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 ↓
Publication Signals show what we were able to verify about where this research was published.STRONGWe verified multiple publication signals for this source, including independently confirmed credentials. Publication Signals reflect the source’s verifiable credentials, not the quality of the research.
- ✔ Peer-reviewed source
- ✔ Published in indexed journal
- ✔ No retraction or integrity flags
Key findings from this study
- The study found that Nature of Customers serves as the primary foundation for building Supply Chain Flexibility rather than organizational or technological factors.
- The researchers demonstrate that Strategic Redundancies should be viewed as an advanced outcome of mature flexibility systems, not as initial enablers.
- The framework establishes that data-driven organizational culture functions as a critical mediating layer connecting macro-level strategic elements to operational flexibility capabilities.
Overview
Supply Chain Flexibility (SCF) has evolved from a competitive advantage to an operational necessity in response to high-impact, low-frequency disruptions. Previous research addresses SCF enablement as disconnected elements rather than as an integrated system. This study develops a hierarchical framework linking SCF components through data-driven organizational culture to establish foundational capabilities.
Methods and approach
The researchers applied Interpretive Structural Modelling (ISM) to map relationships among Supply Chain Flexibility elements and their connection to data-driven organizational culture. The framework aligns macro-level SCF factors with five operational domains: market, delivery, logistics, organizational, and volume flexibility.
Results
The hierarchical structure reveals that Nature of Customers functions as the foundational building block for Supply Chain Flexibility development. Strategic Redundancies emerge as an outcome of mature SCF systems rather than as an initial driver. The integrated framework demonstrates how organizational culture and strategic orientation must precede and enable operational flexibility across all five domains. This sequencing contradicts conventional approaches that prioritize redundancy investments or technological adoption early in SCF implementation.
Implications
Practitioners require a reordered implementation strategy prioritizing cultural transformation and strategic alignment before resource allocation to redundancy mechanisms or digital tools. Organizations currently investing in surface-level solutions without foundational cultural work may achieve suboptimal returns and sustainability outcomes. The framework enables systematic, phased development of robust supply chain resilience through evidence-based sequencing of investments.
Scope and limitations
This summary is based on the study abstract and available metadata. It does not include a full analysis of the complete paper, supplementary materials, or underlying datasets unless explicitly stated. Findings should be interpreted in the context of the original publication.
Disclosure
- Research title: Beyond the Buffer: A Hierarchical Blueprint for Resilient Supply Chain
- Authors: M.S. Narassima, Anbuudayasankar Singanallur Palaniswamy, Olivia McDermott, Thenarasu Mohanavelu, A. Sumesh
- Institutions: Amrita Vishwa Vidyapeetham, Great Lakes Institute of Management, Guru Ghasidas Vishwavidyalaya, Ollscoil na Gaillimhe – University of Galway
- Publication date: 2026-02-10
- DOI: https://doi.org/10.3390/logistics10020043
- OpenAlex record: View
- PDF: Download
- Image credit: Photo by ThisisEngineering on Unsplash (Source • License)
- Disclosure: This post was generated by Claude (Anthropic). The original authors did not write or review this post.
Get the weekly research newsletter
Stay current with peer-reviewed research without reading academic papers — one filtered digest, every Friday.


