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Social network platforms and climate change in China: Evidence from TikTok

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  • Sun, Yunpeng
  • Jia, Ruoya
  • Razzaq, Asif
  • Bao, Qun

Abstract

The actions and policies enacted by today's youth hold profound implications for future generations, underscoring their pivotal role in advocating for climate issues. Younger cohorts exhibit heightened concern regarding climate change and are highly visible on social media platforms. Hence, this study aims to delineate the portrayal of climate-related news and disasters on TikTok. The research draws upon fifty TikTok accounts focused on climate-related content. Employing social network analysis, PageRank, and Superedge Rank methodologies, this investigation evaluates how TikTok users—called TikTokers—address climate change and its impact on social media. The assessment scrutinizes climate-related news, disasters, and the resultant networks to gauge the influence wielded by social influencers in disseminating messages. Results reveal that among the four key entities—internet influencers, government, scientists, and producers—internet influencers exert the most substantial influence on climate change news dissemination on TikTok, while the government plays an influential role in climate disasters. Like other social media platforms, TikTok is a valuable arena for gauging public sentiment on critical health concerns like global warming. Nonetheless, ensuring the reliability and depth of messages shared on TikTok necessitates the presence of credible experts who can deliver comprehensive and scientifically sound information within the platform's time constraints.

Suggested Citation

  • Sun, Yunpeng & Jia, Ruoya & Razzaq, Asif & Bao, Qun, 2024. "Social network platforms and climate change in China: Evidence from TikTok," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  • Handle: RePEc:eee:tefoso:v:200:y:2024:i:c:s004016252300882x
    DOI: 10.1016/j.techfore.2023.123197
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    1. María Teresa Ballestar & Jorge Sainz, 2020. "A Tale of Two Social Influencers: A New Method for the Evaluation of Social Marketing," Springer Proceedings in Business and Economics, in: Francisco J. Martínez-López & Steven D'Alessandro (ed.), Advances in Digital Marketing and eCommerce, pages 80-90, Springer.
    2. Leal Filho, Walter & Wall, Tony & Rui Mucova, Serafino Afonso & Nagy, Gustavo J. & Balogun, Abdul-Lateef & Luetz, Johannes M. & Ng, Artie W. & Kovaleva, Marina & Safiul Azam, Fardous Mohammad & Alves,, 2022. "Deploying artificial intelligence for climate change adaptation," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    3. Jiang, Sijian & Deng, Xiangzheng & Liu, Gang & Zhang, Fan, 2021. "Climate change-induced economic impact assessment by parameterizing spatially heterogeneous CO2 distribution," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    4. Daniele Brombal, 2017. "Accuracy of Environmental Monitoring in China: Exploring the Influence of Institutional, Political and Ideological Factors," Sustainability, MDPI, vol. 9(3), pages 1-18, February.
    5. Wei, Yigang & Gong, Ping & Zhang, Jianhong & Wang, Li, 2021. "Exploring public opinions on climate change policy in "Big Data Era"—A case study of the European Union Emission Trading System (EU-ETS) based on Twitter," Energy Policy, Elsevier, vol. 158(C).
    6. Fine F. Leung & Flora F. Gu & Robert W. Palmatier, 2022. "Online influencer marketing," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 226-251, March.
    7. Lee, Michael T. & Theokary, Carol, 2021. "The superstar social media influencer: Exploiting linguistic style and emotional contagion over content?," Journal of Business Research, Elsevier, vol. 132(C), pages 860-871.
    8. Agryzkov, Taras & Tortosa, Leandro & Vicent, Jose F., 2016. "New highlights and a new centrality measure based on the Adapted PageRank Algorithm for urban networks," Applied Mathematics and Computation, Elsevier, vol. 291(C), pages 14-29.
    9. Heejin Han & Sang Wuk Ahn, 2020. "Youth Mobilization to Stop Global Climate Change: Narratives and Impact," Sustainability, MDPI, vol. 12(10), pages 1-23, May.
    10. Colin D. Butler, 2018. "Climate Change, Health and Existential Risks to Civilization: A Comprehensive Review (1989–2013)," IJERPH, MDPI, vol. 15(10), pages 1-21, October.
    11. Jian-Wei Wang & Li-Li Rong & Qiu-Hong Deng & Ji-Yong Zhang, 2010. "Evolving hypernetwork model," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 77(4), pages 493-498, October.
    12. Geels, Frank W. & Ayoub, Martina, 2023. "A socio-technical transition perspective on positive tipping points in climate change mitigation: Analysing seven interacting feedback loops in offshore wind and electric vehicles acceleration," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    13. Curtis Martin & Bertrum H MacDonald, 2020. "Using interpersonal communication strategies to encourage science conversations on social media," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-32, November.
    14. Puertas, Rosa & Carracedo, Patricia & Garcia−Mollá, Marta & Vega, Virginia, 2022. "Analysis of the determinants of market capitalisation: Innovation, climate change policies and business context," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    15. Goyal, Manish Kumar & Gupta, Anil Kumar & Jha, Srinidhi & Rakkasagi, Shivukumar & Jain, Vijay, 2022. "Climate change impact on precipitation extremes over Indian cities: Non-stationary analysis," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    16. Lomborg, Bjorn, 2020. "Welfare in the 21st century: Increasing development, reducing inequality, the impact of climate change, and the cost of climate policies," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
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