IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v245y2022ics0925527321003777.html
   My bibliography  Save this article

Assessing data-driven sustainable supply chain management indicators for the textile industry under industrial disruption and ambidexterity

Author

Listed:
  • Tseng, Ming-Lang
  • Bui, Tat-Dat
  • Lim, Ming K.
  • Fujii, Minoru
  • Mishra, Umakanta

Abstract

This study contributes to developing the existing knowledge regarding data-driven sustainable supply chain management (SSCM) indicators under industrial disruption and ambidexterity. SSCM is a type of information flow management that facilitates cooperation and collaboration among supply chain players and stakeholders while considering economic, social, and environmental perspectives. Previous studies have failed to (1) generate these indicators from databases and confirm the validity of the effective indicators; (2) build a hierarchical structure with interrelationships under industrial disruption and ambidexterity; and (3) identify the indicators necessary for effective textile performance. The proposed hybrid method generates indicators from a database and based on the existing literature. This study proposes using the fuzzy Delphi method to validate these indicators in the textile industry and applies the best and worst methods to examine the most effective and ineffective indicators. Valid aspects and criteria are used to construct a hierarchical structure under conditions of industrial disruption and ambidexterity. The results show that the most important aspects are financial vulnerability, supply chain uncertainty, risk assessment, and resilience; these aspects are drivers that are guaranteed to ensure the effectiveness of SSCM under industrial disruption and ambidexterity. Financial crisis response, business continuity, supply chain integration, bullwhip effect, facility location, and supplier selection are highlighted as vital practical strategies.

