IDEAS home Printed from https://ideas.repec.org/a/gam/jadmsc/v14y2024i6p108-d1399114.html

A Comprehensive Roadmap for Connecting Industry 4.0 Technologies to the Basic Model of Collaborative Planning, Forecasting, and Replenishment (CPFR)

Author

Listed:
  • Gustavo Adoolffo Francisco Ramos Da Silva

    (School of Engineering, Federal University of Rio Grande (FURG), Santo Antônio da Patrulha 95500-000, Brazil)

  • Ismael Cristofer Baierle

    (Agroindustrial Systems and Processes Graduate Program, Federal University of Rio Grande (FURG), Santo Antônio da Patrulha 95500-000, Brazil)

  • Leonardo de Carvalho Gomes

    (School of Engineering, Federal University of Rio Grande (FURG), Santo Antônio da Patrulha 95500-000, Brazil)

  • Ricardo Gonçalves de Faria Correa

    (School of Engineering, Federal University of Rio Grande (FURG), Santo Antônio da Patrulha 95500-000, Brazil)

  • Fernanda Araújo Pimentel Peres

    (School of Engineering, Federal University of Rio Grande (FURG), Santo Antônio da Patrulha 95500-000, Brazil)

Abstract

The search for competitiveness has led organizations to recognize the importance of implementing collaborative methods. In this context, Collaborative Planning, Forecasting, and Replenishment (CPFR) seek to relate customer demands to replenishment needs throughout the supply chain. The literature points to implementation difficulties, such as trust between partners and commitment, and to overcome these difficulties, the digital technologies of Industry 4.0 are emerging as an essential support. This paper aims to research the applicability and contribution of Industry 4.0 digital technologies to the CPFR, considering each stage of the CPFR. A systematic literature review identified an unexplored gap: the use and contribution of Industry 4.0 digital technologies to the functioning of the CPFR. Considering the sequence of the CPFR stages and their dependence on each other, a roadmap can be developed for using Industry 4.0 digital technologies in each stage of the CPFR. It was, therefore, possible to create a roadmap indicating, based on current literature, which Industry 4.0 digital technologies can enhance SCM at each stage of the CPFR. This roadmap has two significant contributions: (i) to guide companies in prioritizing the implementation of these technologies in support of supply chain objectives and (ii) to serve as a basis for further empirical studies, highlighting the development of this roadmap through its application in real situations.

