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Alerts in Clinical Information Systems: Building Frameworks and Prototypes

Alerts in Clinical Information Systems: Building Frameworks and Prototypes. Project presented by Rolf Wipfli Project team: Rolf Wipfli Prof. Christian Lovis. Content of presentation. Framework with different views on alert systems

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Alerts in Clinical Information Systems: Building Frameworks and Prototypes

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  1. Alerts in Clinical Information Systems:Building Frameworks and Prototypes Project presented by Rolf Wipfli Project team: Rolf Wipfli Prof. Christian Lovis

  2. Content of presentation • Framework with different views on alert systems • Possible implementation of alerts in a Clinical Information System • Ongoing research • PhD thesis (Psychology)

  3. Why medical alerts are important? Provides decision support for handling the ever growing quantity of medical data and knowledge Studies show positive effect on prescribing behavior (e.g., more efficient) or reduced error rates Schedlbauer et al. (2009), Weingart et al. (2009), Koppel et al. (2005),Raschke et al. (1998)

  4. Problems identified High number of alert overrides due to: • Unspecific or non applicable alerts • Alert fatigue caused by irrelevant and repeating alerts • Usability issues: misunderstood or unnoticed alerts, interruption of work processes • Problem of system acceptance Van derSijs et al. (2006), Hsieh et al. (2004), Shah et al. (2006)

  5. Open issues • How to make alerts more context depended? • How to integrate alerts in CIS? When and how should they be displayed in order to be best adapted to physician's work processes? • How can physicians best give feedback to improve the alert system?

  6. System-centric view

  7. User-centeric view Norman (2002)

  8. Evaluation: Levels of decision making Rasmussen (1986)

  9. Organization-centric view Kuuti (1996), Carayon et al. (2007)

  10. Requirements • System needs to hold alert information seamlessly in information cycle, providing feedback functionality [system-centric view] • The interface should use unified processes for alert interaction [user-centric view] • Alerts support medical decision making, hence it should correspond to theories of human decision making [levels of decision making] • Alert system should implement the whole context (collaboration with other care providers, etc.) [organizational view]

  11. Mockup skill-based alert screen

  12. Mockup rule-based alert screen

  13. Mockup knowledge-based alert screen

  14. Next steps • Further development of framework • Interviews with physicians, work observations • Build scenario-based prototype • Experimentally test prototype • Population: physicians of different departments at University Hospitals of Geneva • Method: Scenario-based usability test

  15. Bibliography • Hsieh, T. C., Kuperman, G. J., Jaggi, T., Hojnowski-Diaz, P., Fiskio, J., Williams, D. H., et al. (2004). Characteristics and consequences of drug allergy alert overrides in a computerized physician order entry system. Journal of the American Medical Informatics Association : JAMIA, 11(6), 482-91. doi: 10.1197/jamia.M1556. • Koppel, R., Metlay, J. P., Cohen, A., Abaluck, B., Localio, A. R., Kimmel, S. E., et al. (2005). Role of computerized physician order entry systems in facilitating medication errors. JAMA : the journal of the American Medical Association, 293(10), 1197-203. doi: 10.1001/jama.293.10.1197. • Kuuti, K. (1996). Activity Theory as a Potential Framwork for Human-Computer Interaction Research. In B. A. Nardi, Context and Consciousness: Activity Theory and Human-Computer Interaction (pp. 17-44). MIT Press.

  16. Bibliography • Norman, D. A. (2002). The design of everyday things. New York NY: Basic Books. • Raschke, R. A., Collihare, B., Wunderlich, T. A., Guidry, J. R., Leibowitz, A. I., Peirce, J. C., et al. (1998). A Computer Alert System to Prevent Injury From Adverse Drug Events: Development and Evaluation in a Community Teaching Hospital. JAMA: The Journal of the American Medical Association, 280(15), 1317-1320. doi: 10.1001/jama.280.15.1317. • Rasmussen, J. (1986). Information processing and human-machine interaction. (A. P. Sage). Amsterdam, The Netherlands: Elsevier Science Publishers.

  17. Bibliography • Shah, N. R., Seger, A. C., Seger, D. L., Fiskio, J. M., Kuperman, G. J., Blumenfeld, B., et al. (2006). Improving acceptance of computerized prescribing alerts in ambulatory care. Journal of the American Medical Informatics Association : JAMIA, 13(1), 5-11. doi: 10.1197/jamia.M1868. • Schedlbauer, A., Prasad, V., Mulvaney, C., Phansalkar, S., Stanton, W., Bates, D. W., et al. (2009). What evidence supports the use of computerized alerts and prompts to improve clinicians' prescribing behavior? Journal of the American Medical Informatics Association : JAMIA, 16(4), 531-8. doi: 10.1197/jamia.M2910.

  18. Bibliography • van der Sijs, H., Aarts, J., Vulto, A., & Berg, M. (2006). Overriding of drug safety alerts in computerized physician order entry. Journal of the American Medical Informatics Association : JAMIA, 13(2), 138-47. doi: 10.1197/jamia.M1809. • Weingart, S. N., Simchowitz, B., Padolsky, H., Isaac, T., Seger, A. C., Massagli, M., et al. (2009). An empirical model to estimate the potential impact of medication safety alerts on patient safety, health care utilization, and cost in ambulatory care. Archives of internal medicine, 169(16), 1465-73. doi: 10.1001/archinternmed.2009.252.

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