The effect of provider characteristics on the responses to medication-related decision support alerts

International Journal of Medical Informatics

Volumn 84, Issue 9, 2015, Pages 630-639

  Cho, Insook ^a,b,c   Slight, Sarah P ^a,c,e   Nanji, Karen C ^c,f   Seger, Diane L ^d   Maniam, Nivethietha ^d   Fiskio, Julie M ^d   Dykes, Patricia C ^a,c   Bates, David W ^a,c,d  

^a BRIGHAM AND WOMEN S HOSPITAL   (United States)

^b Inha University   (South Korea)

^c HARVARD MEDICAL SCHOOL   (United States)

^d PARTNERS HEALTHCARE   (United States)

^e DURHAM UNIVERSITY   (United Kingdom)

^f MASSACHUSETTS GENERAL HOSPITAL   (United States)

Author keywords

Decision support; Medication safety; Prescribing; Provider characteristics; Quality

Indexed keywords

DECISION MAKING; HEALTH INSURANCE; HOSPITALS; IMAGE QUALITY;

CLINICAL DECISION SUPPORT; DECISION SUPPORT ALERTS; DECISION SUPPORTS; DESIGN AND IMPLEMENTATIONS; MEDICATION SAFETY; MULTIPLE REGRESSIONS; PRESCRIBING; PROVIDER CHARACTERISTICS;

DECISION SUPPORT SYSTEMS;

PRESCRIPTION DRUG;

ACCREDITATION; ADULT; ALARM MONITORING; ARTICLE; AUTOMATION; CONCEPTUAL FRAMEWORK; DECISION SUPPORT SYSTEM; FEMALE; GENERAL PRACTITIONER; HUMAN; MALE; MEDICAL SCHOOL; MEDICATION THERAPY MANAGEMENT; NURSE PRACTITIONER; OBSERVATIONAL STUDY; OUTPATIENT; PHYSICIAN ATTITUDE; PREDICTIVE VALUE; PRESCRIPTION; PRIMARY MEDICAL CARE; PRIORITY JOURNAL; REGISTRATION; RESIDENCY EDUCATION; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; TEACHING HOSPITAL; UNCERTAINTY; UNITED STATES; WORK EXPERIENCE; AMBULATORY CARE; CLINICAL PRACTICE; COMPUTER ASSISTED DRUG THERAPY; CROSS-SECTIONAL STUDY; DRUG INTERACTION; ELECTRONIC PRESCRIBING; HOSPITAL INFORMATION SYSTEM; MEDICATION ERROR; MIDDLE AGED; PREVENTION AND CONTROL; PRIMARY HEALTH CARE; UTILIZATION;

ADULT; AMBULATORY CARE; CROSS-SECTIONAL STUDIES; DECISION SUPPORT SYSTEMS, CLINICAL; DRUG INTERACTIONS; DRUG THERAPY, COMPUTER-ASSISTED; ELECTRONIC PRESCRIBING; FEMALE; HOSPITALS, TEACHING; HUMANS; MALE; MASSACHUSETTS; MEDICAL ORDER ENTRY SYSTEMS; MEDICATION ERRORS; MIDDLE AGED; PRACTICE PATTERNS, PHYSICIANS'; PRIMARY HEALTH CARE; RETROSPECTIVE STUDIES;

EID: 84946489843     PISSN: 13865056     EISSN: 18728243     Source Type: Journal    
DOI: 10.1016/j.ijmedinf.2015.04.006     Document Type: Article

References (30)