Suggested Citation

  • Gustavo Adoolffo Francisco Ramos Da Silva & Ismael Cristofer Baierle & Leonardo de Carvalho Gomes & Ricardo Gonçalves de Faria Correa & Fernanda Araújo Pimentel Peres, 2024. "A Comprehensive Roadmap for Connecting Industry 4.0 Technologies to the Basic Model of Collaborative Planning, Forecasting, and Replenishment (CPFR)," Administrative Sciences, MDPI, vol. 14(6), pages 1-18, May.
    • Handle: RePEc:gam:jadmsc:v:14:y:2024:i:6:p:108-:d:1399114
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2076-3387/14/6/108/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2076-3387/14/6/108/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    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. Gunasekara, Lahiru & Robb, David J. & Zhang, Abraham, 2023. "Used product acquisition, sorting and disposition for circular supply chains: Literature review and research directions," International Journal of Production Economics, Elsevier, vol. 260(C).
    2. Ivanov, Dmitry & Dolgui, Alexandre & Sokolov, Boris, 2022. "Cloud supply chain: Integrating Industry 4.0 and digital platforms in the “Supply Chain-as-a-Service”," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    3. Zhang, Justin Zuopeng & Dou, Junpeng & Liu, Yulong David & Nazrul, Asif & Behl, Abhishek, 2025. "Building resilient circular supply chains with blockchain: Exploring the impact of relationships and capabilities," Technovation, Elsevier, vol. 148(C).
    4. Javeed, Sohail Ahmad & Akram, Umair, 2024. "The factors behind block-chain technology that boost the circular economy: An organizational perspective," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    5. Castro-Lopez, Adrian & Iglesias, Victor & Santos-Vijande, María Leticia, 2023. "Organizational capabilities and institutional pressures in the adoption of circular economy," Journal of Business Research, Elsevier, vol. 161(C).
    6. Manu Sharma & Deepak Kaushal & Sudhanshu Joshi, 2023. "Strategic measures for enhancing resiliency in knowledge base supply chains: an emerging economy perspective," Operations Management Research, Springer, vol. 16(3), pages 1185-1205, September.
    7. Qamar, Amir & Clegg, Ben & Bryson, John & Du, Bohan, 2025. "Risk mitigation, adaptability and sectoral resilience: Buffering in automotive supply chains prior & post disruption," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 201(C).
    8. Luo, Na & Olsen, Tava & Liu, Yanping & Zhang, Abraham, 2022. "Reducing food loss and waste in supply chain operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    9. Ismail Erol & Iskender Peker & Ilker Murat Ar & Cory Searcy, 2023. "Examining the role of urban-industrial symbiosis in the circular economy: an approach based on N-Force field theory of change and N-ISM-Micmac," Operations Management Research, Springer, vol. 16(4), pages 2125-2147, December.
    10. Feng, Jianghong & Xu, Su Xiu & Xu, Gangyan & Cheng, Huibing, 2022. "An integrated decision-making method for locating parking centers of recyclable waste transportation vehicles," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    11. Zhu, He & Hu, Jiayao & Yang, Ying, 2025. "Towards a circular supply chain for retired electric vehicle batteries: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 282(C).
    12. Zhu, Qingyun & Bai, Chunguang & Sarkis, Joseph, 2022. "Blockchain technology and supply chains: The paradox of the atheoretical research discourse," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    13. Luthra, Sunil & Sharma, Manu & Kumar, Anil & Joshi, Sudhanshu & Collins, Eva & Mangla, Sachin, 2022. "Overcoming barriers to cross-sector collaboration in circular supply chain management: a multi-method approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    14. Ming Wan & Ting Qu & Manna Huang & Xiaohua Qiu & George Q. Huang & Jinfu Zhu & Junrong Chen, 2022. "Cloud-Edge-Terminal-Based Synchronized Decision-Making and Control System for Municipal Solid Waste Collection and Transportation," Mathematics, MDPI, vol. 10(19), pages 1-20, September.
    15. Sneha Kumari & Shirish Jeble & V. G. Venkatesh & Chandrasekaran Nagarajan & Yangyan Shi, 2023. "Antecedents of agriculture supply chain performance during COVID-19: an emerging economy perspective," Operations Management Research, Springer, vol. 16(1), pages 489-510, March.
    16. Li, Zhong-Ping & Wang, Jian-Jun & Perera, Sandun & Shi, Jim (Junmin), 2022. "Coordination of a supply chain with Nash bargaining fairness concerns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
    17. Sandip Rakshit & Nazrul Islam & Tripti Paul, 2025. "Advancing circular supply chain management in the steel industry: an RFID-enabled blockchain framework for sustainability," Annals of Operations Research, Springer, vol. 355(2), pages 1877-1903, December.
    18. Imranul Hoque & Razia Sultana Sumi, 2026. "Buyer-supplier relational dynamics and supplier dynamic capabilities for improving environmental sustainability mitigating climate change vulnerabilities," Climatic Change, Springer, vol. 179(1), pages 1-21, January.
    19. Wang, Jason X. & Burke, Haydn & Zhang, Abraham, 2022. "Overcoming barriers to circular product design," International Journal of Production Economics, Elsevier, vol. 243(C).
    20. Thanh Tiep Le & Abhishek Behl & Gary Graham, 2023. "The Role of Entrepreneurship in Successfully Achieving Circular Supply Chain Management," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(4), pages 537-561, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:gam:jadmsc:v:14:y:2024:i:6:p:108-:d:1399114. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.