Risks of data-driven technologies in sustainable supply chain management

dc.contributor.author Yesim Deniz Ozkan-Ozen
dc.contributor.author Deniz Sezer
dc.contributor.author Melisa Ozbiltekin-Pala
dc.contributor.author Yigit Kazancoglu
dc.contributor.author Sezer, Deniz
dc.contributor.author Ozbiltekin-Pala, Melisa
dc.contributor.author Ozkan-Ozen, Yesim Deniz
dc.contributor.author Kazancoglu, Yigit
dc.date MAY 17
dc.date.accessioned 2025-10-06T16:19:30Z
dc.date.issued 2023
dc.description.abstract Purpose With the rapid change that has taken place with digitalization and data-driven approaches in supply chains business environment become more competitive and reaching sustainability in supply chains become even more challenging. In order to manage supply chains properly in terms of considering environmental social and economic impacts organizations need to deal with huge amount of data and improve organizations' data management skills. From this view increased number of stakeholders and dynamic environment reveal the importance of data-driven technologies in sustainable supply chains. This complex structure results in new kind of risks caused by data-driven technologies. Therefore the aim of the study to analyze potential risks related to data privacy trust data availability information sharing and traceability i.e. in sustainable supply chains. Design/methodology/approach A hybrid multi-criteria decision-making (MCDM) model which is the integration of step-wise weight assessment ratio analysis (SWARA) and TOmada de Decisao Interativa Multicriterio (TODIM) methods is going to be used to prioritize potential risks and reveal the most critical sustainability dimension that is affected from these risks. Findings Results showed that economic dimension of the sustainable supply chain management (SSCM) is the most critical concept while evaluating risks caused by data-driven technologies. On the other hand risk of data security risk of data privacy and weakness of information technology systems and infrastructure are revealed as the most important risks that organizations should consider. Originality/value The contribution of the study is expected to guide policymakers and practitioners in terms of defining potential risks causes by data-driven technologies in sustainable supply chains. In future studies solutions can be suggested based on these risks for achieving sustainability in all stages of the supply chain causes by data-driven technologies.
dc.identifier.doi 10.1108/MEQ-03-2022-0051
dc.identifier.issn 1477-7835
dc.identifier.issn 1758-6119
dc.identifier.scopus 2-s2.0-85136010778
dc.identifier.uri http://dx.doi.org/10.1108/MEQ-03-2022-0051
dc.identifier.uri https://gcris.yasar.edu.tr/handle/123456789/5830
dc.identifier.uri https://doi.org/10.1108/MEQ-03-2022-0051
dc.language.iso English
dc.publisher EMERALD GROUP PUBLISHING LTD
dc.relation.ispartof Management of Environmental Quality: An International Journal
dc.rights info:eu-repo/semantics/closedAccess
dc.source MANAGEMENT OF ENVIRONMENTAL QUALITY
dc.subject Data-driven technology, Risk, Sustainable supply chain, MCDM
dc.subject BIG DATA ANALYTICS, PERFORMANCE, BARRIERS
dc.subject Risk
dc.subject MCDM
dc.subject Data-Driven Technology
dc.subject Sustainable Supply Chain
dc.title Risks of data-driven technologies in sustainable supply chain management
dc.type Article
dspace.entity.type Publication
gdc.author.id Kazancoglu, Yigit/0000-0001-9199-671X
gdc.author.id Sezer, Muruvvet Deniz/0000-0002-4630-2464
gdc.author.id Ozbiltekin-Pala, Melisa/0000-0002-1356-3203
gdc.author.id Özkan Özen, Yeşim Deniz/0000-0003-4520-6590
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gdc.author.wosid Sezer, Muruvvet Deniz/AAW-1242-2020
gdc.author.wosid Ozbiltekin-Pala, Melisa/AAA-2580-2019
gdc.author.wosid Özkan Özen, Yeşim Deniz/NVM-0775-2025
gdc.author.wosid Kazancoglu, Yigit/E-7705-2015
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gdc.description.departmenttemp [Ozkan-Ozen, Yesim Deniz; Ozbiltekin-Pala, Melisa; Kazancoglu, Yigit] Yasar Univ, Dept Logist Management, Izmir, Turkey; [Sezer, Deniz] Yasar Univ, Dept Business Adm, Izmir, Turkey
gdc.description.endpage 942
gdc.description.issue 4
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
gdc.description.startpage 926
gdc.description.volume 34
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gdc.virtual.author Kazançoğlu, Yiğit
gdc.virtual.author Özkan Özen, Yeşim Deniz
gdc.virtual.author Sezer, Mürüvvet Deniz
gdc.virtual.author Özbiltekin, Melisa
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person.identifier.orcid Ozbiltekin-Pala- Melisa/0000-0002-1356-3203, Ozkan Ozen- Yesim Deniz/0000-0003-4520-6590, Sezer- Muruvvet Deniz/0000-0002-4630-2464, Kazancoglu- Yigit/0000-0001-9199-671X,
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