITION; COMPUTATIONAL BIOLOGY; DECISION MAKING; DELIVERY OF HEALTH CARE; HUMANS; INTENSIVE CARE UNITS; INTERDISCIPLINARY COMMUNICATION; MEDICAL INFORMATICS; OPERATING ROOMS; PROBLEM SOLVING; REPRODUCIBILITY OF RESULTS; RESEARCH DESIGN; WORKFLOW;

EID: 84924496611     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2014.12.007     Document Type: Note

References (85)

1. Arocha J.F., Wang D., Patel V.L. Identifying reasoning strategies in medical decision making: a methodological guide. J Biomed Inform 2005, 38(2):154-171.
2. Cohen T., Blatter B., Patel V. Simulating expert clinical comprehension: adapting latent semantic analysis to accurately extract clinical concepts from psychiatric narrative. J Biomed Inform 2008, 41(6):1070-1087.
3. Ewing G., Freer Y., Logie R., Hunter J., McIntosh N., Rudkin S., et al. Role and experience determine decision support interface requirements in a neonatal intensive care environment. J Biomed Inform 2003, 36(4-5):240-249.
4. Franklin A., Liu Y., Li Z., Nguyen V., Johnson T.R., Robinson D., et al. Opportunistic decision making and complexity in emergency care. J Biomed Inform 2011, 44(3):469-476.
5. Giani U., Brascio G., Bruzzese D., Garzillo C., Vigilante S. Emotional and cognitive information processing in web-based medical education. J Biomed Inform 2007, 40(3):332-342.
6. Gurses A.P., Xiao Y., Hu P. User-designed information tools to support communication and care coordination in a trauma hospital. J Biomed Inform 2009, 42(4):667-677.
7. Gutnik L.A., Hakimzada A.F., Yoskowitz N.A., Patel V.L. The role of emotion in decision-making: a cognitive neuroeconomic approach towards understanding sexual risk behavior. J Biomed Inform 2006, 39(6):720-736.
8. Hashem A., Chi M.T.H., Friedman C.P. Medical errors as a result of specialization. J Biomed Inform 2003, 36(1-2):61-69.
9. Hazlehurst B., McMullen C.K., Gorman P.N. Distributed cognition in the heart room: how situation awareness arises from coordinated communications during cardiac surgery. J Biomed Inform 2007, 40(5):539-551.
10. Holzinger A., Kosec P., Schwantzer G., Debevc M., Hofmann-Wellenhof R., Frühauf J. Design and development of a mobile computer application to reengineer workflows in the hospital and the methodology to evaluate its effectiveness. J Biomed Inform 2011, 44(6):968-977.
11. Horsky J., Kaufman D.R., Oppenheim M.I., Patel V.L. A framework for analyzing the cognitive complexity of computer-assisted clinical ordering. J Biomed Inform 2003, 36(1-2):4-22.
12. Horsky J., Schiff G.D., Johnston D., Mercincavage L., Bell D., Middleton B. Interface design principles for usable decision support: a targeted review of best practices for clinical prescribing interventions. J Biomed Inform 2012, 45(6):1202-1216.
13. Jalote-Parmar A., Badke-Schaub P., Ali W., Samset E. Cognitive processes as integrative component for developing expert decision-making systems: a workflow centered framework. J Biomed Inform 2010, 43(1):60-74.
14. Johnson C.M., Johnson T.R., Zhang J. A user-centered framework for redesigning health care interfaces. J Biomed Inform 2005, 38(1):75-87.
15. Kahol K., Vankipuram M., Patel V.L., Smith M.L. Deviations from protocol in a complex Trauma environment: errors or innovations?. J Biomed Inform 2011, 44(3):425-431.
16. Kahol K., Vankipuram M., Smith M.L. Cognitive simulators for medical education and training. J Biomed Inform 2009, 42(4):593-604.
17. Karahoca A., Bayraktar E., Tatoglu E., Karahoca D. Information system design for a hospital emergency department: a usability analysis of software prototypes. J Biomed Inform 2010, 43(2):224-232.
18. Kaufman D.R., Patel V.L., Hilliman C., Morin P.C., Pevzner J., Weinstock R.S., et al. Usability in the real world: assessing medical information technologies in patients' homes. J Biomed Inform 2003, 36(1-2):45-60.
