Prospective evaluation of a Bayesian model to predict organizational change

Health Care Management Review

Volumn 30, Issue 3, 2005, Pages 270-279

  Molfenter, Todd ^a   Gustafson, Dave ^a   Kilo, Chuck ^b   Bhattacharya, Abhik ^a   Olsson, Jesper ^c  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

^b GreenField Health   (United States)

^c Mutual Insurance Company of Swedish County Councils   (Sweden)

Author keywords

Bayesian model; Improvement collaborative; Organizational change

Indexed keywords

BAYES THEOREM; EVALUATION; HEALTH CARE DELIVERY; HEALTH CARE ORGANIZATION; HEALTH CARE QUALITY; OUTCOMES RESEARCH; PROSPECTIVE STUDY; REVIEW;

EID: 23744472967     PISSN: 03616274     EISSN: None     Source Type: Journal    
DOI: 10.1097/00004010-200507000-00011     Document Type: Review

References (30)

1. Gustafson, D., and Hundt, A. "Findings of Innovation Research Applied to Quality Management Principles for Health Care." Health Care Management Review 20, no. 2 (1995): 16-33.
2. Shortell, S., Jones, R., and Rademacker, A. "Assessing the Impact of Total Quality Management and Organizational Culture on Multiple Outcomes of Care for Coronary Artery Bypass Graft Surgery Patients." Medical Care 38, no. 2 (2000): 207-17.
3. Van de Ven, A., and Poole, M. "Explaining Development and Change in Organizations." Academy of Management Review 20, (1995): 510-40.
4. Simpson, D. "A Conceptual Framework for Transferring Research to Practice." Journal of Substance Abuse and Treatment 22, no. 4 (2002): 171-82.
5. Berwick, D. "A Primer on Leading the Improvement of Systems." British Medical Journal 312, no. 7031 (1996): 619-22.
6. Stump, L. "Re-engineering the Medication Error-Reporting Process: Removing the Blame and Improving the System." American Journal of Health System Pharmacy 57, no. Suppl 4 (2000): S10-S17.
7. Ahlbom, A., and Feychting, M. "A Bayesian Approach to Hazard Identification. The Case of Electromagnetic Fields and Cancer." Annals of the New York Academy of Sciences 895, (1999): 27-33.
8. Spiegelhalter, D., Myles, J., Jones, D., and Keith, R. "Methods in Health Service Research: An Introduction to Bayesian Methods in Health Technology Assessment." British Medical Journal 319, no. 7208 (1999): 508-12.
9. Gustafson, D., Cats-Beril, W., and Alemi, F. Systems to Support Health Policy Analysis. Ann Arbor, MI: Health Administration Press, 1992.
10. Spilker, B. "Methods of Assessing and Improving Patient Compliance in Clinical Trials." In Patient Compliance in Medical Practice and Clinical Trials, edited by J.A., Cramer, and B., Spilker. New York: Raven Press, (1991): 37-56.
11. Gustafson, D., Johnson, P., Molfenter, T., Patton, T., Shaw, B., and Owens, B. "Development and Test of a Model to Predict Adherence to a Medical Regimen." Journal of Pharmacy Technology 17, (2001): 198-208.
12. Olsson, J., Ovretveit, J., and Kammerlind, P. "Developing and Testing a Model to Predict Outcomes of Organizational Change." Quality Management in Health Care 12, no. 4 (2003): 240-9.
13. Gustafson, D., Sainfort, F., Eichler, M., Adams, L., Bisognano, M., and Steudel, H. "The Development and Testing of a Decision Theoretic Model to Predict the Success of Organizational Change Efforts." Health Services Research 38, no. 2 (2003): 751-76.
14. Armenakis, A., and Bedeian, A. "Organizational Change: A Review of Theory and Research in the 1990s." Journal of Management 25, no. 3 (1999): 293-315.
15. Ferlie, E.W., and Shortell, S.H. "Improving the Quality of Health Care in the United Kingdom and the United States: A Framework for Change." Milbank Quarterly 79, no. 2 (2001): 281-315.
16. Nelson, E., Batalden, P., Godfrey, M., Headrick, L., Huber, T., and Mohr, J., Wasson, J. Executive Summary for Health Care Leaders: Microsystems in Health Care: The Essential Building Block of High Performing Systems. Princeton, NJ: Robert Wood Johnson Foundation, 2001. (RWJ Grant Number 036103.)
17. Keeney, R.L., and Raiffa H. Decisions With Multiple Objectives: Preferences and Value Tradeoffs. New York: Cambridge University Press, (1993): 282-349.
18. Langley, G., Nolan, K., Nolan, T., Norman, C., and Provost, L. The Improvement Guide: A Practical Approach to Enhancing Organizational Performance. San Francisco: Jossey-Bass Publishers, 1996.
19. SAS Institute Inc. In SAS/STAT User's Guide. (1998) Version 6.12. Cary, NC: SAS Institute.
20. Hosmer, D., and Lemmeshow, S. Applied Logistic Regression. New York: Wiley, 2000.
21. Maddux, J., and DuCharme, K. "Behavioral Intentions in Theories of Health Behavior." In Handbook of Health Behavior Research I. edited by, Gochman, D.S. New York: Plenum, (1997): 133-53.
22. Rothman, A.J. Toward a Theory-Based Analysis of Behavioral Maintenance. Health Psychology. 19(Suppl.) (2000): 64-9.
23. Molfenter, T., Bhattacharya, A., Ford, J., Wen, K. (in preparation). The Development and Use of Hybrid Conjoint Model to Predict Sustainability of Organizational Change.
24. Miller, L., and Hays, R. "Measuring Adherence Antiretroviral Medications." HIV Clinical Trials 4, (2000): 32-35.
25. Rudd, P. "The Measurement of Compliance Medication Taking." In Developmental Aspects of Health Compliance Behavior, edited by N.A., Krasnegor, L., Epstein, S.B., Johnson, and SJ., Yaffe. Hillsdale, NJ: Erlbaum, (1992): 185-213.
26. Nolan, T., Schall, M., Berwick, D., and Roessner, J. Reducing Delays and Waiting Times: Throughout the Healthcare System. Boston, MA: Institute for Healthcare Improvement, 1996.
27. Weiss, K., Mendoza, G., Schall, M., Berwick, D., and Roessner, J. Improving Asthma Care in Children and Adults. Boston, MA: Institute for Healthcare Improvement, 1997.
28. Leape, L., Kabcenell, A., Berwick, D., and Roessner, J. Reducing Adverse Drug Events. Institute for Healthcare Improvement, 1998.
29. Clemmer, T., Spuhler, V., Oniki, T., and Horn, S. "Results of a Collaborative Quality Improvement Program on Outcomes and Costs in a Tertiary Critical Care Unit." Critical Care Medicine 27, no. 9 (1999): 1768-74.
30. Olsson, J., Elg, M., and Molfenter, T. "Reflections on Transnational Transferability of Improvement Technologies-A Comparison of Factors for Successful Change in the United States and Northern Europe." Quality Management in Health Care 12, no. 4 (2003): 259-69.