1. Isaac T., Weissman J.S., Davis R.B., Massagli M., Cyrulik A., Sands D.Z., Weingart S.N. Overrides of medication alerts in ambulatory care. Arch. Intern. Med. 2009, 169(3):305-311.
2. Van Der Sijs H., Aarts J., Vulto A., Berg M. Overriding of drug safety alerts in computerized physician order entry. J. Am. Med. Inform. Assoc. 2006, 13(2):138-147.
3. Shah N.R., Seger A.C., Seger D.L., Fiskio J.M., Kuperman G.J., Blumenfeld B., Recklet E.G., Bates D.W., Gandhi T.K. Improving acceptance of computerized prescribing alerts in ambulatory care. J. Am. Med. Inform. Assoc. 2006, 13(1):5-11.
4. Weingart S.N., Toth M., Sands D.Z., Aronson M.D., Davis R.B., Phillips R.S. Physicians' decisions to override computerized drug alerts in primary care. Arch. Intern. Med. 2003, 163(21):2625-2631.
5. Nanji K.C., Slight S.P., Seger D.L., Cho I., Redden L.M., Volk L., Bates D.W. Overrides of clinical decision support alerts [abstract]. Am. Soc. Anesthesiol. 2012.
6. Moxey A., Robertson J., Newby D., Hains I., Williamson M., Pearson S.-A. Computerized clinical decision support for prescribing: provision does not guarantee uptake. J. Am. Med. Inform. Assoc. 2010, 17(1):25-33.
7. Kilbridge P.M., Classen D.C. The informatics opportunities at the intersection of patient safety and clinical informatics. J. Am. Med. Inform. Assoc. 2008, 15(4):397-407.
8. Metzger J., Welebob E., Bates D.W., Lipsitz S., Classen D.C. Mixed results in the safety performance of computerized physician order entry. Health Aff. (Millwood) 2010, 29(4):655-663.
9. Kaushal R., Shojania K.G., Bates D.W. Effects of computerized physician order entry and clinical decision support systems on medication safety: a systematic review. Arch. Intern. Med. 2003, 163(12):1409-1416.
10. Garg A.X., Adhikari N.K.J., McDonald H., Rosas-Arellano M.P., Devereaux P.J., Beyene J., Sam J., Haynes R.B. Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. J. Am. Med. Assoc. 2005, 293(10):1223-1238.
11. Hayward J., Thomson F., Milne H., Buckingham S., Sheikh A., Fernando B., Cresswell K., Williams R., Pinnock H. 'Too much, too late': mixed methods multi-channel video recording study of computerized decision support systems and GP prescribing. J. Am. Med. Inform. Assoc. 2013, 20(e1):e76-e84.
12. Classen D., Bates D.W., Denham C.R. Meaningful use of computerized prescriber order entry. J. Patient Saf. 2010, 6(1):15-23.
13. Kuperman G.J., Bobb A., Payne T.H., Avery A.J., Gandhi T.K., Burns G., Classen D.C., Bates D.W. Medication-related clinical decision support in computerized provider order entry systems: a review. J. Am. Med. Inform. Assoc. 2007, 14(1):29-40.
14. Bates D.W., Kuperman G.J., Wang S., Gandhi T., Kittler A., Volk L., Spurr C., Khorasani R., Tanasijevic M., Middleton B. Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. J. Am. Med. Inform. Assoc. 2003, 10(6):523-530.
15. Sittig D.F., Krall M.A., Dykstra R.H., Russell A., Chin H.L. A survey of factors affecting clinician acceptance of clinical decision support. BMC Med. Inform. Decis. Mak. 2006, 6(1):6.
16. Clinician's assessments of outpatient electronic medical record alert and reminder usability and usefulness requirements. Proceedings of the AMIA Symposium 2002, 334-338. M.A. Krall, D.F. Sittig (Eds.).
17. Riedmann D., Jung M., Hackl W.O., Stuehlinger W., van der Sijs H., Ammenwerth E. Development of a context model to prioritize drug safety alerts in CPOE systems. BMC Med. Inform. Decis. Mak. 2011, 11(1):35.
18. Gerrity M.S., Earp J.A.L., DeVellis R.F., Light D.W. Uncertainty and professional work: perceptions of physicians in clinical practice. Am. J. Sociol. 1992, 1022-1051.
19. Fung C.H., Woods J.N., Asch S.M., Glassman P., Doebbeling B.N. Variation in implementation and use of computerized clinical reminders in an integrated healthcare system. Am. J. Manag. Care 2004, 10(11 Pt 2):878-885.
20. Michtalik H.J., Pronovost P.J., Marsteller J.A., Spetz J., Brotman D.J. Developing a model for attending physician workload and outcomes. JAMA Intern. Med. 2013, 173(11):1026-1028.
21. Michtalik H.J., Yeh H.-C., Pronovost P.J., Brotman D.J. Impact of attending physician workload on patient care: a survey of hospitalists. JAMA Intern. Med. 2013, 173(5):375-377.
22. US News and World Report. Best Medical Schools: Research 2012, Available from: http://grad-schools.usnews.rankingsandreviews.com/best-graduate-schools/top-medical-schools/research-rankings (accessed October, 2012).
23. Wensing M., Broge B., Kaufmann-Kolle P., Andres E., Szecsenyi J. Quality circles to improve prescribing patterns in primary medical care: what is their actual impact?. J. Eval. Clin. Pract. 2004, 10(3):457-466.
24. Zhou L., Soran C.S., Jenter C.A., Volk L.A., Orav E., Bates D.W., Simon S.R. The relationship between electronic health record use and quality of care over time. J. Am. Med. Inform. Assoc. 2009, 16(4):457-464.
25. Eguale T., Buckeridge D.L., Winslade N.E., Benedetti A., Hanley J.A., Tamblyn R. Drug, patient, and physician characteristics associated with off-label prescribing in primary care. Arch. Intern. Med. 2012, 172(10):781-788.
26. Reid R.O., Friedberg M.W., Adams J.L., McGlynn E.A., Mehrotra A. Associations between physician characteristics and quality of care. Arch. Intern. Med. 2010, 170(16):1442-1449.
27. Hong C.S., Atlas S.J., Chang Y., Subramanian S.V., Ashburner J.M., Barry M.J., Grant R.W. Relationship between patient panel characteristics and primary care physician clinical performance rankings. J. Am. Med. Assoc. 2010, 304(10):1107-1113.
28. Rosenbloom S.T., Talbert D., Aronsky D. Clinicians's perceptions of clinical decision support integrated into computerized provider order entry. Int. J. Med. Inform. 2004, 73(5):433-441.
29. Long A.-J., Chang P., Li Y.-C., Chiu W.-T. The use of a CPOE log for the analysis of physicians' behavior when responding to drug-duplication reminders. Int. J. Med. Inform. 2008, 77(8):499-506.
30. Tierney M.J., Pageler N.M., Kahana M., Pantaleoni J.L., Longhurst C.A. Medical education in the electronic medical record (EMR) era: benefits, challenges, and future directions. Acad. Med. 2013, 88(6):748-752.