Suggested Citation

  • Tseng, Ming-Lang & Bui, Tat-Dat & Lim, Ming K. & Fujii, Minoru & Mishra, Umakanta, 2022. "Assessing data-driven sustainable supply chain management indicators for the textile industry under industrial disruption and ambidexterity," International Journal of Production Economics, Elsevier, vol. 245(C).
    • Handle: RePEc:eee:proeco:v:245:y:2022:i:c:s0925527321003777
    DOI: 10.1016/j.ijpe.2021.108401
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527321003777
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2021.108401?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Venugopal, Aparna & Krishnan, T.N. & Upadhyayula, Rajesh Srinivas & Kumar, Manish, 2020. "Finding the microfoundations of organizational ambidexterity - Demystifying the role of top management behavioural integration," Journal of Business Research, Elsevier, vol. 106(C), pages 1-11.
    2. Metin Türkay & Öztürk Saraçoğlu & Mehmet Can Arslan, 2016. "Sustainability in Supply Chain Management: Aggregate Planning from Sustainability Perspective," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-18, January.
    3. Igor Laine & Tamara Galkina, 2017. "The interplay of effectuation and causation in decision making: Russian SMEs under institutional uncertainty," International Entrepreneurship and Management Journal, Springer, vol. 13(3), pages 905-941, September.
    4. Partanen, Jukka & Kohtamäki, Marko & Patel, Pankaj C. & Parida, Vinit, 2020. "Supply chain ambidexterity and manufacturing SME performance: The moderating roles of network capability and strategic information flow," International Journal of Production Economics, Elsevier, vol. 221(C).
    5. Haiyun, Cui & Zhixiong, Huang & Yüksel, Serhat & Dinçer, Hasan, 2021. "Analysis of the innovation strategies for green supply chain management in the energy industry using the QFD-based hybrid interval valued intuitionistic fuzzy decision approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    6. Bresciani, Stefano & Ferraris, Alberto & Del Giudice, Manlio, 2018. "The management of organizational ambidexterity through alliances in a new context of analysis: Internet of Things (IoT) smart city projects," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 331-338.
    7. Gomes, Paulo J. & Silva, Graça Miranda & Sarkis, Joseph, 2020. "Exploring the relationship between quality ambidexterity and sustainable production," International Journal of Production Economics, Elsevier, vol. 224(C).
    8. Tat Dat Bui & Mohd Helmi Ali & Feng Ming Tsai & Mohammad Iranmanesh & Ming-Lang Tseng & Ming K Lim, 2020. "Challenges and Trends in Sustainable Corporate Finance: A Bibliometric Systematic Review," JRFM, MDPI, vol. 13(11), pages 1-26, October.
    9. Wang, Xin & Ouyang, Yanfeng, 2013. "A continuum approximation approach to competitive facility location design under facility disruption risks," Transportation Research Part B: Methodological, Elsevier, vol. 50(C), pages 90-103.
    10. Lukoschek, Carmen Sabrina & Gerlach, Gisela & Stock, Ruth & Xin, Katherine, 2018. "Leading to Sustainable Organizational Unit Performance: Antecedents and Outcomes of Executives' Dual Innovation Leadership," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 110833, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Galo, Nadya Regina & Calache, Lucas Daniel Del Rosso & Carpinetti, Luiz Cesar Ribeiro, 2018. "A group decision approach for supplier categorization based on hesitant fuzzy and ELECTRE TRI," International Journal of Production Economics, Elsevier, vol. 202(C), pages 182-196.
    12. Munir, Manal & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Supply chain risk management and operational performance: The enabling role of supply chain integration," International Journal of Production Economics, Elsevier, vol. 227(C).
    13. Jafar Rezaei, 2020. "A Concentration Ratio for Nonlinear Best Worst Method," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 891-907, May.
    14. Shamim, Saqib & Zeng, Jing & Shafi Choksy, Umair & Shariq, Syed Muhammad, 2020. "Connecting big data management capabilities with employee ambidexterity in Chinese multinational enterprises through the mediation of big data value creation at the employee level," International Business Review, Elsevier, vol. 29(6).
    15. Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2018. "Impact of supply chain risk on agility performance: Mediating role of supply chain integration," International Journal of Production Economics, Elsevier, vol. 205(C), pages 118-138.
    16. Igor Linkov & Benjamin D. Trump & Jeffrey Keisler, 2018. "Risk and resilience must be independently managed," Nature, Nature, vol. 555(7694), pages 30-30, March.
    17. Tseng, Ming-Lang & Lim, Ming K. & Wu, Kuo-Jui, 2019. "Improving the benefits and costs on sustainable supply chain finance under uncertainty," International Journal of Production Economics, Elsevier, vol. 218(C), pages 308-321.
    18. Kaur, Harpreet & Prakash Singh, Surya, 2021. "Multi-stage hybrid model for supplier selection and order allocation considering disruption risks and disruptive technologies," International Journal of Production Economics, Elsevier, vol. 231(C).
