Cross-vendor evaluation of key user-defined clinical decision support capabilities: A scenario-based assessment of certified electronic health records with guidelines for future development

Journal of the American Medical Informatics Association

Volumn 22, Issue 5, 2015, Pages 1081-1088

  McCoy, Allison B ^a   Wright, Adam ^b,c,d   Sittig, Dean F ^e  

^a TULANE UNIVERSITY   (United States)

^b BRIGHAM AND WOMEN S HOSPITAL   (United States)

^c PARTNERS HEALTHCARE   (United States)

^d HARVARD MEDICAL SCHOOL   (United States)

^e UNIVERSITY OF TEXAS   (United States)

Author keywords

Clinical; Decision support systems; Electronic health records

Indexed keywords

ACETYLSALICYLIC ACID; HEMOGLOBIN A1C; THYROTROPIN;

ARTICLE; CARDIAC PATIENT; CORONARY ARTERY DISEASE; DECISION SUPPORT SYSTEM; DIABETES MELLITUS; ELECTRONIC HEALTH RECORD CERTIFICATION; EVALUATION STUDY; HUMAN; INFORMATION SCIENCE; LABORATORY TEST; PRACTICE GUIDELINE; CERTIFICATION; COMMERCIAL PHENOMENA; ELECTRONIC MEDICAL RECORD; STANDARDS;

CERTIFICATION; COMMERCE; DECISION SUPPORT SYSTEMS, CLINICAL; ELECTRONIC HEALTH RECORDS; GUIDELINES AS TOPIC;

EID: 84954212926     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1093/jamia/ocv073     Document Type: Article

References (45)

