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Factors Influencing Technology Adoption for Sustainability in Manufacturing Firms: An Empirical Analysis and Literature Review

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  • Rupesh Chourasiya
  • Rakesh Kumar Malviya

Abstract

Understanding the interplay between technology adoption (TA) and human skills is crucial for researchers, practitioners, and policymakers. However, firm‐level evidence on the patterns of adopting TA and their relationship with skills is limited. This study addresses this gap by analyzing an extensive dataset spanning from 2007 to December 2024. Through a comprehensive literature review and empirical analysis, the research identifies key factors influencing adoption, barriers to adoption, the impact of technology adoption on productivity and efficiency, competitive advantage, economic growth, environmental impact, technology transfer mechanisms, capacity building, and the role of international organizations and outcomes associated with TA. Smaller firms, however, face challenges in implementing upskilling strategies similar to those of larger firms. This disparity has significant implications for competitive dynamics, warranting attention from managers and policymakers. The study provides valuable insights for policymakers, industry stakeholders, and academics, highlighting areas for intervention and future research. Additionally, TA research needs to recognize success factors, new circular business models, and innovative frameworks. This examination will create new opportunities for researchers to explore novel dimensions in the field of TA.

Suggested Citation

  • Rupesh Chourasiya & Rakesh Kumar Malviya, 2025. "Factors Influencing Technology Adoption for Sustainability in Manufacturing Firms: An Empirical Analysis and Literature Review," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(5), pages 6734-6757, October.
    • Handle: RePEc:wly:sustdv:v:33:y:2025:i:5:p:6734-6757
    DOI: 10.1002/sd.3482
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    References listed on IDEAS

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    1. Sachin Kamble & Angappa Gunasekaran & Himanshu Arha, 2019. "Understanding the Blockchain technology adoption in supply chains-Indian context," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2009-2033, April.
    2. Raj, Alok & Dwivedi, Gourav & Sharma, Ankit & Lopes de Sousa Jabbour, Ana Beatriz & Rajak, Sonu, 2020. "Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective," International Journal of Production Economics, Elsevier, vol. 224(C).
    3. Rimalini Gadekar & Bijan Sarkar & Ashish Gadekar, 2024. "Model development for assessing inhibitors impacting Industry 4.0 implementation in Indian manufacturing industries: an integrated ISM-Fuzzy MICMAC approach," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(2), pages 646-671, February.
    4. Rupesh Chourasiya & Shrikant Pandey & Rakesh Kumar Malviya, 2023. "Sustainable manufacturing adoption in textile industries: A systematic state‐of‐art literature review and future research outline," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 612-638, April.
    5. Tseng, Fang-Mei & Liang, Ching-Wen & Nguyen, Ngoc B., 2023. "Blockchain technology adoption and business performance in large enterprises: A comparison of the United States and China," Technology in Society, Elsevier, vol. 73(C).
    6. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    7. Abhijeet Ghadge & Merve Er & Dmitry Ivanov & Atanu Chaudhuri, 2022. "Visualisation of ripple effect in supply chains under long-term, simultaneous disruptions: a system dynamics approach," International Journal of Production Research, Taylor & Francis Journals, vol. 60(20), pages 6173-6186, October.
    8. Kinkel, Steffen & Baumgartner, Marco & Cherubini, Enrica, 2022. "Prerequisites for the adoption of AI technologies in manufacturing – Evidence from a worldwide sample of manufacturing companies," Technovation, Elsevier, vol. 110(C).
    9. Chen, Lujie & Zhao, Xiande & Tang, Ou & Price, Lydia & Zhang, Shanshan & Zhu, Wenwen, 2017. "Supply chain collaboration for sustainability: A literature review and future research agenda," International Journal of Production Economics, Elsevier, vol. 194(C), pages 73-87.
    10. Stornelli, Aldo & Ozcan, Sercan & Simms, Christopher, 2021. "Advanced manufacturing technology adoption and innovation: A systematic literature review on barriers, enablers, and innovation types," Research Policy, Elsevier, vol. 50(6).
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