Big Data-Enabled Solutions Framework to Overcoming the Barriers to Circular Economy Initiatives in Healthcare Sector

被引:24
作者
Kazancoglu, Yigit [1 ]
Sagnak, Muhittin [2 ]
Lafci, Cisem [1 ]
Luthra, Sunil [3 ]
Kumar, Anil [4 ]
Tacoglu, Caner [5 ]
机构
[1] Yasar Univ, Fac Business, Dept Int Logist Management, TR-35100 Izmir, Turkey
[2] Izmir Katip Celebi Univ, Dept Informat Management, TR-35620 Izmir, Turkey
[3] Ch Ranbir Singh State Inst Engn & Technol, Dept Mech Engn, Jhajjar 124103, India
[4] London Metropolitan Univ, Guildhall Sch Business & Law, London N7 8DB, England
[5] Izmir Univ Econ, Fac Engn, Dept Ind Engn, TR-35330 Izmir, Turkey
关键词
circular economy; sustainable development; healthcare sector; big data tools; barriers; fuzzy best-worst; fuzzy VIKOR; waste issues; SUPPLY CHAIN MANAGEMENT; MACHINE LEARNING ALGORITHMS; SOCIAL SUSTAINABILITY; ENERGY EFFICIENCY; DATA ANALYTICS; IMPLEMENTATION; DESIGN; PERSPECTIVES; DECISION; INDUSTRY;
D O I
10.3390/ijerph18147513
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Ever-changing conditions and emerging new challenges affect the ability of the healthcare sector to survive with the current system, and to maintain its processes effectively. In the healthcare sector, the conservation of the natural resources is being obstructed by insufficient infrastructure for managing residual waste resulting from single-use medical materials, increased energy use, and its environmental burden. In this context, circularity and sustainability concepts have become essential in healthcare to meliorate the sector's negative impacts on the environment. The main aim of this study is to identify the barriers related to circular economy (CE) in the healthcare sector, apply big data analytics in healthcare, and provide solutions to these barriers. The contribution of this research is the detailed examination of the current healthcare literature about CE adaptation, and a proposal for a big data-enabled solutions framework to barriers to circularity, using fuzzy best-worst Method (BWM) and fuzzy VIKOR. Based on the findings, managerial, policy, and theoretical implementations are recommended to support sustainable development initiatives in the healthcare sector.
引用
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页数:21
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