1. Sittig DF, Wright A, Ash JS, Middleton B. A set of preliminary standards recommended for achieving a national repository of clinical decision support interventions. AMIA Annu Symp Proc AMIA Symp AMIA Symp. 2009;2009: 614-618.
2. Wright A, Goldberg H, Hongsermeier T, Middleton B. A description and functional taxonomy of rule-based decision support content at a large integrated delivery network. JAMIA. 2007;14(4):489-496.
3. Centers for Medicare & Medicaid Services (CMS), HHS. Medicare and Medicaid programs; electronic health record incentive program. Final rule. Fed Regist. 2010;75(144):44313-44588.
4. Bright TJ, Wong A, Dhurjati R, et al. Effect of clinical decision-support systems: a systematic review. Ann Intern Med. 2012;157(1):29-43.
5. Jha AK, DesRoches CM, Campbell EG, et al. Use of electronic health records in U.S. hospitals. N Engl J Med. 2009;360(16):1628-1638.
6. Kuperman GJ, Bobb A, Payne TH, et al. Medication-related clinical decision support in computerized provider order entry systems: a review. JAMIA. 2007;14(1):29-40.
7. Wright A, Sittig DF, Ash JS, et al. Development and evaluation of a comprehensive clinical decision support taxonomy: comparison of front-end tools in commercial and internally developed electronic health record systems. JAMIA. 2011;18(3):232-242.
8. Wright A, Sittig DF, Ash JS, Sharma S, Pang JE, Middleton B. Clinical decision support capabilities of commercially-available clinical information systems. JAMIA. 2009;16(5):637-644.
9. Gurwitz JH, Field TS, Rochon P, et al. Effect of computerized provider order entry with clinical decision support on adverse drug events in the long-term care setting. J Am Geriatr Soc. 2008;56(12):2225-2233.
10. Strom BL, Schinnar R, Bilker W, Hennessy S, Leonard CE, Pifer E. Randomized clinical trial of a customized electronic alert requiring an affirmative response compared to a control group receiving a commercial passive CPOE alert: NSAID-warfarin co-prescribing as a test case. JAMIA. 2010;17(4):411-415.
11. Tamblyn R, Reidel K, Huang A, et al. Increasing the detection and response to adherence problems with cardiovascular medication in primary care through computerized drug management systems: a randomized controlled trial. Med Decis Mak Int J Soc Med Decis Mak. 2010;30(2):176-188.
12. Strom BL, Schinnar R, Aberra F, et al. Unintended effects of a computerized physician order entry nearly hard-stop alert to prevent a drug interaction: a randomized controlled trial. Arch Intern Med. 2010;170(17):1578-1583.
13. McCoy AB, Waitman LR, Lewis JB, et al. A framework for evaluating the appropriateness of clinical decision support alerts and responses. JAMIA. 2012;19(3):346-352.
14. McCoy AB, Thomas EJ, Krousel-Wood M, Sittig DF. Clinical decision support alert appropriateness: a review and proposal for improvement. Ochsner J. 2014;14(2):195-202.
15. Centers for Medicare & Medicaid Services (CMS), HHS. Medicare and Medicaid programs; electronic health record incentive program-stage 2. Final rule. Fed Regist. 2012;77(171):53967-54162.
16. Centers for Medicare & Medicaid Services (CMS), HHS. Medicare and Medicaid Programs; Electronic Health Record Incentive Program-Stage 3. Proposed Rule. Fed Regist. 2015;16731-1804.
17. ONC HIT Certification Program [Internet]. [cited June 2, 2014]. http://www.healthit.gov/policy-researchers-implementers/onc-hit-certification-program. Accessed June 2, 2014.
18. Authorized Testing and Certifications Bodies [Internet]. [cited June 2, 2014]. http://www.healthit.gov/policy-researchers-implementers/authorized-testing-and-certifications-bodies. Accessed June 2, 2014.
19. Office of the National Coordinator for Health Information Technology (ONC), Department of Health and Human Services. Health information technology: initial set of standards, implementation specifications, and certification criteria for electronic health record technology. Final rule. Fed Regist. 2010; 75(144):44589-44654.
20. http://healthcare.nist.gov/use_testing/index.html. Accessed August 18, 2014.
21. Kawamoto K, Houlihan CA, Balas EA, Lobach DF. Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ. 2005;330(7494):765.
22. Mollon B, Chong J, Holbrook AM, Sung M, Thabane L, Foster G. Features predicting the success of computerized decision support for prescribing: a systematic review of randomized controlled trials. BMC Med Inform Decis Mak. 2009;9:11.
23. Roshanov PS, Fernandes N, Wilczynski JM, et al. Features of effective computerised clinical decision support systems: meta-regression of 162 randomised trials. BMJ. 2013;346:f657.
24. OsheroffJA, Teich JM, Middleton B, Steen EB, Wright A, Detmer DE. A roadmap for national action on clinical decision support. JAMIA. 2007;14(2):141-145.
25. Miller RA, Waitman LR, Chen S, Rosenbloom ST. The anatomy of decision support during inpatient care provider order entry (CPOE): empirical observations from a decade of CPOE experience at Vanderbilt. J Biomed Inform. 2005;38(6):469-485.
26. Van der Sijs H, Aarts J, Vulto A, Berg M. Overriding of drug safety alerts in computerized physician order entry. JAMIA. 2006;13(2):138-147.
27. Bates DW, Kuperman GJ, Wang S, et al. Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. JAMIA. 2003;10(6):523-530.
28. Clark SJ. A general temporal data model and the structured population event history register. Demogr Res. 2006;15(7):181-252.
29. Sittig DF, Wright A, Meltzer S, et al. Comparison of clinical knowledge management capabilities of commercially-available and leading internally-developed electronic health records. BMC Med Inform Decis Mak. 2011;11:13.
30. Garg AX, Adhikari NKJ, McDonald H, et al. Effects of computerized clinical decision support systems on practitioner performance and patient outcomes. JAMA. 2005;293(10):1223-1238.
31. Sittig DF, Singh H. Which electronic health record is better: A or B? Realities of comparing the effectiveness of electronic health records. J Comp EffRes. 2014;3(5):447-450.
32. Wright A, Sittig DF, Ash JS, et al. Governance for clinical decision support: case studies and recommended practices from leading institutions. JAMIA. 2011;18(2):187-194.
33. Sittig DF, Wright A, Simonaitis L, et al. The state of the art in clinical knowledge management: an inventory of tools and techniques. Int J Med Inf. 2010;79(1):44-57.
34. Wright A, Maloney FL, Ramoni RL, et al. Identifying Clinical Decision Support Failures using Change-point Detection. AMIA Annu Symp Proc. 2014;2014: 145-146.
35. Einbinder J, Hebel E, Wright A, Panzenhagen M, Middleton B. The number needed to remind: a measure for assessing cds effectiveness. AMIA Annu Symp Proc AMIA Symp AMIA Symp. 2014;2014:506-515.
36. Chen ES, Borlawsky T, Qureshi K, Li J, Lussier YA, Hripcsak G. Monitoring the function and use of a clinical decision support system. AMIA Annu Symp Proc. 2007;2007:902.
37. CMS Medicare and Medicaid EHR Incentive Program, Electronic Health Record Products Used for Attestation j HealthData.gov [Internet]. [cited March 5, 2015]. http://www.healthdata.gov/data/dataset/cms-medicareand-medicaid-ehr-incentive-program-electronic-health-record-productsused. Accessed March 5, 2015.
38. Newman CM, Price A, Davies DW, Gray TA, Weetman AP. Amiodarone and the thyroid: a practical guide to the management of thyroid dysfunction induced by amiodarone therapy. Heart. 1998;79(2):121-127.
39. Fihn SD, Gardin JM, Abrams J, et al. 2012 ACCF/AHA/ACP/AATS/PCNA/SCAI/STS guideline for the diagnosis and management of patients with stable ischemic heart disease: a report of the American College of Cardiology Foundation/American Heart Association task force on practice guidelines, and the American College of Physicians, American Association for Thoracic Surgery, Preventive Cardiovascular Nurses Association, Society for Cardiovascular Angiography and Interventions, and Society of Thoracic Surgeons. Circulation. 2012;126(25):e354-e471.
40. American Diabetes Association. Standards of medical care in diabetes-2012. Diabetes Care. 2012;35 (Suppl 1):S11-S63.
41. Sittig DF, Ash JS, Singh H. The SAFER guides: empowering organizations to improve the safety and effectiveness of electronic health records. Am J Manag Care. 2014;20(5):418-423.
42. https://plus.google.com/pRipRowan/posts/eVeouesvaVX. Accessed June 3, 2014.
43. Wright A, Ash JS, Erickson JL, et al. A qualitative study of the activities performed by people involved in clinical decision support: recommended practices for success. JAMIA. 2014;21(3):464-472.
44. Sittig DF, Ash JS, Singh H. ONC issues guides for SAFER EHRs. JAHIMA. 2014;85(4):50-52.
45. http://healthit.gov/safer/. Accessed December 8, 2014.