IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i13p5717-d1428788.html
   My bibliography  Save this article

Synergistic Impact of Internet of Things and Big-Data-Driven Supply Chain on Sustainable Firm Performance

Author

Listed:
  • Qingyu Zhang

    (Research Institute of Business Analytics and Supply Chain Management, College of management, Shenzhen University, Shenzhen 518060, China)

  • Aman Ullah

    (Research Institute of Business Analytics and Supply Chain Management, College of management, Shenzhen University, Shenzhen 518060, China)

  • Sana Ashraf

    (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China)

  • Muhammad Abdullah

    (School of Business, National Textile University, Faisalabad 37610, Pakistan)

Abstract

The crucial shift towards sustainable and circular practices is evident in the dynamic and environmentally focused landscape of the fast fashion industry. This study explores how internet of things (IOT) and big-data-driven supply chain (BDSC) technologies mitigate the environmental footprint of fast fashion manufacturing. A survey was conducted on individuals ( n = 342) employed in the fast fashion manufacturing sector in Guangzhou, China. Deriving from the resource-based view (RBV) theory, IOT shows a significantly positive influence on firm performance through the mediation of green supply chain management (GSCM) and circular economy (CE) practices. Moreover, moderation of BDSC further strengthens the influence of IOT, GSCM and CE practices. Our empirical analysis investigates the synergistic impact of IOT and BDSC technologies to enhance the overall performance of CE supply chains. The research provides novel insights to improve the environmental sustainability of fast fashion sector.

Suggested Citation

  • Qingyu Zhang & Aman Ullah & Sana Ashraf & Muhammad Abdullah, 2024. "Synergistic Impact of Internet of Things and Big-Data-Driven Supply Chain on Sustainable Firm Performance," Sustainability, MDPI, vol. 16(13), pages 1-20, July.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:13:p:5717-:d:1428788
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/13/5717/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/13/5717/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sudusinghe, Jayani Ishara & Seuring, Stefan, 2022. "Supply chain collaboration and sustainability performance in circular economy: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 245(C).
    2. Kusi-Sarpong, Simonov & Orji, Ifeyinwa Juliet & Gupta, Himanshu & Kunc, Martin, 2021. "Risks associated with the implementation of big data analytics in sustainable supply chains," Omega, Elsevier, vol. 105(C).
    3. Benzidia, Smail & Makaoui, Naouel & Bentahar, Omar, 2021. "The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    4. Zhuming Bi & Yan Jin & Paul Maropoulos & Wen-Jun Zhang & Lihui Wang, 2023. "Internet of things (IoT) and big data analytics (BDA) for digital manufacturing (DM)," International Journal of Production Research, Taylor & Francis Journals, vol. 61(12), pages 4004-4021, June.
    5. Ángela Triguero & María C. Cuerva & Francisco J. Sáez‐Martínez, 2022. "Closing the loop through eco‐innovation by European firms: Circular economy for sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2337-2350, July.
    6. Manu Sharma & Anil Kumar & Sunil Luthra & Sudhanshu Joshi & Arvind Upadhyay, 2022. "The impact of environmental dynamism on low‐carbon practices and digital supply chain networks to enhance sustainable performance: An empirical analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1776-1788, May.
    7. Paiola, Marco & Schiavone, Francesco & Grandinetti, Roberto & Chen, Junsong, 2021. "Digital servitization and sustainability through networking: Some evidences from IoT-based business models," Journal of Business Research, Elsevier, vol. 132(C), pages 507-516.
    8. Yong Geng & Pan Zhang & Raymond P. Côté & Tsuyoshi Fujita, 2009. "Assessment of the National Eco‐Industrial Park Standard for Promoting Industrial Symbiosis in China," Journal of Industrial Ecology, Yale University, vol. 13(1), pages 15-26, February.
    9. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    10. Nader Asgary & Gang Li, 2016. "Corporate Social Responsibility: Its Economic Impact and Link to the Bullwhip Effect," Journal of Business Ethics, Springer, vol. 135(4), pages 665-681, June.
    11. Xing, Yijun & Liu, Yipeng, 2023. "Integrating product-service innovation into green supply chain management from a life cycle perspective: A systematic review and future research directions," Technovation, Elsevier, vol. 126(C).
    12. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
    13. Kirti Nayal & Shashank Kumar & Rakesh D. Raut & Maciel M. Queiroz & Pragati Priyadarshinee & Balkrishna E. Narkhede, 2022. "Supply chain firm performance in circular economy and digital era to achieve sustainable development goals," Business Strategy and the Environment, Wiley Blackwell, vol. 31(3), pages 1058-1073, March.
    14. John A. Mathews & Hao Tan, 2011. "Progress Toward a Circular Economy in China," Journal of Industrial Ecology, Yale University, vol. 15(3), pages 435-457, June.
    15. Chien, FengSheng & Chau, Ka Yin & Sadiq, Muhammad, 2023. "Impact of climate mitigation technology and natural resource management on climate change in China," Resources Policy, Elsevier, vol. 81(C).
    16. Bag, Surajit & Pretorius, Jan Ham Christiaan & Gupta, Shivam & Dwivedi, Yogesh K., 2021. "Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. Will McDowall & Yong Geng & Beijia Huang & Eva Barteková & Raimund Bleischwitz & Serdar Türkeli & René Kemp & Teresa Doménech, 2017. "Circular Economy Policies in China and Europe," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 651-661, June.
    Full references (including those not matched with items on IDEAS)

