The impact of China's new energy vehicle policies on corporate social responsibility: A textual big data analytics approach

IF 8.3 2区管理学 Q1 BUSINESS

Corporate Social Responsibility and Environmental Management Pub Date : 2024-05-30 DOI:10.1002/csr.2867

Chen Cao, Yongming Lyu, Jun Huang, Renjie Luo, Hancheng Huang, Guilan Yu

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引用次数: 0

Abstract

This study combined the Latent Dirichlet Allocation topic model to explore the potential topics of new energy vehicle (NEV) policies and their impacts on the corporate social responsibility (CSR) of new energy vehicle enterprises. The results reveal that financial subsidies, infrastructure development, and environmental protection are the most popular topics. And these three popular topics have significant positive impacts on the CSR of new energy vehicle enterprises, with infrastructure construction having the most significant impact. Additionally, the intensity of the positive impact on large-scale enterprises is more significant compared with small-scale enterprises, and the impact on state-owned enterprises is more remarkable than on private enterprises. Moreover, these three popular topics have more significant impacts on CSR in China's eastern region. Finally, we conclude this study by discussing the theoretical and practical implications of these findings.

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中国新能源汽车政策对企业社会责任的影响：文本大数据分析方法

本研究结合 Latent Dirichlet Allocation 主题模型，探讨了新能源汽车（NEV）政策的潜在主题及其对新能源汽车企业社会责任（CSR）的影响。结果显示，财政补贴、基础设施建设和环境保护是最热门的话题。而这三个热门话题对新能源汽车企业的企业社会责任有显著的积极影响，其中基础设施建设的影响最为显著。此外，与小型企业相比，大型企业受到的积极影响更为显著，与民营企业相比，国有企业受到的影响更为突出。此外，这三个热门话题对中国东部地区企业社会责任的影响更为显著。最后，我们通过讨论这些发现的理论和实践意义来结束本研究。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Corporate Social Responsibility and Environmental Management Multiple-

CiteScore

17.20

自引率

16.30%

发文量

189

期刊介绍： Corporate Social Responsibility and Environmental Management is a journal that publishes both theoretical and practical contributions related to the social and environmental responsibilities of businesses in the context of sustainable development. It covers a wide range of topics, including tools and practices associated with these responsibilities, case studies, and cross-country surveys of best practices. The journal aims to help organizations improve their performance and accountability in these areas. The main focus of the journal is on research and practical advice for the development and assessment of social responsibility and environmental tools. It also features practical case studies and evaluates the strengths and weaknesses of different approaches to sustainability. The journal encourages the discussion and debate of sustainability issues and closely monitors the demands of various stakeholder groups. Corporate Social Responsibility and Environmental Management is a refereed journal, meaning that all contributions undergo a rigorous review process. It seeks high-quality contributions that appeal to a diverse audience from various disciplines.