Towards sustainable dialysis modality selection: a multi-expert fuzzy analytical hierarchy process based approach for guided decision making

被引:0
|
作者
Chabouh, Safa [1 ]
Hammami, Sondes [1 ,2 ]
Fessi, Hafedh [3 ]
Achour, Abdellatif [4 ]
机构
[1] Univ Tunis El Manar, Ecole Natl Ingn Tunis, Lab Anal Concept & Commande Syst LACS, LR11ES20, BP 37, Tunis 1002, Tunisia
[2] Univ Carthage, Ecole Natl Ingn Carthage, 45,Rue Entrepreneurs,Charguia 2, Tunis 2035, Tunisia
[3] Hosp Tenon, Dept Nephrol, Paris, France
[4] Univ Sousse, Hosp Sahloul, Fac Med Sousse, Dept Nephrol Dialysis & Transplantat, Sousse 4000, Tunisia
关键词
Multicriteria decision making approach; Fuzzy hierarchical analysis process; Dialysis modality choice; Sustainability; Sensitivity analysis; Guidance; HOME HEMODIALYSIS; FREQUENT HEMODIALYSIS; KIDNEY-DISEASE; CARE; CLASSIFICATION; MODEL;
D O I
10.1007/s10479-024-06026-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Despite its proven cost-effectiveness and its capacity to cover the increasing demand for dialysis, especially hemodialysis, home hemodialysis (HHD) is not yet implemented in Tunisia. The aim of this paper is to conduct a socio-economic study of its introduction in Tunisia and provide guidance for nephrologists to select a dialysis modality while considering sustainability dimensions. First, a multi-expert fuzzy analytic hierarchy process (FAHP) based approach was conducted to assess HHD position among the existing dialysis modalities in Tunisia. Several criteria were considered: environmental; social; economic; organizational and medical. Furthermore, pairwise comparisons were provided by judgments of experts from two different contexts: one where HHD was already implemented (France) and another where HHD was not yet implemented (Tunisia). Based on the collected judgments, FAHP generated the ranking of dialysis modalities. Moreover, the impact of criteria weights variation on the ranking was studied. Then a decision model was proposed to guide nephrologists' prescription of dialysis modality based on the generated ranking as well as constraints related to the patient's environment and preferences. Our results highlighted that although in-center hemodialysis is the commonest modality in Tunisia, it is the least sustainable. However, HHD modalities proved to be more sustainable and are well ranked regarding all the considered criteria. Hence, it is worthy to introduce HHD in Tunisia from both medico-organizational and sustainability perspectives. By leveraging the FAHP results, this study demonstrated the practical application of the decision model, specifically designed for use by nephrologists, to foster sustainability in dialysis decision-making processes.
引用
收藏
页数:29
相关论文
共 50 条
  • [31] Analyzing the Status of Sustainable Development in the Manufacturing Sector Using Multi-Expert Multi-Criteria Fuzzy Decision-Making and Integrated Triple Bottom Lines
    Hendiani, Sepehr
    Liao, Huchang
    Bagherpour, Morteza
    Tvaronaviciene, Manuela
    Banaitis, Audrius
    Antucheviciene, Jurgita
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (11)
  • [32] Pythagorean Fuzzy Analytic Hierarchy Process to Multi-Criteria Decision Making
    Mohd, Wan Rosanisah Wan
    Abdullah, Lazim
    13TH IMT-GT INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS AND THEIR APPLICATIONS (ICMSA2017), 2017, 1905
  • [33] A probabilistic linguistic-based deviation method for multi-expert qualitative decision making with aspirations
    Zhang, Xiaolu
    Liao, Huchang
    Xu, Bin
    Xiong, Meifang
    APPLIED SOFT COMPUTING, 2020, 93
  • [34] Decision-making model for sustainable management of Australian community buildings: combined approach using analytical hierarchy process and neuro-fuzzy system
    Kalutara, Pushpitha
    Zhang, Guomin
    Setunge, Sujeeva
    Wakefield, Ron
    INTERNATIONAL JOURNAL OF CONSTRUCTION MANAGEMENT, 2023, 23 (08) : 1299 - 1310
  • [35] Assessment of distribution center locations using a multi-expert subjective–objective decision-making approach
    Mehdi Keshavarz-Ghorabaee
    Scientific Reports, 11
  • [36] Sustainable assessment criteria for airport runway material selection: a fuzzy analytical hierarchy approach
    AlKheder, Sharaf
    AlKandari, Dalal
    AlYatama, Sarah
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2022, 29 (08) : 3091 - 3113
  • [37] Novel AQM analysis approach based on similarity and dissimilarity measures of interval set for multi-expert multi-criterion decision making
    Liang, Decui
    Fu, Yuanyuan
    Xu, Zeshui
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2022, 142 : 266 - 289
  • [38] Fuzzy Analytic Hierarchy Process-Based Multi-Criteria Decision Making for Universities Ranking
    Aliyev, Rashad
    Temizkan, Hasan
    Aliyev, Rafig
    SYMMETRY-BASEL, 2020, 12 (08): : 1 - 15
  • [39] A preliminary hazard analysis improving the analytical hierarchy process consistency in decision making process for site selection
    Martins, Vivian B.
    Sousa, Anna L.
    Saldanha, P. L. C.
    SAFETY, RELIABILITY AND RISK ANALYSIS: BEYOND THE HORIZON, 2014, : 3355 - 3361
  • [40] Tropical Optimization Techniques in Multi-Criteria Decision Making with Analytical Hierarchy Process
    Krivulin, Nikolai
    Sergeev, Sergei
    UKSIM-AMSS 11TH EUROPEAN MODELLING SYMPOSIUM ON COMPUTER MODELLING AND SIMULATION (EMS 2017), 2017, : 38 - 43