    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. Oesterreich, Thuy Duong & Anton, Eduard & Teuteberg, Frank & Dwivedi, Yogesh K, 2022. "The role of the social and technical factors in creating business value from big data analytics: A meta-analysis," Journal of Business Research, Elsevier, vol. 153(C), pages 128-149.
    2. Qinglan Liu & Adriana Hofmann Trevisan & Miying Yang & Janaina Mascarenhas, 2022. "A framework of digital technologies for the circular economy: Digital functions and mechanisms," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2171-2192, July.
    3. Yogesh K. Dwivedi & A. Sharma & Nripendra P. Rana & M. Giannakis & P. Goel & Vincent Dutot, 2023. "Evolution of Artificial Intelligence Research in Technological Forecasting and Social Change: Research Topics, Trends, and Future Directions," Post-Print hal-04292607, HAL.
    4. Bag, Surajit & Rahman, Muhammad Sabbir & Srivastava, Gautam & Shore, Adam & Ram, Pratibha, 2023. "Examining the role of virtue ethics and big data in enhancing viable, sustainable, and digital supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    5. German Arana‐Landin & Waleska Sigüenza & Beñat Landeta‐Manzano & Iker Laskurain‐Iturbe, 2024. "Circular economy: On the road to ISO 59000 family of standards," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1977-2009, May.
    6. Fosso Wamba, Samuel & Queiroz, Maciel M. & Trinchera, Laura, 2024. "The role of artificial intelligence-enabled dynamic capability on environmental performance: The mediation effect of a data-driven culture in France and the USA," International Journal of Production Economics, Elsevier, vol. 268(C).
    7. Fabio De Felice & Antonella Petrillo, 2021. "Green Transition: The Frontier of the Digicircular Economy Evidenced from a Systematic Literature Review," Sustainability, MDPI, vol. 13(19), pages 1-26, October.
    8. Chembessi Chedrak & Gohoungodji Paulin & Juste Rajaonson, 2023. "“A fine wine, better with age”: Circular economy historical roots and influential publications: A bibliometric analysis using Reference Publication Year Spectroscopy (RPYS)," Journal of Industrial Ecology, Yale University, vol. 27(6), pages 1593-1612, December.
    9. Nallapaneni Manoj Kumar & Shauhrat S. Chopra, 2022. "Leveraging Blockchain and Smart Contract Technologies to Overcome Circular Economy Implementation Challenges," Sustainability, MDPI, vol. 14(15), pages 1-18, August.
    10. Yasanur Kayikci & Yigit Kazancoglu & Nazlican Gozacan‐Chase & Cisem Lafci, 2022. "Analyzing the drivers of smart sustainable circular supply chain for sustainable development goals through stakeholder theory," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3335-3353, November.
    11. Georgios Lanaras-Mamounis & Anastasios Kipritsis & Thomas A. Tsalis & Konstantinos Ι. Vatalis & Ioannis E. Nikolaou, 2022. "A Framework for Assessing the Contribution of Firms to Circular Economy: a Triple-Level Approach," Circular Economy and Sustainability, Springer, vol. 2(3), pages 883-902, September.
    12. Jarmo Uusikartano & Hannele Väyrynen & Leena Aarikka-Stenroos, 2020. "Public Agency in Changing Industrial Circular Economy Ecosystems: Roles, Modes and Structures," Sustainability, MDPI, vol. 12(23), pages 1-27, November.
    13. Rodríguez-Espíndola, Oscar & Cuevas-Romo, Ana & Chowdhury, Soumyadeb & Díaz-Acevedo, Natalie & Albores, Pavel & Despoudi, Stella & Malesios, Chrisovalantis & Dey, Prasanta, 2022. "The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs," International Journal of Production Economics, Elsevier, vol. 248(C).
    14. Chiarello, Filippo & Fantoni, Gualtiero & Hogarth, Terence & Giordano, Vito & Baltina, Liga & Spada, Irene, 2021. "Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    15. John Rincón-Moreno & Marta Ormazabal & Maria J. Álvarez & Carmen Jaca, 2020. "Shortcomings of Transforming a Local Circular Economy System through Industrial Symbiosis: A Case Study in Spanish SMEs," Sustainability, MDPI, vol. 12(20), pages 1-18, October.
    16. Jinxia Jiao & ChenGuang Liu & Yan Xu & Zirong Hao, 2022. "Effects of strategic flexibility and organizational slack on the relationship between green operational practices adoption and firm performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 561-577, May.
    17. Juan Cristóbal Hernández-Arzaba & Sarfraz Nazir & Sandra Nelly Leyva-Hernández & Sanar Muhyaddin, 2022. "Stakeholder Pressure Engaged with Circular Economy Principles and Economic and Environmental Performance," Sustainability, MDPI, vol. 14(23), pages 1-20, December.
    18. Ahmadova, Gozal & Delgado-Márquez, Blanca L. & Pedauga, Luis E. & Leyva-de la Hiz, Dante I., 2022. "Too good to be true: The inverted U-shaped relationship between home-country digitalization and environmental performance," Ecological Economics, Elsevier, vol. 196(C).
    19. Hermann, Roberto Rivas & Pansera, Mario & Nogueira, Leticia Antunes & Monteiro, Marko, 2022. "Socio-technical imaginaries of a circular economy in governmental discourse and among science, technology, and innovation actors: A Norwegian case study," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    20. Zerbino, Pierluigi & Stefanini, Alessandro & Aloini, Davide & Dulmin, Riccardo & Mininno, Valeria, 2021. "Curling linearity into circularity: The benefits of formal scavenging in closed-loop settings," International Journal of Production Economics, Elsevier, vol. 240(C).

    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:gam:jsusta:v:16:y:2024:i:13:p:5717-:d:1428788. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.