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评估体育场馆的可持续供应链:一种基于矩量法分位数回归研究的前瞻性评估技术方法

Evaluating sports complex sustainable supply chains: A prospective assessment technique method of moments quantile regression research.

作者信息

Liu Jialong, Su Xin, Wang Yang

机构信息

Department of Physical Education, Changchun University of Technology, Changchun, Jilin, China.

School of Education, Sehan University, Mokpo, Korea.

出版信息

PLoS One. 2025 Jun 3;20(6):e0323054. doi: 10.1371/journal.pone.0323054. eCollection 2025.

Abstract

The growing emphasis on sustainability in supply chain management has raised critical concerns about its implementation in complex ecosystems such as sports stadiums. This study investigates the economic and environmental dimensions of sustainable supply chains within sports complexes, employing the Method of Moments Quantile Regression (MMQR) technique to provide a nuanced analysis of key variables influencing sustainability outcomes from 2008 to 2022. By integrating Corporate Environmentalism (CE), Population Density (PD), Economic Complexity Ratio, and Workforce Readiness Ratio with Gross Domestic Product (GDP) differentiation metrics, the research identifies significant conditional and non-linear relationships. Results reveal that CE plays a pivotal role in driving GDP differentiation, particularly in lower quantiles, highlighting the potential of sustainability to contribute to balanced economic growth. Population Density consistently influences sustainability outcomes, underscoring the critical role of demographic factors. Additionally, the study exhibit strong macroeconomic and social implications, emphasizing the importance of inclusive strategies for sustainable development. Notably, higher GDP differentiation quantiles reveal trade-offs between economic and environmental goals, presenting challenges for achieving equilibrium. These findings suggest that policymakers and stakeholders should adopt tailored strategies to balance economic and environmental objectives, fostering sustainable practices in sports stadium ecosystems while mitigating disparities across different economic conditions.

摘要

供应链管理中对可持续性的日益重视引发了人们对其在体育场馆等复杂生态系统中实施的严重关切。本研究调查了体育综合设施内可持续供应链的经济和环境层面,采用矩量法分位数回归(MMQR)技术,对2008年至2022年影响可持续性结果的关键变量进行细致分析。通过将企业环保主义(CE)、人口密度(PD)、经济复杂度比率和劳动力准备比率与国内生产总值(GDP)差异指标相结合,该研究确定了显著的条件关系和非线性关系。结果显示,企业环保主义在推动GDP差异方面发挥着关键作用,尤其是在较低分位数上,凸显了可持续性对促进经济平衡增长的潜力。人口密度始终影响着可持续性结果,强调了人口因素的关键作用。此外,该研究还展现出强烈的宏观经济和社会影响,强调了包容性可持续发展战略的重要性。值得注意的是,较高的GDP差异分位数揭示了经济与环境目标之间的权衡,给实现平衡带来了挑战。这些发现表明,政策制定者和利益相关者应采取量身定制的战略来平衡经济和环境目标,在体育场馆生态系统中促进可持续实践,同时减少不同经济条件下的差距。

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