IDEAS home Printed from https://ideas.repec.org/a/spr/gjofsm/v24y2023i4d10.1007_s40171-023-00351-2.html
   My bibliography  Save this article

Recent Developments on Flexible Manufacturing in the Digital Era: A Review and Future Research Directions

Author

Listed:
  • Santosh Kumar Srivastava

    (Institute of Management Technology Ghaziabad)

  • Surajit Bag

    (Institute of Management Technology Ghaziabad
    University of Johannesburg)

Abstract

The purpose of this research was to identify trending topics, emerging themes, and future research areas in flexible manufacturing in the digital era. It includes a synthesis of 51 published articles; 38,671 tweets; and expert opinions from various social media platforms, including blogs and forums on flexible manufacturing. Using latent Dirichlet allocation, the study highlights six flexible manufacturing in the digital era themes: (1) smart factories, digital twins, and flexible manufacturing; (2) flexible manufacturing and sustainability; (3) supply chain flexibility and resilience; (4) the dark side of flexible manufacturing; (5) flexible and lean manufacturing; and (6) infrastructure challenges and the realm of flexible manufacturing. Rather than focusing exclusively on aggregate impacts, this study combines the outcome of multiple databases and presents a comprehensive framework that covers the drivers, processes, and impacts of each theme, suggesting avenues for future research. The findings will help managers be better equipped to identify possible issues and areas for improvement by giving them a thorough understanding of the drivers, processes and outcomes indicated in the framework. The insights gained from this study are valuable to researchers and policymakers, as they enable them to leverage the latest developments in flexible manufacturing in the digital era and effectively address current and future challenges.

