Medical quality assessment;
Quality indicator;
Expert judgment;
Patient feedback;
The evidential reasoning approach;
HOSPITAL MORTALITY-RATES;
DECISION-SUPPORT-SYSTEM;
HEALTH-CARE QUALITY;
OF-CARE;
SERVICE QUALITY;
DIABETES CARE;
UNITED-STATES;
INFORMATION;
PERFORMANCE;
INDICATORS;
D O I:
10.1016/j.eswa.2015.03.009
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Due to increasing demand for healthcare, medical quality has attracted significant attention in recent years. Most studies to date have tried to assess medical quality from objective quality indicators or subjective expert judgments or patient feedback perspective. In this study, the evidential reasoning approach is employed to combine objective quality indicators, subjective expert judgments and patient feedback in a multiple criteria framework to assess the quality of hospitals systematically and comprehensively. The evidential reasoning approach has the advantages of consistently handling both subjective evaluations and objective indicators under uncertainty within the same framework, and it can help to provide a robust alternative ranking. This study contributes to the literature with not only a novel medical quality assessment and aggregation framework, but also a pragmatic data transformation technique which can facilitate the combination of quantitative data and qualitative judgments using the evidential reasoning approach. A case study of three top-ranked teaching hospitals in Beijing is presented to demonstrate the framework and methodology proposed in this study. (C) 2015 Elsevier Ltd. All rights reserved.
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, England
Bottle, Alex
;
Aylin, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, England
机构:
Galatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, TurkeyGalatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, Turkey
Buyukozkan, Gulcin
;
Cifci, Gizem
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, TurkeyGalatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, Turkey
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Buyukozkan, Gulcin
;
Cifci, Gizem
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Cifci, Gizem
;
Guleryuz, Sezin
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Bartin Univ, Dept Ind Engn, TR-74100 Bartin, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England
Campbell, SM
;
Roland, MO
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England
Roland, MO
;
Buetow, SA
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, England
Bottle, Alex
;
Aylin, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, EnglandUniv London Imperial Coll Sci Technol & Med, Dept Pimary Care & Social Med, Dr Foster Unit Imperial Coll, London EC1A 9LA, England
机构:
Galatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, TurkeyGalatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, Turkey
Buyukozkan, Gulcin
;
Cifci, Gizem
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, TurkeyGalatasaray Univ, Dept Ind Engn, Fac Engn & Technol, TR-34357 Istanbul, Turkey
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Buyukozkan, Gulcin
;
Cifci, Gizem
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Cifci, Gizem
;
Guleryuz, Sezin
论文数: 0引用数: 0
h-index: 0
机构:
Galatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
Bartin Univ, Dept Ind Engn, TR-74100 Bartin, TurkeyGalatasaray Univ, Fac Engn & Technol, Dept Ind Engn, TR-34357 Istanbul, Turkey
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England
Campbell, SM
;
Roland, MO
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England
Roland, MO
;
Buetow, SA
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, EnglandUniv Manchester, Natl Primary Care Res & Dev Ctr, Manchester M13 9PL, Lancs, England