Identifying barriers to big data analytics adoption in circular agri-food supply chains: a case study in Turkey
Author:
- 24 February 2023
- journal article
- research article
- Published by Springer Nature in Environmental Science and Pollution Research
- Vol. 30 (18) , 52304-52320
Abstract
Big data analytics (BDA), along with the resource efficiency and sustainability perspectives of a circular economy, supports the transition to circular agri-food supply chains (AFSCs), contributing to a country’s achievement of the United Nations’ Sustainable Development Goals. However, there is still limited research demonstrating the importance and awareness of BDA implementation in circular AFSCs in developing countries. As a result of the barriers to BDA adoption in these regions, circular AFSCs in developing countries are still in their infancies. This study sought to identify the barriers to BDA adoption in circular AFSCs in Turkey using a Delphi-based Pythagorean fuzzy analytic hierarchy process. The proposed method removes the potential for bias and produces consensus among managers of companies in various AFSCs in Turkey. The findings of this study show that the most impactful barriers to BDA are technical, economic and social, followed by environmental and organisational. The most crucial sub-barriers to BDA adoption are “lack of trust, privacy and security”, “lack of financial resources” and “lack of skilled human resources”. This research can guide industry managers and policymakers in the development of strategies for overcoming barriers to BDA adoption in circular AFSCs in developing nations.Keywords
This publication has 64 references indexed in Scilit:
- Sustainable supply chain management and the transition towards a circular economy: Evidence and some applicationsOmega, 2017
- Data-driven and adaptive leadership contributing to sustainability: global agri-food supply chains connected with emerging marketsInternational Journal of Production Economics, 2016
- A Hybrid Method for Pythagorean Fuzzy Multiple-Criteria Decision MakingInternational Journal of Information Technology & Decision Making, 2016
- A review on circular economy: the expected transition to a balanced interplay of environmental and economic systemsJournal of Cleaner Production, 2016
- How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case studyInternational Journal of Production Economics, 2015
- Improving natural resource management and human health to ensure sustainable societal development based upon insights gained from working within ‘Big Data Environments’Journal of Cleaner Production, 2015
- Extension of TOPSIS to Multiple Criteria Decision Making with Pythagorean Fuzzy SetsInternational Journal of Intelligent Systems, 2014
- The emerging role of Big Data in key development issues: Opportunities, challenges, and concernsBig Data & Society, 2014
- The Delphi technique: a method for testing complex and multifaceted topicsInternational Journal of Managing Projects in Business, 2009
- The Delphi method as a research tool: an example, design considerations and applicationsInformation & Management, 2004