AI Summary of Peer-Reviewed Research

This page presents an AI-generated summary of a published research paper. The original authors did not write or review this article. [See full disclosure ↓]

Publishing process signals: STRONG — reflects the venue and review process. — venue and review process.

Hierarchical model links supply chain flexibility elements to culture

Two business professionals in casual business attire review a logistics or supply chain diagram on a wooden table in an office setting, with additional documents visible in the background.
Research area:Business, Management and AccountingQuality and Supply ManagementStrategy and Management

What the study found: The study developed a hierarchical model of Supply Chain Flexibility (SCF), which the abstract describes as flexibility in a supply chain that helps it respond to disruption. It found that the "Nature of Customers" is the main building block of SCF, while "Strategic Redundancies" appear as a result of a more advanced SCF system rather than as an initial factor.
Why the authors say this matters: The authors conclude that the findings provide practical guidance for prioritizing foundational cultural and strategic investments before adopting software tools or other surface-level solutions. They also say the framework supports the systematic development of robust and sustainable SCF.
What the researchers tested: The researchers used Interpretive Structural Modelling (ISM), a method for showing how factors influence one another in a hierarchy. They built an integrated framework linking macro-level SCF elements with the five operational areas of market, delivery, logistics, organisational, and volume flexibility, and connecting these to a data-driven organisational culture.
What worked and what didn't: The hierarchical structure identified the nature of customers as the key starting point for SCF. Strategic redundancies were not treated as an early driver; instead, they were positioned as an outcome of an advanced SCF system. The abstract also says the framework aligns SCF elements with five operational flexibility areas.
What to keep in mind: The abstract does not describe detailed data, sample size, or specific implementation settings. Limits and caveats are not otherwise described in the available summary.

Key points

  • The study built a hierarchical model of Supply Chain Flexibility (SCF).
  • The "Nature of Customers" was identified as the main building block of SCF.
  • Strategic redundancies were described as an outcome of advanced SCF, not an शुरुआती factor.
  • The framework links SCF elements with market, delivery, logistics, organisational, and volume flexibility.
  • The authors say the findings support prioritizing foundational cultural and strategic investments.

Disclosure

Research title:
Hierarchical model links supply chain flexibility elements to culture
Authors:
Narassima Madhavarao Seshadri, Anbuudayasankar Singanallur Palaniswamy, Olivia McDermott, Thenarasu Mohanavelu, A. Sumesh
Institutions:
Great Lakes Institute of Management, Guru Ghasidas Vishwavidyalaya, Ollscoil na Gaillimhe – University of Galway, Amrita Vishwa Vidyapeetham
Publication date:
2026-02-10
OpenAlex record:
View
AI provenance: This post was generated by OpenAI. The original authors did not write or review this post.