A decision support system for improving doctors' prescribing behavior

被引:15
|
作者
Lin, Chinho [2 ,3 ]
Lin, Chun Mei [2 ,3 ]
Lin, Binshan [1 ]
Yang, Ming-Chin [4 ]
机构
[1] Louisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA
[2] Natl Cheng Kung Univ, Dept Ind Management Sci, Tainan 70101, Taiwan
[3] Natl Cheng Kung Univ, Inst Informat Management, Tainan 70101, Taiwan
[4] Natl Taiwan Univ, Coll Publ Hlth, Grad Inst Hlth Care Org Adm, Taipei, Taiwan
关键词
Pre-play communication; Coordination game; Prescribing behavior; Decision support system (DSS); GAME-THEORETIC APPROACH; NATIONAL-HEALTH INSURANCE; REPORT CARDS; COORDINATION GAMES; KNOWLEDGE MANAGEMENT; TASK COMPLEXITY; DATA WAREHOUSE; INFORMATION; IMPACT; QUALITY;
D O I
10.1016/j.eswa.2008.10.066
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The study adopts a well-defined game theory with a decision support system (DSS) to embed the critical factors involved in coordination game equilibrium. A data-warehouse-based DSS is used as a coordinating instrument along with the disclosure of quality report cards. Feedback on prescribing, giving information on aggregated data, along with the DSS, could be sufficient to improve prescribing behavior. The aim of this study was to apply a DSS with pre-play communication of the coordination game theory to the improvement of doctors' antibiotic prescribing behavior. We examined whether the DSS improved the prescribing behavior, and assessed how well the participating doctors improved quality of care. We found the group using the system had a greater decrease in antibiotic prescription than the non-DSS group. This study concluded that the DSS with game-theory modeling has made significant contributions for improving the doctors' prescribing behavior. Future research directions and managerial implications are addressed as well. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:7975 / 7984
页数:10
相关论文
共 50 条
  • [31] Improving Decision Making Process in Universities: A Conceptual Model of Intelligent Decision Support System
    Susnea, Elena
    5TH INTERNATIONAL CONFERENCE EDU-WORLD 2012 - EDUCATION FACING CONTEMPORARY WORLD ISSUES, 2013, 76 : 795 - 800
  • [32] IMPROVING THE EFFECTIVENESS OF STRATEGIC DECISION-MAKING USING AN INTEGRATED DECISION SUPPORT SYSTEM
    BIDGOLI, H
    ATTARAN, M
    INFORMATION AND SOFTWARE TECHNOLOGY, 1988, 30 (05) : 278 - 284
  • [33] Doctors' perception on the ethical use of AI-enabled clinical decision support systems for antibiotic prescribing recommendations in Singapore
    Huang, Zhilian
    Lim, Hannah Yee-Fen
    Ow, Jing Teng
    Sun, Shirley Hsiao-Li
    Chow, Angela
    FRONTIERS IN PUBLIC HEALTH, 2024, 12
  • [34] Improving geriatric prescribing in the ED: a qualitative study of facilitators and barriers to clinical decision support tool use
    Vandenberg, Ann E.
    Vaughan, Camille P.
    Stevens, Melissa
    Hastings, Susan N.
    Powers, James
    Markland, Alayne
    Hwang, Ula
    Hung, William
    Echt, Katharina V.
    INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE, 2017, 29 (01) : 117 - 123
  • [35] DOCTORS AND PRESCRIBING
    WILCOX, J
    NEW ZEALAND MEDICAL JOURNAL, 1972, 76 (485) : 294 - &
  • [36] The effect of decision support system expertise on system use behavior and performance
    Lee, Zoonky
    Wagner, Christian
    Shin, Ho Kyoung
    INFORMATION & MANAGEMENT, 2008, 45 (06) : 349 - 358
  • [37] OntoPharma: ontology based clinical decision support system to reduce medication prescribing errors
    Elena Calvo-Cidoncha
    Concepción Camacho-Hernando
    Faust Feu
    Xavier Pastor-Duran
    Carles Codina-Jané
    Raimundo Lozano-Rubí
    BMC Medical Informatics and Decision Making, 22
  • [38] Results of decision support system implementation for prescribing anticoagulants to patients with atrial fibrillation in hospital
    Chernov, A. A.
    Kloymenova, E. B.
    Sychev, D. A.
    Yashina, L. P.
    Nigmatkulova, M. D.
    Otdelenov, V. A.
    Payushchik, S. A.
    TERAPEVTICHESKII ARKHIV, 2020, 92 (08) : 37 - 42
  • [39] OntoPharma: ontology based clinical decision support system to reduce medication prescribing errors
    Calvo-Cidoncha, Elena
    Camacho-Hernando, Concepcion
    Feu, Faust
    Pastor-Duran, Xavier
    Codina-Jane, Carles
    Lozano-Rubi, Raimundo
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [40] The value of clinical judgement analysis for improving the quality of doctors' prescribing decisions
    Denig, P
    Wahlström, R
    de Saintonge, MC
    Haaijer-Ruskamp, F
    MEDICAL EDUCATION, 2002, 36 (08) : 770 - 780