中国非政府组织为中国青年制定气候议程:Bilibili 上中国气象爱好者的案例研究

ShaoPeng Che, Kai Kuang, Shujun Liu
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引用次数: 0

摘要

非政府组织(NGO)在制定气候议程和动员个人参与环保行动方面发挥着越来越重要的作用。然而,非政府组织与用户(尤其是发展中国家的用户)在线互动的性质在很大程度上仍未得到探讨。本研究重点关注中国非政府组织 "中国气象爱好者"(CWE)与中国青年在 Bilibili 社交媒体平台上的互动动态。研究包括两个主要部分。首先,使用命名实体识别分析中国气象爱好者在 Bilibili 上发布的文章中与天气相关的术语,并使用动态主题建模揭示主题焦点的转移。随后,研究人员采用了描述性分析和负二项回归法来研究天气类型与用户参与度指标之间的相关性。研究揭示了两个值得注意的发现:第一,CWE 帖子与短期天气密切相关,提供了及时的内容,可以满足公众对气候信息的需求。其次,中国青年用户的参与度不受极端天气类型的影响。未来的研究应继续阐明非政府组织可以采取哪些策略来提高青年用户的在线参与度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Climate agenda-setting for Chinese youth by Chinese non-governmental organizations: a case study of Chinese weather enthusiasts on Bilibili
Non-governmental organizations (NGOs) have increasingly played pivotal roles in shaping climate agendas and mobilizing individuals to engage in environmental initiatives. However, the nature of NGOs’ online interaction with users, especially in developing countries, remains largely unexplored. This study focused on the dynamics of engagement between a Chinese NGO, Chinese Weather Enthusiasts (CWE), and Chinese youth on the social media platform of Bilibili. The research comprised two main components. First, named entity recognition was employed to analyze weather-related terms in CWE’s posts on Bilibili, and dynamic topic modeling was utilized to uncover shifts in thematic focus. Subsequently, descriptive analysis and negative binomial regression were employed to investigate the correlation between weather types and user engagement metrics. The study unveiled two noteworthy findings: first, CWE posts are closely linked to short-term weather, providing timely content that may meet the public’s demand for climate information. Second, the engagement of Chinese youth users is not affected by extreme weather types. Future research should continue to elucidate strategies that NGOs can employ to enhance online engagement among youth users.
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