    19. Simeoni, Francesca & Brunetti, Federico & Mion, Giorgio & Baratta, Rossella, 2020. "Ambidextrous organizations for sustainable development: The case of fair-trade systems," Journal of Business Research, Elsevier, vol. 112(C), pages 549-560.
    20. Tseng, Ming-Lang & Bui, Tat-Dat & Lan, Shulin & Lim, Ming K. & Mashud, Abu Hashan Md, 2021. "Smart product service system hierarchical model in banking industry under uncertainties," International Journal of Production Economics, Elsevier, vol. 240(C).
    21. Lukoschek, Carmen Sabrina & Gerlach, Gisela & Stock, Ruth Maria & Xin, Katherine, 2018. "Leading to sustainable organizational unit performance: Antecedents and outcomes of executives' dual innovation leadership," Journal of Business Research, Elsevier, vol. 91(C), pages 266-276.
    22. Zhao, Tianyi & Xu, Xiaoping & Chen, Ya & Liang, Liang & Yu, Yugang & Wang, Ke, 2020. "Coordination of a fashion supply chain with demand disruptions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
    23. Hien Thi Thanh Ho & Tsunemi Watanabe, 2020. "The dynamics of textile firm responses to the restriction of endocrine disrupting surfactants: a Vietnam case study," Journal of Risk Research, Taylor & Francis Journals, vol. 23(4), pages 504-521, April.
    24. Shah, Syed Aamir Ali & Jajja, Muhammad Shakeel Sadiq & Chatha, Kamran Ali & Farooq, Sami, 2020. "Servitization and supply chain integration: An empirical analysis," International Journal of Production Economics, Elsevier, vol. 229(C).
    25. Lan, Yanfei & Cai, Xiaoqiang & Shang, Changjing & Zhang, Lianmin & Zhao, Ruiqing, 2020. "Heterogeneous suppliers’ contract design in assembly systems with asymmetric information," European Journal of Operational Research, Elsevier, vol. 286(1), pages 149-163.
    26. Narayanamoorthy, Samayan & Ramya, L. & Kalaiselvan, Samayan & Kureethara, Joseph Varghese & Kang, Daekook, 2021. "Use of DEMATEL and COPRAS method to select best alternative fuel for control of impact of greenhouse gas emissions," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    27. Sahi, Gurjeet Kaur & Gupta, Mahesh C. & Cheng, T.C.E., 2020. "The effects of strategic orientation on operational ambidexterity: A study of indian SMEs in the industry 4.0 era," International Journal of Production Economics, Elsevier, vol. 220(C).
    28. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    29. Lee, Seung Jung & Posenau, Kelly E. & Stebunovs, Viktors, 2020. "The anatomy of financial vulnerabilities and banking crises," Journal of Banking & Finance, Elsevier, vol. 112(C).
    30. Han, Jeong Hugh & Wang, Yingli & Naim, Mohamed, 2017. "Reconceptualization of information technology flexibility for supply chain management: An empirical study," International Journal of Production Economics, Elsevier, vol. 187(C), pages 196-215.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Emilia Vann Yaroson & Soumyadeb Chowdhury & Sachin Kumar Mangla & Prasanta Kumar Dey, 2024. "Unearthing the interplay between organisational resources, knowledge and industry 4.0 analytical decision support tools to achieve sustainability and supply chain wellbeing," Annals of Operations Research, Springer, vol. 342(2), pages 1321-1368, November.
    2. Bui, Tat-Dat & Tseng, Jiun-Wei & Tsai, Feng Ming & Ali, Mohd Helmi & Lim, Ming K. & Tseng, Ming-Lang, 2023. "Energy security challenges and opportunities in the carbon neutrality context: A hierarchical model through systematic data-driven analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    3. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    4. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril & Papadopoulos, Thanos, 2023. "Dynamic digital capabilities and supply chain resilience: The role of government effectiveness," International Journal of Production Economics, Elsevier, vol. 258(C).
    5. Imad El Harraki & Mohammad Zoynul Abedin & Amine Belhadi & Sachin Kamble & Karim Zkik & Mustapha Oudani, 2024. "Data‐driven control and a prey–predator model for sourcing decisions in the low‐carbon intertwined supply chain," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 9141-9160, December.
    6. Faria Ahmad, 2023. "Impact of Sustainable Supply Chain Management on Environmental Performance: Moderating Role of Top Management Commitment and Mediating Role of Supply Chain Ambidexterity," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(3), pages 922-934.
    7. Wu, Kuo-Jui & Tseng, Ming-Lang & Yang, Wen-Hua & Ali, Mohd Helmi & Chen, Xiaobo, 2023. "Re-shaping sustainable value chain model under post pandemic disruptions: A fast fashion supply chain analysis," International Journal of Production Economics, Elsevier, vol. 255(C).
    8. Liu, Baolong & Wang, Weilong, 2023. "Live commerce retailing with online influencers: Two business models," International Journal of Production Economics, Elsevier, vol. 255(C).
    9. Duong An & Duy Tran Le Anh & Huong Le Thi Cam & Rajkishore Nayak & Majo George & Loan Bui Thi Cam & Nhu-Y Ngoc Hoang & Duy Tan Nguyen & Huy Truong Quang, 2024. "Navigating global supply networks: a strategic framework for resilience in the apparel industry," Operations Management Research, Springer, vol. 17(2), pages 523-543, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Siyu & Huo, Baofeng & Han, Zhaojun, 2022. "A literature review towards theories and conceptual models of empirical studies on supply chain integration and performance," International Journal of Production Economics, Elsevier, vol. 250(C).
