Evaluating informatics applications - clinical decision support systems literature review

被引:226
作者
Kaplan, B [1 ]
机构
[1] Yale Univ, Sch Med, Ctr Med Informat, New Haven, CT USA
关键词
evaluation; decision support; CDSS; clinical decision support systems; clinical practice guidelines; randomized controlled clinical trials;
D O I
10.1016/S1386-5056(01)00183-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper reviews clinical decision support systems (CDSS) literature, with a focus on evaluation. The literature indicates a general consensus that clinical decision support systems are thought to have the potential to improve care. Evidence is more equivocal for guidelines and for systems to aid physicians with diagnosis. There also is general consensus that a variety of systems are little used despite demonstrated or potential benefits. In the evaluation literature, the main emphasis is on how clinical performance changes. Most studies use an experimental or randomized controlled clinical trials design (RCT) to assess system performance or to focus on changes in clinical performance that could affect patient care. Few studies involve field tests of a CDSS and almost none use a naturalistic design in routine clinical settings with real patients. In addition, there is little theoretical discussion, although papers are permeated by a rationalist perspective that excludes contextual issues related to how and why systems are used. The studies mostly concern physicians rather than other clinicians. Further, CDSS evaluation studies appear to be insulated from evaluations of other informatics applications: Consequently, there is a lack of information useful for understanding why CDSSs may or may not be effective, resulting in making less informed decisions about these technologies and, by extension, other medical informatics applications. (C) 2001 Published by Elsevier Science Ireland Ltd.
引用
收藏
页码:15 / 37
页数:23
相关论文
共 89 条
[1]  
Anderson JG, 1987, USE IMPACT COMPUTERS
[2]  
[Anonymous], 1997, EVALUATION METHODS M
[3]  
[Anonymous], 1994, Evaluating Health Care Information Systems: Methods and Applications
[4]  
Ash JS, 1998, J AM MED INFORM ASSN, P235
[5]   The clinical value of computerized information services - A review of 98 randomized clinical trials [J].
Balas, EA ;
Austin, SM ;
Mitchell, JA ;
Ewigman, BG ;
Bopp, KD ;
Brown, GD .
ARCHIVES OF FAMILY MEDICINE, 1996, 5 (05) :271-278
[6]   Effect of computerized physician order entry and a team intervention on prevention of serious medication errors [J].
Bates, DW ;
Leape, LL ;
Cullen, DJ ;
Laird, N ;
Petersen, LA ;
Teich, JM ;
Burdick, E ;
Hickey, M ;
Kleefield, S ;
Shea, B ;
Vander Vliet, M ;
Seger, DL .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 280 (15) :1311-1316
[7]   The impact of computerized physician order entry on medication error prevention [J].
Bates, DW ;
Teich, JM ;
Lee, J ;
Seger, D ;
Kuperman, GJ ;
Ma'Luf, N ;
Boyle, D ;
Leape, L .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1999, 6 (04) :313-321
[8]  
Berg Marc, 1997, Rationalizing Medical Work: Decision-Support Techniques and Medical Practices
[9]   Effects of a decision support system on physicians' diagnostic performance [J].
Berner, ES ;
Maisiak, RS ;
Cobbs, CG ;
Taunton, OD .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1999, 6 (05) :420-427
[10]   PERFORMANCE OF 4 COMPUTER-BASED DIAGNOSTIC SYSTEMS [J].
BERNER, ES ;
WEBSTER, GD ;
SHUGERMAN, AA ;
JACKSON, JR ;
ALGINA, J ;
BAKER, AL ;
BALL, EV ;
COBBS, CG ;
DENNIS, VW ;
FRENKEL, EP ;
HUDSON, LD ;
MANCALL, EL ;
RACKLEY, CE ;
TAUNTON, D .
NEW ENGLAND JOURNAL OF MEDICINE, 1994, 330 (25) :1792-1796