Evolutionary game analysis of stakeholders’ decision-making behavior in agricultural data supply chain

IF 1.9 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Frontiers in Physics Pub Date : 2023-12-27 DOI:10.3389/fphy.2023.1321973
Heyang Zhao, Jian Yang
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Abstract

The significance of agricultural information sharing in fostering agricultural development cannot be overstated. This practice plays a pivotal role in disseminating cutting-edge agricultural technologies, cultivation methods, and pest control strategies, empowering farmers with valuable knowledge to enhance crop yield and quality. Moreover, it aligns with government objectives of resource sharing and addressing gaps, contributing to the advancement of agricultural modernization and the development of the industry chain. Despite its inherent benefits, the practical implementation of agricultural information sharing faces challenges. Stakeholders engaged in information sharing often prioritize individual benefits, potentially leading to a decline in agricultural information quality and the inefficient use of experimental resources. To confront this issue, the present research establishes a three-party evolutionary game model comprising an agricultural product data sharing platform, agricultural data providers, and agricultural data consumers. Leveraging dynamic system theory, the model analyzes the evolutionary stable strategies of stakeholders and investigates the critical factors influencing the strategic choices of these three parties. Experimental findings underscore the pivotal role of participants’ initial strategies, regulatory intensity, reward and punishment mechanisms, and information feedback in shaping stakeholder decision-making behavior. Implementation of measures such as heightened scrutiny of information on the sharing platform and fostering consumer trust in data emerges as imperative for enhancing system stability. These actions are essential for constructing an efficient and reliable information-sharing ecosystem, thereby facilitating the sustainable development of modern agriculture.

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农业数据供应链中利益相关者决策行为的进化博弈分析
农业信息共享对促进农业发展的重要意义怎么强调都不为过。这种做法在传播最前沿的农业技术、栽培方法和病虫害防治策略方面发挥了关键作用,使农民掌握了提高作物产量和质量的宝贵知识。此外,它还符合政府资源共享和弥补差距的目标,有助于推进农业现代化和产业链的发展。尽管农业信息共享有其固有的优势,但在具体实施过程中也面临着挑战。参与信息共享的利益相关者往往将个人利益放在首位,可能导致农业信息质量下降和实验资源的低效利用。面对这一问题,本研究建立了一个由农产品数据共享平台、农业数据提供者和农业数据消费者组成的三方演化博弈模型。利用动态系统理论,该模型分析了利益相关者的演化稳定策略,并研究了影响三方策略选择的关键因素。实验结果表明,参与者的初始战略、监管强度、奖惩机制和信息反馈在影响利益相关者决策行为方面起着关键作用。为了增强系统的稳定性,必须采取各种措施,如加强对共享平台上信息的审查和培养消费者对数据的信任。这些行动对于构建高效可靠的信息共享生态系统,从而促进现代农业的可持续发展至关重要。
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来源期刊
Frontiers in Physics
Frontiers in Physics Mathematics-Mathematical Physics
CiteScore
4.50
自引率
6.50%
发文量
1215
审稿时长
12 weeks
期刊介绍: Frontiers in Physics publishes rigorously peer-reviewed research across the entire field, from experimental, to computational and theoretical physics. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, engineers and the public worldwide.
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