    2. Roh, Taewoo & Xiao, Shufeng (Simon) & Park, Byung Il, 2024. "MNEs' capabilities and their sustainable business in emerging markets: Evidence from MNE subsidiaries in China," Journal of International Management, Elsevier, vol. 30(1).
    3. Muhammad Adeel Munir & Amjad Hussain & Muhammad Farooq & Muhammad Salman Habib & Muhammad Faisal Shahzad, 2023. "Data-Driven Transformation: The Role of Ambidexterity and Analytics Capability in Building Dynamic and Sustainable Supply Chains," Sustainability, MDPI, vol. 15(14), pages 1-37, July.
    4. Rintala, Oskari & Laari, Sini & Solakivi, Tomi & Töyli, Juuso & Nikulainen, Reetta & Ojala, Lauri, 2022. "Revisiting the relationship between environmental and financial performance: The moderating role of ambidexterity in logistics," International Journal of Production Economics, Elsevier, vol. 248(C).
    5. Lee, Neil Chueh-An, 2021. "Reconciling integration and reconfiguration management approaches in the supply chain," International Journal of Production Economics, Elsevier, vol. 242(C).
    6. Zhang, Lu & Cui, Li & Chen, Lujie & Dai, Jing & Jin, Ziyi & Wu, Hao, 2023. "A hybrid approach to explore the critical criteria of online supply chain finance to improve supply chain performance," International Journal of Production Economics, Elsevier, vol. 255(C).
    7. Bichel Andreea Nicoleta & Șerban Corina Georgiana & Bujor Dragoș, 2023. "An Innovative Future through Robotic Process Automation, a Case Study," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 17(1), pages 1909-1918, July.
    8. Shin, Nina & Park, Sangwook, 2021. "Supply chain leadership driven strategic resilience capabilities management: A leader-member exchange perspective," Journal of Business Research, Elsevier, vol. 122(C), pages 1-13.
    9. Vieira, Fabiana C. & Ferreira, Fernando A.F. & Govindan, Kannan & Ferreira, Neuza C.M.Q.F. & Banaitis, Audrius, 2022. "Measuring urban digitalization using cognitive mapping and the best worst method (BWM)," Technology in Society, Elsevier, vol. 71(C).
    10. Saumyaranjan Sahoo & Ashwani Kumar & Sachin Kumar Mangla & Anurag Tiwari, 2024. "Industry 4.0 adoption and eco‐product innovation capability—Understanding the role of supply chain integration," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8798-8814, December.
    11. Salas-Vallina, Andrés & Simone, Cristina & Fernández-Guerrero, Rafael, 2020. "The human side of leadership: Inspirational leadership effects on follower characteristics and happiness at work (HAW)," Journal of Business Research, Elsevier, vol. 107(C), pages 162-171.
    12. Mohammed Belal Uddin & Bilkis Akhter, 2022. "Investigating the relationship between top management commitment, supply chain collaboration, and sustainable firm performance in the agro-processing supply chain," Operations Management Research, Springer, vol. 15(3), pages 1399-1417, December.
    13. Wang, Qianwen & Liu, Xu & Hu, Miao & Huo, Baofeng, 2024. "A reductionistic or holistic approach? The impacts of fit patterns of supplier and customer integration on company and supply chain performance," International Journal of Production Economics, Elsevier, vol. 273(C).
    14. Wu, Qun & Liu, Xinwang & Zhou, Ligang & Qin, Jindong & Rezaei, Jafar, 2024. "An analytical framework for the best–worst method," Omega, Elsevier, vol. 123(C).
    15. Murad, C.A. & Bellinello, M.M. & Silva, A.J. & Netto, A. Caminada & de Souza, G.F.M. & Nabeta, S.I., 2022. "A novel methodology employed for ranking and consolidating performance indicators in holding companies with multiple power plants based on multi-criteria decision-making method," Operations Research Perspectives, Elsevier, vol. 9(C).
    16. Shashank Bansal & Mohul Mukhopadhyay & Shipra Maurya, 2023. "Strategic drivers for sustainable implementation of carbon trading in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(5), pages 4411-4435, May.
    17. Kheybari, Siamak & Javdanmehr, Mahsa & Rezaie, Fariba Mahdi & Rezaei, Jafar, 2021. "Corn cultivation location selection for bioethanol production: An application of BWM and extended PROMETHEE II," Energy, Elsevier, vol. 228(C).
    18. Chowdhury, Soumyadeb & Dey, Prasanta Kumar & Rodríguez-Espíndola, Oscar & Parkes, Geoff & Tuyet, Nguyen Thi Anh & Long, Dang Duc & Ha, Tran Phuong, 2022. "Impact of Organisational Factors on the Circular Economy Practices and Sustainable Performance of Small and Medium-sized Enterprises in Vietnam," Journal of Business Research, Elsevier, vol. 147(C), pages 362-378.
    19. Fahim, Patrick B.M. & Rezaei, Jafar & Montreuil, Benoit & Tavasszy, Lorant, 2022. "Port performance evaluation and selection in the Physical Internet," Transport Policy, Elsevier, vol. 124(C), pages 83-94.
    20. Siamak Kheybari & Mohammad Reza Mehrpour & Paul Bauer & Alessio Ishizaka, 2024. "How Can Risk-Averse and Risk-Taking Approaches be Considered in a Group Multi-Criteria Decision-Making Problem?," Group Decision and Negotiation, Springer, vol. 33(4), pages 883-909, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:proeco:v:245:y:2022:i:c:s0925527321003777. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.