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Digital transformation: Unlocking supply chain resilience through adaptability and innovation

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  • Aslam, Haris
  • ur Rehman, Attique
  • Iftikhar, Anas
  • ul Haq, Muhammad Zia
  • Akbar, Usman
  • Kamal, Muhammad Mustafa

Abstract

Recent disruptions have pushed the digitalisation of supply chains to the forefront of business challenges. This research investigates the mechanisms through which digital supply chains foster resilience. Using structural equation modelling, the study draws on two empirical investigations to provide a comprehensive understanding of these dynamics. In Study 1, we explore the role of supply chain innovation as a mediating factor between digital supply chains and resilience. Our findings confirm that digitalisation positively impacts resilience by enhancing supply chain innovation. Study 2 introduces supply chain adaptability as an additional mediating mechanism, uncovering more complex interactions. The results show that digitalisation affects resilience through the sequential mediation of supply chain adaptability and innovation. This model emphasises adaptability's essential role in translating digital advancements into resilient, innovative supply chains. These insights deepen the theoretical understanding of supply chain management amid disruptions and offer practical strategies for developing more resilient and adaptable supply chains in the digital era.

Suggested Citation

  • Aslam, Haris & ur Rehman, Attique & Iftikhar, Anas & ul Haq, Muhammad Zia & Akbar, Usman & Kamal, Muhammad Mustafa, 2025. "Digital transformation: Unlocking supply chain resilience through adaptability and innovation," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    • Handle: RePEc:eee:tefoso:v:219:y:2025:i:c:s0040162525002653
    DOI: 10.1016/j.techfore.2025.124234
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    1. Lin, Yini & Wu, Lei-Yu, 2014. "Exploring the role of dynamic capabilities in firm performance under the resource-based view framework," Journal of Business Research, Elsevier, vol. 67(3), pages 407-413.
    2. Hau L. Lee & Glen Schmidt, 2017. "Using Value Chains to Enhance Innovation," Production and Operations Management, Production and Operations Management Society, vol. 26(4), pages 617-632, April.
    3. Zhang, Chonghui & Chai, Binfeng & Mirza, Sultan Sikandar & Jin, Ying, 2024. "Customer-driven value creation in the digital economy: Determining the role of customer firms’ digital transformation on supplier performance in China," Omega, Elsevier, vol. 128(C).
    4. Nidhi Singh & Monika Jain & Muhammad Mustafa Kamal & Rahul Bodhi & Bhumika Gupta, 2024. "Technological paradoxes and artificial intelligence implementation in healthcare. An application of paradox theory," Post-Print hal-04300238, HAL.
    5. 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).
    6. Chi, Maomao & Huang, Rui & George, Joey F., 2020. "Collaboration in demand-driven supply chain: Based on a perspective of governance and IT-business strategic alignment," International Journal of Information Management, Elsevier, vol. 52(C).
    7. Ismail Gölgeci & Harun Emre Yildiz & Ulf Andersson, . "The rising tensions between efficiency and resilience in global value chains in the post-COVID-19 world," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    8. Papanagnou, Christos & Seiler, Andreas & Spanaki, Konstantina & Papadopoulos, Thanos & Bourlakis, Michael, 2022. "Data-driven digital transformation for emergency situations: The case of the UK retail sector," International Journal of Production Economics, Elsevier, vol. 250(C).
    9. Tahir Abbas Syed & Haris Aslam & Zeeshan Ahmed Bhatti & Fahad Mehmood & Aseem Pahuja, 2024. "Dynamic pricing for perishable goods: A data-driven digital transformation approach," Post-Print hal-04826568, HAL.
    10. Yangyan Shi & Xiaofei Zheng & V.G. Venkatesh & Eias Ai Humdan & Sanjoy Kumar Paul, 2023. "The Impact of Digitalization on Supply Chain Resilience: An Empirical Study of the Chinese Manufacturing Industry," Post-Print hal-04906908, HAL.
    11. ur Rehman, Attique & Shakeel Sadiq Jajja, Muhammad & Farooq, Sami, 2022. "Manufacturing planning and control driven supply chain risk management: A dynamic capability perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 167(C).
    12. Mwangakala, Hilda Abraham & Mongi, Hector & Ishengoma, Fredrick & Shao, Deo & Chali, Frederick & Mambile, Cesilia & Julius, Bernard, 2024. "Emerging digital technologies potential in promoting equitable agricultural supply chain: A scoping review," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    13. Truong Van Nguyen & Hiep Cong Pham & Minh Nhat Nguyen & Li Zhou & Mohammadreza Akbari, 2023. "Data-driven review of blockchain applications in supply chain management: key research themes and future directions," International Journal of Production Research, Taylor & Francis Journals, vol. 61(23), pages 8213-8235, December.