19. Kaufman D.R., Pevzner J., Rodriguez M., Cimino J.J., Ebner S., Fields L., et al. Understanding workflow in telehealth video visits: observations from the IDEATel project. J Biomed Inform 2009, 42(4):581-592.
20. Keselman A., Patel V.L., Johnson T.R., Zhang J. Institutional decision-making to select patient care devices: identifying venues to promote patient safety. J Biomed Inform 2003, 36(1-2):31-44.
21. Keselman A., Slaughter L., Patel V.L. Toward a framework for understanding lay public's comprehension of disaster and bioterrorism information. J Biomed Inform 2005, 38(4):331-344.
22. Keselman A., Smith C.A. A classification of errors in lay comprehension of medical documents. J Biomed Inform 2012, 45(6):1151-1163.
23. Kintsch W. The potential of latent semantic analysis for machine grading of clinical case summaries. J Biomed Inform 2002, 35(1):3-7.
24. Kushniruk A.W. Analysis of complex decision-making processes in health care: cognitive approaches to health informatics. J Biomed Inform 2001, 34(5):365-376.
25. Kushniruk A.W., Patel V.L. Cognitive and usability engineering methods for the evaluation of clinical information systems. J Biomed Inform 2004, 37(1):56-76.
26. Laxmisan A., Malhotra S., Keselman A., Johnson T.R., Patel V.L. Decisions about critical events in device-related scenarios as a function of expertise. J Biomed Inform 2005, 38(3):200-212.
27. Lin L., Vicente K.J., Doyle D.J. Patient safety, potential adverse drug events, and medical device design: a human factors engineering approach. J Biomed Inform 2001, 34(4):274-284.
28. Linder J.A., Rose A.F., Palchuk M.B., Chang F., Schnipper J.L., Chan J.C., et al. Decision support for acute problems: the role of the standardized patient in usability testing. J Biomed Inform 2006, 39(6):648-655.
29. Malhotra S., Jordan D., Shortliffe E., Patel V.L. Workflow modeling in critical care: piecing together your own puzzle. J Biomed Inform 2007, 40(2):81-92.
30. Malhotra S., Laxmisan A., Keselman A., Zhang J., Patel V.L. Designing the design phase of critical care devices: a cognitive approach. J Biomed Inform 2005, 38(1):34-50.
31. Matthews D., Rocchi A., Wang E.C.Y., Gafni A. Use of an interactive tool to assess patients' willingness-to-pay. J Biomed Inform 2001, 34(5):311-320.
32. Murff H.J., Patel V.L., Hripcsak G., Bates D.W. Detecting adverse events for patient safety research: a review of current methodologies. J Biomed Inform 2003, 36(1-2):131-143.
33. Nemeth C., Nunnally M., O'Connor M., Klock P.A., Cook R. Getting to the point: developing IT for the sharp end of healthcare. J Biomed Inform 2005, 38(1):18-25.
34. Neri P.M., Pollard S.E., Volk L.A., Newmark L.P., Varugheese M., Baxter S., et al. Usability of a novel clinician interface for genetic results. J Biomed Inform 2012, 45(5):950-957.
35. Patel V.L., Arocha J.F., Diermeier M., Greenes R.A., Shortliffe E.H. Methods of cognitive analysis to support the design and evaluation of biomedical systems: the case of clinical practice guidelines. J Biomed Inform 2001, 34(1):52-66.
36. Patel V.L., Arocha J.F., Kushniruk A.W. Patients' and physicians' understanding of health and biomedical concepts: relationship to the design of EMR systems. J Biomed Inform 2002, 35(1):8-16.
37. Patel V.L., Cohen T., Murarka T., Olsen J., Kagita S., Myneni S., et al. Recovery at the edge of error: debunking the myth of the infallible expert. J Biomed Inform 2011, 44(3):413-424.
38. Patel V.L., Kaufman D.R., Arocha J.F. Emerging paradigms of cognition in medical decision-making. J Biomed Inform 2002, 35(1):52-75.
39. Patel V.L., Yoskowitz N.A., Arocha J.F., Shortliffe E.H. Cognitive and learning sciences in biomedical and health instructional design: a review with lessons for biomedical informatics education. J Biomed Inform 2009, 42(1):176-197.
40. Patel V.L., Zhang J., Yoskowitz N.A., Green R., Sayan O.R. Translational cognition for decision support in critical care environments: a review. J Biomed Inform 2008, 41(3):413-431.
