IDEAS home Printed from https://ideas.repec.org/a/spr/gjofsm/v26y2025i1d10.1007_s40171-024-00421-z.html
   My bibliography  Save this article

Evaluating the Preparedness of Freight Logistics Firms for Cyber-Physical Systems Integration: A SAP-LAP Methodology for Sustainable Development

Author

Listed:
  • Umabharati Rawat

    (Indian Institute of Technology Roorkee)

  • Aalok Kumar

    (Indian Institute of Management Visakhapatnam)

  • Ramesh Anbanandam

    (Indian Institute of Technology Roorkee)

Abstract

Technological advancements are transforming end-to-end supply chains into resilient ecosystems in the dynamic and competitive logistics landscape. These advancements can lead to cost reductions and enhanced customer satisfaction by improving flexibility, predictability, efficiency, and sustainability. Cyber-physical systems (CPS) emerge as a key technology for improving sustainability, system and operational performance, and resilience. Despite its transformative potential, the logistics industry has been slow to adopt this technology. To understand the reasons behind this slow adoption, it is crucial to evaluate the readiness of logistics organizations. This evaluation sheds light on the current state of Indian logistics ecosystems and their preparedness for CPS integration to enhance sustainability. This study adopts an integrated qualitative and quantitative approach for enhancing readiness and sustainability goals. The situation, actor, process–learning, action, performance framework is used to explore the readiness toward CPS implementation. The efficient interpretive ranking procedure (e-IRP) is employed to prioritize actors and actions to enhance CPS implementation and sustainable development readiness. Freight logistics experts in emerging economies that are adopting digital technologies are interviewed to gather data on their experiences. The observation from this research suggests a crucial role of government and academia in driving industry readiness for transformation. Integrating technology, collaboration with business and scientific partners, and securing top management support are crucial actions to enhance logistics performance. This study provides a holistic assessment of the logistics organization’s preparedness to adopt CPS technologies and practices for transforming logistics operations.