    14. MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
    15. Bag, Surajit & Routray, Susmi & Rahman, Muhammad Sabbir & Shrivastav, Santosh Kumar, 2025. "Investigate the effect of green hydrogen supply chain integration on supply chain resilience: Organization information processing theory perspective," International Journal of Production Economics, Elsevier, vol. 284(C).
    16. Tan, Kim Hua & Zhan, YuanZhu & Ji, Guojun & Ye, Fei & Chang, Chingter, 2015. "Harvesting big data to enhance supply chain innovation capabilities: An analytic infrastructure based on deduction graph," International Journal of Production Economics, Elsevier, vol. 165(C), pages 223-233.
    17. Qi, Yinan & Mao, Zhigang & Zhang, Min & Guo, Hangfei, 2020. "Manufacturing practices and servitization: The role of mass customization and product innovation capabilities," International Journal of Production Economics, Elsevier, vol. 228(C).
    18. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    19. Plekhanov, Dmitry & Franke, Henrik & Netland, Torbjørn H., 2023. "Digital transformation: A review and research agenda," European Management Journal, Elsevier, vol. 41(6), pages 821-844.
    20. Sohaib S. Hassan & Konrad Meisner & Kevin Krause & Levan Bzhalava & Petra Moog, 2024. "Is digitalization a source of innovation? Exploring the role of digital diffusion in SME innovation performance," Small Business Economics, Springer, vol. 62(4), pages 1469-1491, April.
    21. Cui, Li & Wang, Ziyi & Liu, Yang & Cao, Guikun, 2024. "How does data-driven supply chain analytics capability enhance supply chain agility in the digital era?," International Journal of Production Economics, Elsevier, vol. 277(C).
    22. Syed, Tahir Abbas & Aslam, Haris & Bhatti, Zeeshan Ahmed & Mehmood, Fahad & Pahuja, Aseem, 2024. "Dynamic pricing for perishable goods: A data-driven digital transformation approach," International Journal of Production Economics, Elsevier, vol. 277(C).
    23. Wong, Christina W.Y. & Lirn, Taih-Cherng & Yang, Ching-Chiao & Shang, Kuo-Chung, 2020. "Supply chain and external conditions under which supply chain resilience pays: An organizational information processing theorization," International Journal of Production Economics, Elsevier, vol. 226(C).
    24. Amankwah-Amoah, Joseph & Khan, Zaheer & Wood, Geoffrey & Knight, Gary, 2021. "COVID-19 and digitalization: The great acceleration," Journal of Business Research, Elsevier, vol. 136(C), pages 602-611.
    25. Tiwari, Manisha & Bryde, David J. & Stavropoulou, Foteini & Dubey, Rameshwar & Kumari, Sushma & Foropon, Cyril, 2024. "Modelling supply chain Visibility, digital Technologies, environmental dynamism and healthcare supply chain Resilience: An organisation information processing theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    26. Jay R. Galbraith, 1974. "Organization Design: An Information Processing View," Interfaces, INFORMS, vol. 4(3), pages 28-36, May.
    27. Fan, Huan & Li, Gang & Sun, Hongyi & Cheng, T.C.E., 2017. "An information processing perspective on supply chain risk management: Antecedents, mechanism, and consequences," International Journal of Production Economics, Elsevier, vol. 185(C), pages 63-75.
    28. Emma Brandon-Jones & Brian Squire & Chad W. Autry & Kenneth J. Petersen, 2014. "A Contingent Resource-Based Perspective of Supply Chain Resilience and Robustness," Journal of Supply Chain Management, Institute for Supply Management, vol. 50(3), pages 55-73, July.
    29. Krishna Kumar Dadsena & Pushpesh Pant & Sanjoy Kumar Paul & Saurabh Pratap, 2024. "Overcoming strategies for supply chain digitization barriers: Implications for sustainable development goals," Business Strategy and the Environment, Wiley Blackwell, vol. 33(5), pages 3887-3910, July.
    30. Peter Ralston & Jennifer Blackhurst, 2020. "Industry 4.0 and resilience in the supply chain: a driver of capability enhancement or capability loss?," International Journal of Production Research, Taylor & Francis Journals, vol. 58(16), pages 5006-5019, July.
    31. Hung, Richard Yu Yuan & Yang, Baiyin & Lien, Bella Ya-Hui & McLean, Gary N. & Kuo, Yu-Ming, 2010. "Dynamic capability: Impact of process alignment and organizational learning culture on performance," Journal of World Business, Elsevier, vol. 45(3), pages 285-294, July.
    32. Cherrafi, Anass & Garza-Reyes, Jose Arturo & Kumar, Vikas & Mishra, Nishikant & Ghobadian, Abby & Elfezazi, Said, 2018. "Lean, green practices and process innovation: A model for green supply chain performance," International Journal of Production Economics, Elsevier, vol. 206(C), pages 79-92.