41. Patterson E.S., Doebbeling B.N., Fung C.H., Militello L., Anders S., Asch S.M. Identifying barriers to the effective use of clinical reminders: bootstrapping multiple methods. J Biomed Inform 2005, 38(3):189-199.
42. Peleg M., Gutnik L.A., Snow V., Patel V.L. Interpreting procedures from descriptive guidelines. J Biomed Inform 2006, 39(2):184-195.
43. Pugh C.M., Santacaterina S., DaRosa D.A., Clark R.E. Intra-operative decision making: more than meets the eye. J Biomed Inform 2011, 44(3):486-496.
44. Rajkomar A., Blandford A. Understanding infusion administration in the ICU through distributed cognition. J Biomed Inform 2012, 45(3):580-590.
45. Rasmussen R., Kushniruk A. Digital video analysis of health professionals' interactions with an electronic whiteboard: a longitudinal, naturalistic study of changes to user interactions. J Biomed Inform 2013, 46(6):1068-1079.
46. Rinkus S., Walji M., Johnson-Throop K.A., Malin J.T., Turley J.P., Smith J.W., et al. Human-centered design of a distributed knowledge management system. J Biomed Inform 2005, 38(1):4-17.
47. Rose A.F., Schnipper J.L., Park E.R., Poon E.G., Li Q., Middleton B. Using qualitative studies to improve the usability of an EMR. J Biomed Inform 2005, 38(1):51-60.
48. Rosenbloom S.T., Crow A.N., Blackford J.U., Johnson K.B. Cognitive factors influencing perceptions of clinical documentation tools. J Biomed Inform 2007, 40(2):106-113.
49. Satter R.M., Cohen T., Ortiz P., Kahol K., Mackenzie J., Olson C., et al. Avatar-based simulation in the evaluation of diagnosis and management of mental health disorders in primary care. J Biomed Inform 2012, 45(6):1137-1150.
50. Sheehan B., Nigrovic L.E., Dayan P.S., Kuppermann N., Ballard D.W., Alessandrini E., et al. Informing the design of clinical decision support services for evaluation of children with minor blunt head trauma in the emergency department: a sociotechnical analysis. J Biomed Inform 2013, 46(5):905-913.
51. Slaughter L., Keselman A., Kushniruk A., Patel V.L. A framework for capturing the interactions between laypersons' understanding of disease, information gathering behaviors, and actions taken during an epidemic. J Biomed Inform 2005, 38(4):298-313.
52. Turner A.M., Reeder B., Ramey J. Scenarios, personas and user stories: user-centered evidence-based design representations of communicable disease investigations. J Biomed Inform 2013, 46(4):575-584.
53. Xiao Y. Artifacts and collaborative work in healthcare: methodological, theoretical, and technological implications of the tangible. J Biomed Inform 2005, 38(1):26-33.
54. Zhang J. Representations of health concepts: a cognitive perspective. J Biomed Inform 2002, 35(1):17-24.
55. Zhang J., Johnson T.R., Patel V.L., Paige D.L., Kubose T. Using usability heuristics to evaluate patient safety of medical devices. J Biomed Inform 2003, 36(1-2):23-30.
56. Zhang J., Patel V.L., Johnson T.R., Shortliffe E.H. A cognitive taxonomy of medical errors. J Biomed Inform 2004, 37(3):193-204.
57. Zhang J., Walji M.F. TURF: toward a unified framework of EHR usability. J Biomed Inform 2011, 44(6):1056-1067.
58. Patel V.L., Kaufman D.R., Kannampallil T.G. Diagnostic reasoning and decision making in the context of health information technology. Annu Rev Hum Factors 2013, 8(1):149-190.
59. Shortliffe E.H., Blois M.S. The computer meets medicine and biology: the emergence of a discipline. Biomedical informatics: computer applications in healthcare and biomedicine 2006, 3-45. Springer-Verlag, New York, NY. E.H. Shortliffe, J.J. Cimino (Eds.).
60. Wang Y. The theoretical framework of cognitive informatics. Int J Cogn Inform Nat Intell 2007, 1(1):1-27.
61. Wang Y., Kinsner W. Editorial recent advances in cognitive informatics. IEEE Trans Syst Man Cybern C Appl Rev 2006, 36(2):121-123.
