A hybrid multi-criteria decision-making approach for hospitals' sustainability performance evaluation under fuzzy environment

被引:2
|
作者
Regragui, Hajar [1 ]
Sefiani, Naoufal [1 ]
Azzouzi, Hamid [1 ]
Cheikhrouhou, Naoufel [2 ,3 ]
机构
[1] Abdelmalek Essaadi Univ, Fac Sci & Technol Tangier, Dept Ind Engn, Tanger, Morocco
[2] Univ Appl Sci & Arts Western Switzerland, Geneva Sch Business Adm, HES SO, Geneva, Switzerland
[3] IFM Business Sch, Geneva, Switzerland
关键词
Hospitals; Performance evaluation; Sustainability performance; MCDM; FAHP; FTOPSIS; BALANCED SCORECARD; SOCIAL SUSTAINABILITY; SERVICE QUALITY; MODEL; MANAGEMENT; MCDM; INDICATORS; INDUSTRY; SYSTEM; TOPSIS;
D O I
10.1108/IJPPM-10-2022-0538
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
PurposeHospital structures serve to protect and improve public health; however, they are recognized as a major source of environmental degradation. Thus, an effective performance evaluation framework is required to improve hospital sustainability. In this context, this study presents a holistic methodology that integrates the sustainability balanced scorecard (SBSC) with fuzzy Delphi method and fuzzy multi-criteria decision-making approaches for evaluating the sustainability performance of hospitals.Design/methodology/approachInitially, a comprehensive list of relevant sustainability evaluation criteria was considered based on six SBSC-based dimensions, in line with triple-bottom-line sustainability dimensions, and derived from the literature review and experts' opinions. Then, the weights of perspectives and their respective criteria are computed and ranked utilizing the fuzzy analytic hierarchy process. Subsequently, the hospitals' sustainable performance values are ranked based on these criteria using the Fuzzy Technique for Order of Preference by Similarity to Ideal Solution.FindingsA numerical application was conducted in six public hospitals to exhibit the proposed model's applicability. The results of this study revealed that "Patient satisfaction," "Efficiency," "Effectiveness," "Access to care" and "Waste production," respectively, are the five most important criteria of sustainable performance.Practical implicationsThe new model will provide decision-makers with management tools that may help them identify the relevant factors for upgrading the level of sustainability in their hospitals and thus improve public health and community well-being.Originality/valueThis is the first study that proposes a new hybrid decision-making methodology for evaluating and comparing hospitals' sustainability performance under a fuzzy environment.
引用
收藏
页码:855 / 888
页数:34
相关论文
共 50 条
  • [41] Optimal selection of safety recommendations: A hybrid fuzzy multi-criteria decision-making approach to HAZOP
    Cheraghi, Morteza
    Baladeh, Aliakbar Eslami
    Khakzad, Nima
    JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2022, 74
  • [42] A fuzzy multi-criteria decision-making technique for evaluation of scheduling rules
    Chan, FTS
    Chan, HK
    Kazerooni, A
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 20 (02): : 103 - 113
  • [43] Green supplier development programmes selection: a hybrid fuzzy multi-criteria decision-making approach
    Pourjavad, Ehsan
    Shahin, Arash
    INTERNATIONAL JOURNAL OF SUSTAINABLE ENGINEERING, 2020, 13 (06) : 463 - 472
  • [44] An Application of a Hybrid Fuzzy Multi-Criteria Decision-Making Approach in Managing Equipment Hazards in Woodworking
    Selerio E.F., Jr.
    Arcadio R.D.
    Medio G.J.
    Nacua M.A.
    Pedregosa G.A.
    Selerio, Egberto F. (20102931@usc.edu.ph), 1600, International Information and Engineering Technology Association (10): : 517 - 527
  • [45] Fuzzy multi-criteria acceptability analysis: A new approach to multi-criteria decision analysis under fuzzy environment
    Yatsalo, Boris
    Korobov, Alexander
    Martinez, L.
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 84 : 262 - 271
  • [46] Sustainability-Based Evaluation of Casting Gating Systems: a Multi-Criteria Decision-Making Approach
    Papanikolaou, Michail
    Pagone, Emanuele
    Salonitis, Konstantinos
    Jolly, Mark
    SUSTAINABLE MANUFACTURING - HAND IN HAND TO SUSTAINABILITY ON GLOBE, 2020, 43 : 704 - 711
  • [47] An automatic ranking approach for multi-criteria group decision making under intuitionistic fuzzy environment
    Shen, Feng
    Xu, Jiuping
    Xu, Zeshui
    FUZZY OPTIMIZATION AND DECISION MAKING, 2015, 14 (03) : 311 - 334
  • [48] Multi-criteria decision making in Pythagorean fuzzy environment
    Fei, Liguo
    Deng, Yong
    APPLIED INTELLIGENCE, 2020, 50 (02) : 537 - 561
  • [49] An automatic ranking approach for multi-criteria group decision making under intuitionistic fuzzy environment
    Feng Shen
    Jiuping Xu
    Zeshui Xu
    Fuzzy Optimization and Decision Making, 2015, 14 : 311 - 334
  • [50] Multi-criteria decision making in Pythagorean fuzzy environment
    Liguo Fei
    Yong Deng
    Applied Intelligence, 2020, 50 : 537 - 561