中国公众对核电的关注、认知与态度:基于社交媒体的大规模实证分析

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL Journal of Cleaner Production Pub Date : 2022-11-01 DOI:10.1016/j.jclepro.2022.133919
Ping Gong , Li Wang , Yigang Wei , Yunjiang Yu
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引用次数: 9

摘要

本研究旨在探讨公众在社交媒体平台上对核电的关注、认知和态度。具体而言,调查了公众对核电的认知、信息传播和公众关注的地理空间分布状况。通过综合社交网络分析、关键词和文本主题分析以及情感分析,对2015年1月至2019年12月收集的新浪微博上45万多条微博进行了分析。估计结果揭示了几个重要的发现。首先,自2015年以来,核电在社交媒体平台上受到了中国公众越来越多的关注。公众注意力的动态变化与新闻事件和网络短视频的传播密切相关。其次,一些个人博客和媒体用户对核电相关信息传播的影响很大。特别是,一些科学博客在传播网络中发挥了核心作用,这与非政府组织和私人协会形成了对比。第三,从地理空间上看,中国大陆东部沿海地区公众对核电的关注度远高于内陆和西部地区。第四,人们的认知集中在核电技术项目的进展和核事故上。此外,他们对中国核电项目和技术的态度总体上是积极的。本研究的创新之处在于提出了基于社交媒体数据的方法框架。该框架拓展了公众感知研究的范式和维度。本研究为核电接受度提升及能源政策制定提供综合分析与支持。
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Public attention, perception, and attitude towards nuclear power in China: A large-scale empirical analysis based on social media

This study aims to explore the public's attention, perception and attitude towards nuclear power expressed on social media platforms. Specifically, the status of public perception, information communication and geospatial distribution of public attention to nuclear power are investigated. More than 450,000 posts collected from Sina Weibo from January 2015 to December 2019 are analysed by integrated social network analysis, keyword and text theme analysis and sentiment analysis. Estimation results reveal several important findings. Firstly, nuclear power has received growing attention from the Chinese public on social media platforms since 2015. The dynamic changes in public attention are closely related to the dissemination of news events and online short videos. Secondly, some individual bloggers and media users strongly influence nuclear power-related information communication. In particular, several science bloggers have played a central role in the communication network, contrasting with NGOs and private associations. Thirdly, from a geospatial perspective, public attention on nuclear power in the eastern coastal areas of the Chinese mainland is much higher than in inland and western regions. Fourthly, people's perceptions have focused on the progress of nuclear power technology projects and nuclear accidents. Moreover, their attitude towards Chinese nuclear power projects and technologies is generally positive. The innovation of this study lies in the proposed methodological framework based on social media data. The framework expands the paradigm and dimension of public perception research. This study provides comprehensive analysis and support to nuclear power acceptance improvement and energy policy-making.

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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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