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探索公众对碳中和的关注与情绪:来自中国社交媒体新浪微博的证据

Exploring public attention and sentiment toward carbon neutrality: evidence from Chinese social media Sina Weibo.

作者信息

Wang Bo, Jiang Zixiao, Cheng Dawei, Wang Ziao

机构信息

School of Humanities, Social Science & Law, Harbin Institute of Technology, Harbin, China.

School of Water and Environment, Chang'an University, Xi'an, China.

出版信息

Front Psychol. 2023 Jun 8;14:1200824. doi: 10.3389/fpsyg.2023.1200824. eCollection 2023.

Abstract

INTRODUCTION

Exploring the public's cognition toward carbon neutrality is conducive to improving the quality and effectiveness of policymaking, and promoting the realization of carbon neutrality goals. This study aims to explore the public's attention and sentiment toward carbon neutrality from the perspective of social psychology.

METHODS

Using posts on carbon neutrality from the Chinese social media platform Sina Weibo as the data source, this study uses statistical analysis, the Mann-Kendall method, keyword analysis, the BERT model, and the LDA model to explore public attention and sentiment.

RESULTS

The results show that: (1) men, people living east of the Hu line (economically developed regions), and the public in the energy finance market are more concerned about carbon neutrality; (2) high public attention and great dynamic changes in public attention toward carbon neutrality could be trigged by highly credible government or international governmental organizations' information; (3) public sentiment toward carbon neutrality is mostly positive; however, specific topics affect public sentiment differently.

DISCUSSION

The research results contribute to policymakers' better understanding of the trend of public attention and sentiment toward carbon neutrality, and support improvements in the quality and impact of policymaking.

摘要

引言

探究公众对碳中和的认知有助于提高政策制定的质量和有效性,并推动碳中和目标的实现。本研究旨在从社会心理学角度探究公众对碳中和的关注和情绪。

方法

本研究以中国社交媒体平台新浪微博上关于碳中和的帖子为数据源,运用统计分析、曼-肯德尔方法、关键词分析、BERT模型和LDA模型来探究公众的关注和情绪。

结果

结果表明:(1)男性、居住在胡焕庸线以东地区(经济发达地区)的人群以及能源金融市场的公众对碳中和更为关注;(2)高度可信的政府或国际政府组织的信息能够引发公众对碳中和的高度关注以及公众关注度的巨大动态变化;(3)公众对碳中和的情绪大多为积极;然而,具体话题对公众情绪的影响有所不同。

讨论

研究结果有助于政策制定者更好地理解公众对碳中和的关注趋势和情绪,并支持提高政策制定的质量和影响力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cff2/10285706/b40ddbdd9a2f/fpsyg-14-1200824-g001.jpg

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