Suggested Citation

  • Santosh Kumar Srivastava & Surajit Bag, 2023. "Recent Developments on Flexible Manufacturing in the Digital Era: A Review and Future Research Directions," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(4), pages 483-516, December.
    • Handle: RePEc:spr:gjofsm:v:24:y:2023:i:4:d:10.1007_s40171-023-00351-2
    DOI: 10.1007/s40171-023-00351-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40171-023-00351-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40171-023-00351-2?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. Kamble, Sachin S & Gunasekaran, Angappa & Parekh, Harsh & Mani, Venkatesh & Belhadi, Amine & Sharma, Rohit, 2022. "Digital twin for sustainable manufacturing supply chains: Current trends, future perspectives, and an implementation framework," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    2. Rameshwar Dubey & Angappa Gunasekaran & David J. Bryde & Yogesh K. Dwivedi & Thanos Papadopoulos, 2020. "Blockchain technology for enhancing swift-trust, collaboration and resilience within a humanitarian supply chain setting," International Journal of Production Research, Taylor & Francis Journals, vol. 58(11), pages 3381-3398, June.
    3. Mohammad Rashed Hasan Polas & Valliappan Raju, 2021. "Technology and Entrepreneurial Marketing Decisions During COVID-19," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 95-112, June.
    4. Anupma Yadav & S.C. Jayswal, 2018. "Modelling of flexible manufacturing system: a review," International Journal of Production Research, Taylor & Francis Journals, vol. 56(7), pages 2464-2487, April.
    5. Srikanta Acharya, 2019. "Beyond Learning Outcomes: Impact of Organizational Flexibility on Strategic Performance Measures of Commercial E-Learning Providers," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 31-41, March.
    6. Arpan Kumar Kar & Sunil Kumar & P. Vigneswara Ilavarasan, 2021. "Modelling the Service Experience Encounters Using User-Generated Content: A Text Mining Approach," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(4), pages 267-288, December.
    7. Shivam Gupta & Sachin Modgil & Piera Centobelli & Roberto Cerchione & Serena Strazzullo, 2022. "Additive Manufacturing and Green Information Systems as Technological Capabilities for Firm Performance," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 515-534, December.
    8. Suzanne Young & Vijaya Thyil, 2014. "Corporate Social Responsibility and Corporate Governance: Role of Context in International Settings," Journal of Business Ethics, Springer, vol. 122(1), pages 1-24, June.
    9. Rajput, Shubhangini & Singh, Surya Prakash, 2019. "Connecting circular economy and industry 4.0," International Journal of Information Management, Elsevier, vol. 49(C), pages 98-113.
    10. 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).
    11. Nitin S. Solke & Pritesh Shah & Ravi Sekhar & T. P. Singh, 2022. "Machine Learning-Based Predictive Modeling and Control of Lean Manufacturing in Automotive Parts Manufacturing Industry," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 89-112, March.
    12. 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.
    13. 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.
    14. Shradha A. Gawankar & Angappa Gunasekaran & Sachin Kamble, 2020. "A study on investments in the big data-driven supply chain, performance measures and organisational performance in Indian retail 4.0 context," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1574-1593, March.
    15. Marta Pérez Pérez & Ana María Serrano Bedia & María Concepción López Fernández, 2016. "A review of manufacturing flexibility: systematising the concept," International Journal of Production Research, Taylor & Francis Journals, vol. 54(10), pages 3133-3148, May.
    16. Shiwangi Singh & Sanjay Dhir & Stuart Evans & Sushil, 2021. "The Trajectory of Two Decades of Global Journal of Flexible Systems Management and Flexibility Research: A Bibliometric Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(4), pages 377-401, December.
    17. Anna-Theresa Walter, 2021. "Organizational agility: ill-defined and somewhat confusing? A systematic literature review and conceptualization," Management Review Quarterly, Springer, vol. 71(2), pages 343-391, April.
    18. Sanjoy Kumar Paul & Priyabrata Chowdhury, 2020. "Strategies for Managing the Impacts of Disruptions During COVID-19: an Example of Toilet Paper," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(3), pages 283-293, September.
    19. Chae, Bongsug (Kevin), 2015. "Insights from hashtag #supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research," International Journal of Production Economics, Elsevier, vol. 165(C), pages 247-259.
    20. Hayrol Azril Mohamed Shaffril & Samsul Farid Samsuddin & Asnarulkhadi Abu Samah, 2021. "The ABC of systematic literature review: the basic methodological guidance for beginners," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(4), pages 1319-1346, August.
    21. Purva Grover & Arpan Kumar Kar, 2017. "Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(3), pages 203-229, September.
    22. Hu, Ya-Han & Tai, Chun-Tien & Liu, Kang Ernest & Cai, Cheng-Fang, 2020. "Identification of highly-cited papers using topic-model-based and bibliometric features: the consideration of keyword popularity," Journal of Informetrics, Elsevier, vol. 14(1).
    23. Pankaj Tiwari & B Suresha, 2021. "Moderating Role of Project Innovativeness on Project Flexibility, Project Risk, Project Performance, and Business Success in Financial Services," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 179-196, September.
    24. Sushil, 2017. "Modified ISM/TISM Process with Simultaneous Transitivity Checks for Reducing Direct Pair Comparisons," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(4), pages 331-351, December.
    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. Purva Grover & Arpan Kumar Kar & Yogesh K. Dwivedi, 2022. "Understanding artificial intelligence adoption in operations management: insights from the review of academic literature and social media discussions," Annals of Operations Research, Springer, vol. 308(1), pages 177-213, January.
    2. Sayem Ahmed & Hasin Md. Muhtasim Taqi & Yeasir Iqbal Farabi & Mohiuddin Sarker & Syed Mithun Ali & Bathrinath Sankaranarayanan, 2021. "Evaluation of Flexible Strategies to Manage the COVID-19 Pandemic in the Education Sector," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 81-105, December.
    3. Ray Qing Cao & Dara G. Schniederjans & Vicky Ching Gu, 2021. "Stakeholder sentiment in service supply chains: big data meets agenda-setting theory," Service Business, Springer;Pan-Pacific Business Association, vol. 15(1), pages 151-175, March.
    4. Ashish Kumar Rathore & Santanu Das & P. Vigneswara Ilavarasan, 2018. "Social Media Data Inputs in Product Design: Case of a Smartphone," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 19(3), pages 255-272, September.
    5. Idiano D’Adamo & Massimo Gastaldi & Jacopo Piccioni & Paolo Rosa, 2023. "The Role of Automotive Flexibility in Supporting the Diffusion of Sustainable Mobility Initiatives: A Stakeholder Attitudes Assessment," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 459-481, September.
    6. Sushil & Kamala Kannan Dinesh, 2022. "Structured Literature Review with TISM Leading to an Argumentation Based Conceptual Model," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(3), pages 387-407, September.
    7. Bechir Mokline & Mohamed Anis Ben Abdallah, 2021. "Individual Resilience in the Organization in the Face of Crisis: Study of the Concept in the Context of COVID-19," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 219-231, September.
    8. Mukesh Kumar & Rakesh D. Raut & Mahak Sharma & Vikas Kumar Choubey & Sanjoy Kumar Paul, 2022. "Enablers for resilience and pandemic preparedness in food supply chain," Operations Management Research, Springer, vol. 15(3), pages 1198-1223, December.
    9. 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.
    10. 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.
    11. Archana A Mukherjee & Rajesh Kumar Singh & Ruchi Mishra & Surajit Bag, 2022. "Application of blockchain technology for sustainability development in agricultural supply chain: justification framework," Operations Management Research, Springer, vol. 15(1), pages 46-61, June.
    12. Nitin S. Solke & Pritesh Shah & Ravi Sekhar & T. P. Singh, 2022. "Machine Learning-Based Predictive Modeling and Control of Lean Manufacturing in Automotive Parts Manufacturing Industry," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(1), pages 89-112, March.
    13. Le Thanh Tam & Huong Xuan Ho & Dong Phong Nguyen & Arun Elias & Angelina Nhat Hanh Le, 2021. "Receptivity of Governmental Communication and Its Effectiveness During COVID-19 Pandemic Emergency in Vietnam: A Qualitative Study," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(1), pages 45-64, June.
    14. Anshul Yadav & Mahim Sagar, 2021. "Modified Total Interpretive Structural Modeling of Marketing Flexibility Factors for Indian Telecommunications Service Providers," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(4), pages 307-330, December.
    15. Ashish Dwivedi & Sanjoy Kumar Paul, 2022. "A framework for digital supply chains in the era of circular economy: Implications on environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1249-1274, May.
    16. Fakhrul Hasan & Mary Fiona Ross Bellenstedt & Mohammad Raijul Islam, 2023. "Demand and Supply Disruptions During the Covid-19 Crisis on Firm Productivity," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 87-105, March.
    17. 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).
    18. Davide Settembre-Blundo & Rocío González-Sánchez & Sonia Medina-Salgado & Fernando E. García-Muiña, 2021. "Flexibility and Resilience in Corporate Decision Making: A New Sustainability-Based Risk Management System in Uncertain Times," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(2), pages 107-132, December.
    19. Qader, Ghulam & Junaid, Muhammad & Abbas, Qamar & Mubarik, Muhammad Shujaat, 2022. "Industry 4.0 enables supply chain resilience and supply chain performance," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    20. Efpraxia D. Zamani & Conn Smyth & Samrat Gupta & Denis Dennehy, 2023. "Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review," Annals of Operations Research, Springer, vol. 327(2), pages 605-632, 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:spr:gjofsm:v:24:y:2023:i:4:d:10.1007_s40171-023-00351-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.