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     2026:7/1

Journal of Frontiers in Multidisciplinary Research

ISSN: 3050-9718 (Print) | 3050-9726 (Online) | Impact Factor: 8.10 | Open Access

A Game-Theory-Based Negotiation Model for Data-Driven Vendor Engagement and Profit Growth

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Abstract

In an increasingly data-rich and strategically complex procurement environment, traditional vendor negotiation practices are proving inadequate for maximizing enterprise value. This paper presents a structured, game-theory-based negotiation model designed to enhance profit alignment and vendor engagement through data-driven insights. The model synthesizes principles from cooperative and non-cooperative game theory, such as payoff matrices, Nash equilibrium, and repeated games, with modern analytics tools, including predictive forecasting, historical performance modeling, and real-time decision support systems. The proposed framework simulates multi-agent negotiation scenarios, enabling procurement professionals to anticipate vendor behavior, evaluate strategic trade-offs, and reach stable, mutually beneficial agreements. Integration with enterprise procurement systems ensures that negotiation intelligence is embedded into operational workflows, while key performance indicators such as margin improvement, negotiation cycle time, and supplier compliance are used to measure success. Ethical safeguards related to data transparency, fairness, and strategic manipulation are also addressed to ensure responsible deployment. By aligning vendor strategy with broader business objectives, the model advances procurement as a profit-centric and risk-aware function. The paper concludes with recommendations for future model refinement through behavioral game theory, machine learning integration, and adaptation to evolving supply chain conditions. The result is a scalable, intelligent negotiation framework that transforms procurement into a core engine of competitive advantage.

How to Cite This Article

Habeeb Ilufoye, Oluwatolani Vivian Akinrinoye, Chinelo Harriet Okolo (2021). A Game-Theory-Based Negotiation Model for Data-Driven Vendor Engagement and Profit Growth . Journal of Frontiers in Multidisciplinary Research (JFMR), 2(2), 127-134. DOI: https://doi.org/10.54660/.IJFMR.2021.2.2.127-134

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