62. Newell A., Simon H.A. Human problem solving 1972, Prentice-Hall, Englewood Cliffs, N.J.
63. Ericsson K.A., Simon H.A. Protocol analysis 1984, MIT Press, Cambridge, MA.
64. Kintsch W. Comprehension: a paradigm for cognition 1998, Cambridge University Press, New York, NY.
65. Patel V.L., Groen G.J. Knowledge based solution strategies in medical reasoning. Cogn Sci 1986, 10(1):91-116.
66. Patel V.L., Groen G.J. The general and specific nature of medical expertise: a critical look. Toward a general theory of expertise: prospects and limits 1991, 93-125. Cambridge University Press, New York, NY, US. K.A.E.J. Smith (Ed.).
67. Evans D.A., Patel V.L. Cognitive science in medicine: biomedical modeling 1989, MIT Press, Cambridge, MA.
68. Patel V.L., Kaufman D.R. Medical informatics and the science of cognition. J Am Med Inform Assoc 1998, 5:493-502.
69. Patel V.L., Kaufman D.R. Science and practice: a case for medical informatics as a local science of design. J Am Med Inform Assoc 1998, 5:489-492.
70. Patel V.L., Kaufman D.R. Cognitive science and biomedical informatics. Biomedical informatics: computer applications in healthcare and biomedicine 2014, Springer, New York, NY. E.H. Shortlffe, J.J. Cimino (Eds.).
71. Kohn L.T., Corrigan J.M., Donaldson M.S. To err is human: building a safer health system 1999, Institute of Medicine: National Academies Press.
72. IOM Health IT and patient safety: building safer systems for better care 2011, Institute of Medicine, Washington, DC.
73. Patel V.L., Kushniruk A.W., Yang S., Yale J.F. Impact of a computerized patient record system on medical data collection, organization, and reasoning. J Am Med Inform Assoc 2000, 7(6):569-585.
74. Patel V.L., Kaufman D.R., Cohen T. Cognitive informatics in health and biomedicine: case studies on critical care, complexity and errors 2014, Springer, London, UK.
75. Patel VL, Kannampallil TG, Shortliffe EH. Role of cognition in generating and mitigating clinical errors. BMJ Qual Saf; submitted for publication.
76. Weibel N., Rick S., Emmenegger C., Ashfaq S., Calvitti A., Agha Z. Lab-in-a-box: semi-automatic tracking of activity in the medical office. Pers Ubiquit Comput 2014, 1-18.
77. Kannampallil T.G., Franklin A., Mishra R., Cohen T., Almoosa K.F., Patel V.L. Understanding the nature of information seeking behavior in critical care: implications for the design of health information technology. Artif Intell Med 2013, 57(1):21-29.
78. Kannampallil T.G., Jones L.K., Patel V.L., Buchman T.G., Franklin A. Comparing the information seeking strategies of residents, nurse practitioners, and physician assistants in critical care settings. J Am Med Inform Assoc 2014, 21:e249-e256.
79. Abraham J., Kannampallil T., Patel V.L. Bridging gaps in handoffs: a continuity of care approach. J Biomed Inform 2012, 45(2):240-254.
80. Abraham J., Kannampallil T.G., Almoosa K.F., Patel B., Patel V.L. Comparative evaluation of the content and structure of communication using two handoff tools: implications for patient safety. J Crit Care 2014, 29(2):311.e1-311.e7.
81. Abraham J, Kannampallil TG, Patel B, Almoosa KF, Patel VL. Ensuring patient safety in care transitions: an empirical evaluation of a handoff intervention tool. In: Proceedings of AMIA symposium, Chicago, IL; 2012.
82. Abraham J., Kannampallil T.G., Patel V.L. A systematic review of literature on the evaluation of handoff tools: implications for research and practice. J Am Med Inform Assoc 2014, 21(1):154-162.
83. Patel V.L., Kannampallil T.G. Human factors in health information technology: current challenges and future directions. Yearbook Med Inform 2014, 9(1):58-66.
84. Ben-Zeev D., Schueller S.M., Begale M., Duffecy J., Kane J.M., Mohr D.C. Strategies for mHealth research: lessons from 3 mobile intervention studies. Adm Policy Ment Health Ment Health Serv Res 2014, 1-11.
85. Kannampallil T.G., Schauer G.F., Cohen T., Patel V.L. Considering complexity in healthcare systems. J Biomed Inform 2011, 44(6):943-947.