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Vaivaw Kumar Singh

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Open access 2026

A Theoretical Analysis of Functional Dependencies and Normalization in Relational Database Design

Relational database design focuses on organizing data in a way that cuts down on redundancy, keeps data integrity intact, and allows for efficient data access and updates. At the core of this process are functional dependencies and normalization. Functional dependencies act as a formal way to capture how different attr...

Vaivaw Kumar Singh, Kunal Sinha · 0 citations
2026

A Theoretical Framework for Supply Chain Resilience: Integrating Complexity and Network Theories to Understand Adaptive Capabilities

Contemporary supply chains represent interconnected networks with interdependency, structural complexity, uncertainty, and open to disturbances that can be transmitted over organizational and geographical lines. supply-chain resilience has drawn attention in a considerable amount, but still research in the field tends...

Vaivaw Kumar Singh, Kunal Sinha · 0 citations
Open access Aug 2026

Meta analytic study of human AI co decision systems and workforce intelligence in enhancing sustainability performance in circular supply chains

The shift to circular supply chains (CSC) in the context of Industry 4.0 has further driven the adoption of artificial intelligence (AI) for production planning, logistics and sustainability considerations. But an increasing body of evidence suggests that the environmental implications are less a matter of AI adoptio...

Shyamasundar Tripathy, Vaivaw Kumar Singh, Abderahman Rejeb et al. · 0 citations
2026

A Theoretical Framework for AI-Driven Knowledge Creation and Integration

A structured framework for the literature and theory is built, showing how AI capability fuels innovation via interconnected knowledge processes across the organization, putting human judgment, epistemic governance, and knowledge validation at the center of how organizations learn and innovate with AI.

Vaivaw Kumar Singh · 0 citations

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