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

dc.contributor.author Yigit Kazancoglu
dc.contributor.author Muhittin Sagnak
dc.contributor.author Cisem Lafci
dc.contributor.author Sunil Luthra
dc.contributor.author Anil Kumar
dc.contributor.author Caner Tacoglu
dc.contributor.author Luthra, Sunil
dc.contributor.author Kumar, Anil
dc.contributor.author Lafcı, Çisem
dc.contributor.author Taçoğlu, Caner
dc.contributor.author Kazançoğlu, Yiğit
dc.contributor.author Sağnak, Muhittin
dc.date JUL
dc.date.accessioned 2025-10-06T16:23:13Z
dc.date.issued 2021
dc.description.abstract 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.
dc.identifier.doi 10.3390/ijerph18147513
dc.identifier.issn 1660-4601
dc.identifier.issn 1661-7827
dc.identifier.scopus 2-s2.0-85109961117
dc.identifier.uri http://dx.doi.org/10.3390/ijerph18147513
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/7734
dc.identifier.uri https://doi.org/10.3390/ijerph18147513
dc.language.iso English
dc.publisher MDPI
dc.relation.ispartof International Journal of Environmental Research and Public Health
dc.rights info:eu-repo/semantics/openAccess
dc.source INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
dc.subject circular economy, sustainable development, healthcare sector, big data tools, barriers, fuzzy best-worst, fuzzy VIKOR, waste issues
dc.subject SUPPLY CHAIN MANAGEMENT, MACHINE LEARNING ALGORITHMS, SOCIAL SUSTAINABILITY, ENERGY EFFICIENCY, DATA ANALYTICS, IMPLEMENTATION, DESIGN, PERSPECTIVES, DECISION, INDUSTRY
dc.subject Fuzzy Best-Worst
dc.subject Sustainable Development
dc.subject Waste Issues
dc.subject Barriers
dc.subject Circular Economy
dc.subject Big Data Tools
dc.subject Fuzzy VIKOR
dc.subject Healthcare Sector
dc.title Big Data-Enabled Solutions Framework to Overcoming the Barriers to Circular Economy Initiatives in Healthcare Sector
dc.type Article
dspace.entity.type Publication
gdc.author.id Luthra, Sunil/0000-0001-7571-1331
gdc.author.id Kazancoglu, Yigit/0000-0001-9199-671X
gdc.author.id Tacoglu, Caner/0000-0001-7489-1318
gdc.author.id Kumar, Anil/0000-0002-1691-0098
gdc.author.id Sagnak, Muhittin/0000-0002-0799-0348
gdc.author.id Lafcı, Çisem/0000-0003-1409-0409
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gdc.author.wosid Kazancoglu, Yigit/E-7705-2015
gdc.author.wosid Luthra, Sunil/D-4135-2014
gdc.author.wosid Kumar, Anil/A-2657-2013
gdc.author.wosid Tacoglu, Caner/NKO-7961-2025
gdc.author.wosid Sagnak, Muhittin/AAZ-1223-2020
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gdc.description.department
gdc.description.departmenttemp [Kazancoglu, Yigit; Lafci, Cisem] Yasar Univ, Fac Business, Dept Int Logist Management, TR-35100 Izmir, Turkey; [Sagnak, Muhittin] Izmir Katip Celebi Univ, Dept Informat Management, TR-35620 Izmir, Turkey; [Luthra, Sunil] Ch Ranbir Singh State Inst Engn & Technol, Dept Mech Engn, Jhajjar 124103, India; [Kumar, Anil] London Metropolitan Univ, Guildhall Sch Business & Law, London N7 8DB, England; [Tacoglu, Caner] Izmir Univ Econ, Fac Engn, Dept Ind Engn, TR-35330 Izmir, Turkey
gdc.description.issue 14
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.startpage 7513
gdc.description.volume 18
gdc.description.woscitationindex Science Citation Index Expanded - Social Science Citation Index
gdc.identifier.openalex W3178352173
gdc.identifier.pmid 34299964
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gdc.oaire.keywords Big Data
gdc.oaire.keywords fuzzy VIKOR
gdc.oaire.keywords sustainable development
gdc.oaire.keywords dewey650
gdc.oaire.keywords healthcare sector
gdc.oaire.keywords barriers
gdc.oaire.keywords circular economy
gdc.oaire.keywords Health Care Sector
gdc.oaire.keywords waste issues
gdc.oaire.keywords Sustainable Development
gdc.oaire.keywords Article
gdc.oaire.keywords big data tools
gdc.oaire.keywords Humans
gdc.oaire.keywords fuzzy best-worst
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gdc.oaire.sciencefields 05 social sciences
gdc.oaire.sciencefields 03 medical and health sciences
gdc.oaire.sciencefields 0302 clinical medicine
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gdc.opencitations.count 42
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gdc.plumx.mendeley 252
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gdc.scopus.citedcount 47
gdc.virtual.author Sağnak, Muhittin
gdc.virtual.author Kazançoğlu, Yiğit
gdc.wos.citedcount 27
person.identifier.orcid Kumar- Anil/0000-0002-1691-0098, Sagnak- Muhittin/0000-0002-0799-0348, Kazancoglu- Yigit/0000-0001-9199-671X, Tacoglu- Caner/0000-0001-7489-1318, Luthra- Sunil/0000-0001-7571-1331
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