Suggested Citation

  • Umabharati Rawat & Aalok Kumar & Ramesh Anbanandam, 2025. "Evaluating the Preparedness of Freight Logistics Firms for Cyber-Physical Systems Integration: A SAP-LAP Methodology for Sustainable Development," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(1), pages 1-23, March.
  • Handle: RePEc:spr:gjofsm:v:26:y:2025:i:1:d:10.1007_s40171-024-00421-z
    DOI: 10.1007/s40171-024-00421-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40171-024-00421-z
    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/s40171-024-00421-z?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. 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.
    2. 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.
    3. Amitabh Bhargava & Deepshikha Bhargava & P. Naveen Kumar & Guna Sekhar Sajja & Samrat Ray, 2022. "Industrial IoT and AI implementation in vehicular logistics and supply chain management for vehicle mediated transportation systems," 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 673-680, March.
    4. Belhadi, Amine & Venkatesh, Mani & Kamble, Sachin & Abedin, Mohammad Zoynul, 2024. "Data-driven digital transformation for supply chain carbon neutrality: Insights from cross-sector supply chain," International Journal of Production Economics, Elsevier, vol. 270(C).
    5. Sanjay Chaudhary & P. K. Suri, 2021. "Ranking the Factors Influencing e-Trading Usage in Agricultural Marketing," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 22(3), pages 233-249, September.
    6. Shailendra Kumar & Mohd. Suhaib & Mohammad Asjad, 2020. "Narrowing the barriers to Industry 4.0 practices through PCA-Fuzzy AHP-K means," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 18(2), pages 200-226, August.
    7. C.K.M. Lee & Yaqiong Lv & K.K.H. Ng & William Ho & K.L. Choy, 2018. "Design and application of Internet of things-based warehouse management system for smart logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2753-2768, April.
    8. Eryarsoy, Enes & Kilic, Huseyin Selcuk & Zaim, Selim & Doszhanova, Marzhan, 2022. "Assessing IoT challenges in supply chain: A comparative study before and during- COVID-19 using interval valued neutrosophic analytical hierarchy process," Journal of Business Research, Elsevier, vol. 147(C), pages 108-123.
    9. Vasja Roblek & Oshane Thorpe & Mirjana Pejic Bach & Andrej Jerman & Maja Meško, 2020. "The Fourth Industrial Revolution and the Sustainability Practices: A Comparative Automated Content Analysis Approach of Theory and Practice," Sustainability, MDPI, vol. 12(20), pages 1-27, October.
    10. Sushil, 2020. "Interpretive multi-criteria ranking of production systems with ordinal weights and transitive dominance relationships," Annals of Operations Research, Springer, vol. 290(1), pages 677-695, July.
    11. Shailendra Kumar & Mohd. Suhaib & Mohammad Asjad, 2020. "Narrowing the barriers to Industry 4.0 practices through PCA-Fuzzy AHP-K means," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 18(2), pages 200-226, August.
    12. 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.
    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. Andrés Fernández-Miguel & Fernando E. García-Muiña & Davide Settembre-Blundo & Serena Chiara Tarantino & Maria Pia Riccardi, 2024. "Exploring Systemic Sustainability in Manufacturing: Geoanthropology’s Strategic Lens Shaping Industry 6.0," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(3), pages 579-600, September.
    15. Shruti Malik & Girish Chandra Maheshwari & Archana Singh, 2019. "Understanding Financial Inclusion in India: A Theoretical Framework Building Through SAP–LAP and Efficient IRP," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(2), pages 117-140, 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. 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.
    2. 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.
    3. Kamlesh Kumar Mishra & Mahipal Singh & Rajeev Rathi, 2025. "Investigation the Hurdles of Lean Six Sigma 4.0 Implementation in Small and Medium Scale Manufacturing Industry in Indian Context," SN Operations Research Forum, Springer, vol. 6(1), pages 1-16, March.
    4. Maja Rožman & Polona Tominc & Tjaša Štrukelj, 2023. "Competitiveness Through Development of Strategic Talent Management and Agile Management Ecosystems," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(3), pages 373-393, September.
    5. Alberuni Aziz & Subrata Talapatra & H. M. Belal, 2024. "Improving Equipment Effectiveness through Visual Stream Mapping: Some Exploratory Research Findings in the Ready-Made Garment (RMG) Sector," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(2), pages 303-324, June.
    6. Elena G. Popkova & Gulbakhyt Zh. Zholdasbekova & Anastasia A. Sozinova & Tatul Mkrtchyan & Bruno S. Sergi, 2024. "The Black Swan Theory Perspective and the Challenges of the COVID-19 Crisis as Catalysts for Managing a Business," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(1), pages 155-171, September.
    7. 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.
    8. Nilufar U. Babakhanova & Aijan B. Dzhumanova & Marija A. Troyanskaya & Stanislav Benčič & Yelena S. Petrenko, 2024. "SAP-LAP Model of Change Management for the Sustainable Employment of the Population in the Conditions of Dissemination of AI," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(1), pages 91-109, September.
    9. Abhijit Barman & Ashis Kumar Chakraborty & Shib Sankar Sana & Parthasarathi Banerjee, 2024. "Pricing Strategy and Risk-Averse Flexibility in Sustainable Supply Chain: A Dual-Channel Logistics Process Under Reward Contracts and Demand Uncertainty," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(4), pages 733-762, December.
    10. Dimple & Mamta Tripathi, 2024. "Bridging the Gap Between High-Performance Work System and Organizational Performance: Role of Organizational Agility, Transformational Leadership, and Human Resource Flexibility," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(2), pages 369-393, June.
    11. Satish Kumar & Dipasha Sharma & Sandeep Rao & Weng Marc Lim & Sachin Kumar Mangla, 2025. "Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research," Annals of Operations Research, Springer, vol. 345(2), pages 1061-1104, February.
    12. Cosmin Aron & Fabio Sgarbossa & Eric Ballot & Dmitry Ivanov, 2024. "Cloud material handling systems: a cyber-physical system to enable dynamic resource allocation and digital interoperability," Journal of Intelligent Manufacturing, Springer, vol. 35(8), pages 3815-3836, December.
    13. Masoud Zafarzadeh & Magnus Wiktorsson & Jannicke Baalsrud Hauge, 2021. "A Systematic Review on Technologies for Data-Driven Production Logistics: Their Role from a Holistic and Value Creation Perspective," Logistics, MDPI, vol. 5(2), pages 1-32, April.
    14. Özköse, Hakan & Güney, Gül, 2023. "The effects of industry 4.0 on productivity: A scientific mapping study," Technology in Society, Elsevier, vol. 75(C).
    15. 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.
    16. Weihua Liu & Shangsong Long & Yanjie Liang & Jinkun Wang & Shuang Wei, 2023. "The influence of leadership and smart level on the strategy choice of the smart logistics platform: a perspective of collaborative innovation participation," Annals of Operations Research, Springer, vol. 324(1), pages 893-935, May.
    17. Md Shihab Shakur & Maishat Lubaba & Binoy Debnath & A. B. M. Mainul Bari & M. Azizur Rahman, 2024. "Exploring the Challenges of Industry 4.0 Adoption in the FMCG Sector: Implications for Resilient Supply Chain in Emerging Economy," Logistics, MDPI, vol. 8(1), pages 1-28, March.
    18. Ihab K. A. Hamdan & Wulamu Aziguli & Dezheng Zhang & Eli Sumarliah, 2023. "Machine learning in supply chain: prediction of real-time e-order arrivals using ANFIS," 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. 14(1), pages 549-568, March.
    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.
    20. Walter Cardoso Satyro & Jose Celso Contador & Sonia Francisca de Paula Monken & Anderson Ferreira de Lima & Gilberto Gomes Soares Junior & Jansen Anderson Gomes & João Victor Silva Neves & José Robert, 2023. "Industry 4.0 Implementation Projects: The Cleaner Production Strategy—A Literature Review," Sustainability, MDPI, vol. 15(3), pages 1-18, January.

    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:26:y:2025:i:1:d:10.1007_s40171-024-00421-z. 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.