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Impact Assessment of Smart Manufacturing System Implementation in Small and Medium Enterprises: Moderating Role of Enabling Technology and Government Support

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  • Monica Shukla

    (Indian Institute of Technology Delhi)

  • Ravi Shankar

    (Indian Institute of Technology Delhi)

Abstract

This study examined the impact of smart manufacturing (SM) systems on small and medium enterprises (SMEs) in the Indian context. For this, we used the theory of change framework to investigate the intervention and impact of SM implementation. Through a literature survey, eight impact aspects were identified with two additional moderators. In addition, 452 responses from 80 SMEs were collected, and structural equation modelling was employed. The collected data were used to test 22 hypotheses based on the association of the implementation of the SM system and organisational resilience, industry ecosystem, innovation, sustainability, supply chain and urbanisation. It also evaluated the impact of these aspects on the Growth of Indian economy (GIE), along with analysing the moderating roles of Government Support and Enabling Technology. The novelty of this work lies in providing a comprehensive assessment approach to the impact of SM system implementation in Indian SMEs. The study finds that technologies play a significant role in advancing the Indian economy, with the impacts evaluated mostly being positive. Negative implications are also discussed, making this study a valuable resource for government officials and policymakers to make informed decisions by understanding the potential impacts post-implementation.

Suggested Citation

  • Monica Shukla & Ravi Shankar, 2024. "Impact Assessment of Smart Manufacturing System Implementation in Small and Medium Enterprises: Moderating Role of Enabling Technology and Government Support," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(3), pages 533-557, September.
  • Handle: RePEc:spr:gjofsm:v:25:y:2024:i:3:d:10.1007_s40171-024-00400-4
    DOI: 10.1007/s40171-024-00400-4
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    1. Desmond Hickie & James Hickie, 2021. "The impact of Industry 4.0 on supply chains and regions: innovation in the aerospace and automotive industries," European Planning Studies, Taylor & Francis Journals, vol. 29(9), pages 1606-1621, September.
    2. Kamble, Sachin S. & Gunasekaran, Angappa & Ghadge, Abhijeet & Raut, Rakesh, 2020. "A performance measurement system for industry 4.0 enabled smart manufacturing system in SMMEs- A review and empirical investigation," International Journal of Production Economics, Elsevier, vol. 229(C).
    3. Chen, Maozhi & Sinha, Avik & Hu, Kexiang & Shah, Muhammad Ibrahim, 2021. "Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    4. Johannes P. Zeiringer & Stefan Thalmann, 2022. "Knowledge sharing and protection in data-centric collaborations: An exploratory study," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 20(3), pages 436-448, May.
    5. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov, 2019. "The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(3), pages 829-846, February.
    6. Soumya Varma & Nitin Singh & Ajit Patra, 2024. "Supply Chain Flexibility: Unravelling the Research Trajectory Through Citation Path Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(2), pages 199-222, June.
    7. Kristina Höse & Afonso Amaral & Uwe Götze & Paulo Peças, 2023. "Manufacturing Flexibility through Industry 4.0 Technological Concepts—Impact and Assessment," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(2), pages 271-289, June.
    8. Monica Shukla & Ravi Shankar, 2022. "Modeling of critical success factors for adoption of smart manufacturing system in Indian SMEs: an integrated approach," OPSEARCH, Springer;Operational Research Society of India, vol. 59(4), pages 1271-1303, December.
    9. Howard White, 2009. "Theory-based impact evaluation: principles and practice," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 1(3), pages 271-284.
    10. Motamarri, Saradhi & Akter, Shahriar & Yanamandram, Venkata, 2020. "Frontline employee empowerment: Scale development and validation using Confirmatory Composite Analysis," International Journal of Information Management, Elsevier, vol. 54(C).
    11. Lei Jiang & Sachin Rambhau Sakhare & Mandeep Kaur, 2022. "Impact of industrial 4.0 on environment along with correlation between economic growth and carbon emissions," 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. 13(1), pages 415-423, March.
    12. Srivastava, Deepak Kumar & Kumar, Vikas & Ekren, Banu Yetkin & Upadhyay, Arvind & Tyagi, Mrinal & Kumari, Archana, 2022. "Adopting Industry 4.0 by leveraging organisational factors," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    13. Judit Oláh & Nemer Aburumman & József Popp & Muhammad Asif Khan & Hossam Haddad & Nicodemus Kitukutha, 2020. "Impact of Industry 4.0 on Environmental Sustainability," Sustainability, MDPI, vol. 12(11), pages 1-21, June.
    14. Edward T. Jackson, 2013. "Interrogating the theory of change: evaluating impact investing where it matters most," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 3(2), pages 95-110, April.
    15. Palash Saha & Subrata Talapatra & H. M. Belal & Victoria Jackson, 2022. "Unleashing the Potential of the TQM and Industry 4.0 to Achieve Sustainability Performance in the Context of a Developing Country," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 495-513, December.
    16. Veepan Kumar & Prem Vrat & Ravi Shankar, 2022. "Factors Influencing the Implementation of Industry 4.0 for Sustainability in Manufacturing," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 453-478, December.
    17. Himani Mishra & Prateek Maheshwari, 2020. "Achieving sustainable development goals through Fourth Industrial Revolution: An Indian perspective," Indian Journal of Commerce and Management Studies, Educational Research Multimedia & Publications,India, vol. 11(2), pages 63-75, May.
    18. Hamed Nayernia & Hanna Bahemia & Savvas Papagiannidis, 2022. "A systematic review of the implementation of industry 4.0 from the organisational perspective," International Journal of Production Research, Taylor & Francis Journals, vol. 60(14), pages 4365-4396, July.
    19. Laxmi Gupta & Ravi Shankar, 2022. "Adoption of Battery Management System in Utility Grid: An Empirical Study Using Structural Equation Modeling," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 573-596, December.
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