How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform

This research investigates how users of Bilibili, a video sharing website based in China have responded to carbon neutrality. By conducting quantitative textual analyses on 3,311 comments on Bilibili using LDA topic extraction and content statistics, this research discovers that: (1) Bilibili users...

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Main Author: Zha, Yiru
Other Authors: School of Social Sciences
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/170096
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1700962023-09-03T15:30:22Z How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform Zha, Yiru School of Social Sciences Social sciences::Political science Bilibili Carbon Neutrality This research investigates how users of Bilibili, a video sharing website based in China have responded to carbon neutrality. By conducting quantitative textual analyses on 3,311 comments on Bilibili using LDA topic extraction and content statistics, this research discovers that: (1) Bilibili users have assigned more weight to geopolitical topics (56.3%) than energy (22.0%) and environmental topics (21.7%). (2) When assessing carbon neutrality, Bilibili users considered geopolitical (53.8%) and energy factors (15.8%) more heavily than factors related to the class (9.2%), economy (8.9%), environment (8.7%), and definition (3.6%). (3) More Bilibili users had negative (64.6%) attitudes towards carbon neutrality, with only a small portion of them expressing positive (26.8%) and neutral (8.6%) attitudes. (4) Negative attitudes towards carbon neutrality were mainly driven by geopolitical concerns about the West's approach to China, other countries’ free-riding on China’s efforts and the West’s manipulation of rules, doubts about the feasibility of energy transition and suspicion of capitalists exploiting consumers through this concept. This research highlights the geopolitical concerns behind the environmental attitudes of Chinese people, deepening our understanding to psychological constructs and crisis sensitivity of Chinese people towards environmental issues. Published version 2023-08-28T02:32:08Z 2023-08-28T02:32:08Z 2023 Journal Article Zha, Y. (2023). How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform. Asian Journal for Public Opinion Research, 11(2), 145-162. https://dx.doi.org/10.15206/ajpor.2023.11.2.145 2288-6168 https://hdl.handle.net/10356/170096 10.15206/ajpor.2023.11.2.145 2-s2.0-85161428864 2 11 145 162 en Asian Journal for Public Opinion Research © 2023 Asian Journal for Public Opinion Research. This is an open-access article distributed under the terms of the Creative Commons Attribution License. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Social sciences::Political science
Bilibili
Carbon Neutrality
spellingShingle Social sciences::Political science
Bilibili
Carbon Neutrality
Zha, Yiru
How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
description This research investigates how users of Bilibili, a video sharing website based in China have responded to carbon neutrality. By conducting quantitative textual analyses on 3,311 comments on Bilibili using LDA topic extraction and content statistics, this research discovers that: (1) Bilibili users have assigned more weight to geopolitical topics (56.3%) than energy (22.0%) and environmental topics (21.7%). (2) When assessing carbon neutrality, Bilibili users considered geopolitical (53.8%) and energy factors (15.8%) more heavily than factors related to the class (9.2%), economy (8.9%), environment (8.7%), and definition (3.6%). (3) More Bilibili users had negative (64.6%) attitudes towards carbon neutrality, with only a small portion of them expressing positive (26.8%) and neutral (8.6%) attitudes. (4) Negative attitudes towards carbon neutrality were mainly driven by geopolitical concerns about the West's approach to China, other countries’ free-riding on China’s efforts and the West’s manipulation of rules, doubts about the feasibility of energy transition and suspicion of capitalists exploiting consumers through this concept. This research highlights the geopolitical concerns behind the environmental attitudes of Chinese people, deepening our understanding to psychological constructs and crisis sensitivity of Chinese people towards environmental issues.
author2 School of Social Sciences
author_facet School of Social Sciences
Zha, Yiru
format Article
author Zha, Yiru
author_sort Zha, Yiru
title How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
title_short How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
title_full How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
title_fullStr How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
title_full_unstemmed How Chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on Bilibili, a Chinese video sharing platform
title_sort how chinese online media users respond to carbon neutrality: a quantitative textual analysis of comments on bilibili, a chinese video sharing platform
publishDate 2023
url https://hdl.handle.net/10356/170096
_version_ 1779156500827078656