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April 28, 2026Business Strategy and the Environment0 citationsOpen Access

Exploring Supply Chain Visibility for Circularity: A Delphi Approach

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TATarun Kumar AgrawalRKRavi KalaiarasanSSSayyed Shoaib-ul-Hasan

Key Points

  • The study aims to understand how supply chain visibility can enhance circular supply chains and identify key data elements for implementation.
  • Utilized the Delphi method with 22 experts to gather insights on supply chain visibility and circularity.
  • Identified 11 circular economy strategies and 16 critical data elements necessary for implementing circular supply chains.
  • Assessed experts' perceptions on data accessibility and the willingness to share data across supply chain actors.
  • Experts prioritized circular economy strategies and critical data elements that align with existing business models.
  • Findings reveal that while identified data elements are essential for supply chain visibility, they are mainly used for internal planning.
  • Data is not readily shared with external partners, which limits collaboration in achieving circular supply chains.

Abstract

ABSTRACT Circular supply chains (CSCs) depend on enhanced supply chain visibility (SCV) to track and manage resource flows and thereby enable efficient decision‐making. Despite confronting silo mentalities, fragmented information, technological barriers, resistance to change, and a lack of standardization, data sharing remains crucial for SCV and circularity. In this study, following the Delphi method, 22 experts explored SCV for circularity, identified 11 circular economy ( CE ) strategies and 16 critical data elements for implementing CSCs, and assessed data accessibility and the willingness to share data among supply chain actors. Findings show that the experts especially prioritized CE strategies and data elements that support existing business models and forward supply chains. Although those data elements are critical for SCV, they are primarily used for planning internal operations and thus not readily shared with external partners. Such insights contribute to empirical evidence and managerial perspectives and can also help managers to plan SCV tailored to CE strategies.

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Cite This Study

Agrawal et al. (2026) studied this question.

synapsesocial.com/papers/69f04e5b727298f751e72413https://doi.org/10.1002/bse.70857
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