A decision support system for improving doctors' prescribing behavior
被引:15
|
作者:
Lin, Chinho
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机构:
Natl Cheng Kung Univ, Dept Ind Management Sci, Tainan 70101, Taiwan
Natl Cheng Kung Univ, Inst Informat Management, Tainan 70101, TaiwanLouisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA
Lin, Chinho
[2
,3
]
Lin, Chun Mei
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机构:
Natl Cheng Kung Univ, Dept Ind Management Sci, Tainan 70101, Taiwan
Natl Cheng Kung Univ, Inst Informat Management, Tainan 70101, TaiwanLouisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA
Lin, Chun Mei
[2
,3
]
Lin, Binshan
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机构:
Louisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USALouisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA
Lin, Binshan
[1
]
Yang, Ming-Chin
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机构:
Natl Taiwan Univ, Coll Publ Hlth, Grad Inst Hlth Care Org Adm, Taipei, TaiwanLouisiana State Univ, Coll Business Adm, Shreveport, LA 71115 USA
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
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.
机构:
Univ Iowa Hosp & Clin, Dept Family Med, Iowa City, IA 52242 USA
Univ Iowa, Hosp & Clin, Iowa City, IA 52242 USAUniv Iowa Hosp & Clin, Dept Family Med, Iowa City, IA 52242 USA
Cramer, Elizabeth
Kuperman, Ethan
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机构:
Univ Iowa Hosp & Clin, Internal Med, Iowa City, IA USAUniv Iowa Hosp & Clin, Dept Family Med, Iowa City, IA 52242 USA
Kuperman, Ethan
Meyer, Nathan
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机构:
Univ Iowa, Hosp & Clin, Iowa City, IA 52242 USAUniv Iowa Hosp & Clin, Dept Family Med, Iowa City, IA 52242 USA
Meyer, Nathan
Blum, James
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Hosp & Clin, Iowa City, IA 52242 USA
Univ Iowa Hosp & Clin, Anesthesia, Iowa City, IA USAUniv Iowa Hosp & Clin, Dept Family Med, Iowa City, IA 52242 USA
机构:
Univ New S Wales, Fac Med, Sydney, NSW, Australia
St Vincents Hosp, Dept Clin Pharmacol & Toxicol, Sydney, NSW 2010, AustraliaUniv New S Wales, Fac Med, Sydney, NSW, Australia
Jaensch, Samantha L.
Baysari, Melissa T.
论文数: 0引用数: 0
h-index: 0
机构:
St Vincents Hosp, Dept Clin Pharmacol & Toxicol, Sydney, NSW 2010, Australia
Univ New S Wales, Australian Inst Hlth Innovat, Sydney, NSW, AustraliaUniv New S Wales, Fac Med, Sydney, NSW, Australia
Baysari, Melissa T.
Day, Richard O.
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机构:
Univ New S Wales, Fac Med, Sydney, NSW, Australia
St Vincents Hosp, Dept Clin Pharmacol & Toxicol, Sydney, NSW 2010, AustraliaUniv New S Wales, Fac Med, Sydney, NSW, Australia
Day, Richard O.
Westbrook, Johanna I.
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机构:
Univ New S Wales, Australian Inst Hlth Innovat, Ctr Hlth Syst & Safety Res, Sydney, NSW, AustraliaUniv New S Wales, Fac Med, Sydney, NSW, Australia
机构:
Mem Sloan Kettering Canc Ctr, Dept Med, Geriatr Serv, New York, NY 10021 USAMem Sloan Kettering Canc Ctr, Dept Med, Geriatr Serv, New York, NY 10021 USA