    33. Möldner, Alexander Kurt & Garza-Reyes, Jose Arturo & Kumar, Vikas, 2020. "Exploring lean manufacturing practices' influence on process innovation performance," Journal of Business Research, Elsevier, vol. 106(C), pages 233-249.
    34. Klyver, Kim & Nielsen, Suna Løwe, 2021. "Which crisis strategies are (expectedly) effective among SMEs during COVID-19?," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    35. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    36. Tuominen, Matti & Rajala, Arto & Moller, Kristian, 2004. "How does adaptability drive firm innovativeness?," Journal of Business Research, Elsevier, vol. 57(5), pages 495-506, May.
    37. Amine Belhadi & Venkatesh Mani & Sachin S. Kamble & Syed Abdul Rehman Khan & Surabhi Verma, 2024. "Artificial intelligence-driven innovation for enhancing supply chain resilience and performance under the effect of supply chain dynamism: an empirical investigation," Annals of Operations Research, Springer, vol. 333(2), pages 627-652, February.
    38. Bardia Naghshineh & Helena Carvalho, 2025. "Exploring the effects of additive manufacturing technology adoption on the state of the supply chain: a resilience perspective," Operations Management Research, Springer, vol. 18(2), pages 495-517, June.
    39. Singh, Nidhi & Jain, Monika & Kamal, Muhammad Mustafa & Bodhi, Rahul & Gupta, Bhumika, 2024. "Technological paradoxes and artificial intelligence implementation in healthcare. An application of paradox theory," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    40. Christoph Zott, 2003. "Dynamic capabilities and the emergence of intraindustry differential firm performance: insights from a simulation study," Strategic Management Journal, Wiley Blackwell, vol. 24(2), pages 97-125, February.
    41. Usai, A. & Fiano, F. & Messeni Petruzzelli, A. & Paoloni, P. & Farina Briamonte, M. & Orlando, B., 2021. "Unveiling the impact of the adoption of digital technologies on firms’ innovation performance," Journal of Business Research, Elsevier, vol. 133(C), pages 327-336.
    42. Dmitry Ivanov, 2024. "Transformation of supply chain resilience research through the COVID-19 pandemic," International Journal of Production Research, Taylor & Francis Journals, vol. 62(23), pages 8217-8238, December.
    43. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    44. 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.
    45. Masoud Kamalahmadi & Mahour Mellat-Parast, 2016. "Developing a resilient supply chain through supplier flexibility and reliability assessment," International Journal of Production Research, Taylor & Francis Journals, vol. 54(1), pages 302-321, January.
    46. Tiwari, Sunil & Sharma, Pankaj & Jha, Ashish Kumar, 2024. "Digitalization & Covid-19: An institutional-contingency theoretic analysis of supply chain digitalization," International Journal of Production Economics, Elsevier, vol. 267(C).
    47. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    48. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    49. Jie Yang & Hongming Xie & Guangsheng Yu & Mingyu Liu, 2021. "Antecedents and consequences of supply chain risk management capabilities: an investigation in the post-coronavirus crisis," International Journal of Production Research, Taylor & Francis Journals, vol. 59(5), pages 1573-1585, March.
    50. Dominik Eckstein & Matthias Goellner & Constantin Blome & Michael Henke, 2015. "The performance impact of supply chain agility and supply chain adaptability: the moderating effect of product complexity," International Journal of Production Research, Taylor & Francis Journals, vol. 53(10), pages 3028-3046, May.
    51. Feliciano-Cestero, María M. & Ameen, Nisreen & Kotabe, Masaaki & Paul, Justin & Signoret, Mario, 2023. "Is digital transformation threatened? A systematic literature review of the factors influencing firms’ digital transformation and internationalization," Journal of Business Research, Elsevier, vol. 157(C).
    52. Liu, Hua & Xu, Xiaoping & Cheng, T.C.E. & Yu, Yugang, 2024. "Building resilience or maintaining robustness: Insights from relational view and information processing perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 188(C).
    53. Yu, Wantao & Zhao, Gen & Liu, Qi & Song, Yongtao, 2021. "Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory perspective," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    54. Andrew Kusiak, 2018. "Smart manufacturing," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 508-517, January.
    55. Yin, Qiaoyi & Wang, Yunfei & Song, Dian & Lai, Fujun & Collins, Brian & Guo, Hangfei, 2024. "The impact of digitalization on operational risk: An organizational information processing perspective," International Journal of Production Economics, Elsevier, vol. 276(C).
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