IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v200y2024ics004016252300882x.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016252300882X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.123197?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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).
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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).
    10. 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).
    11. 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).
    12. 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.
    13. 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.
    14. 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).
    15. 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.
    16. 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).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shuqair, Saleh & Filieri, Raffaele & Viglia, Giampaolo & Mattila, Anna S. & Costa Pinto, Diego, 2024. "Leveraging online selling through social media influencers," Journal of Business Research, Elsevier, vol. 171(C).
    2. Wong, Amy & Wei, Joicey, 2023. "Persuasive cues and reciprocal behaviors in influencer-follower relationships: The mediating role of influencer defense," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    3. Ren, Shengnan & Karimi, Sahar & Bravo Velázquez, Alberto & Cai, Jianfeng, 2023. "Endorsement effectiveness of different social media influencers: The moderating effect of brand competence and warmth," Journal of Business Research, Elsevier, vol. 156(C).
    4. Alcántara-Pilar, Juan Miguel & Rodriguez-López, María Eugenia & Kalinić, Zoran & Liébana-Cabanillas, Francisco, 2024. "From likes to loyalty: Exploring the impact of influencer credibility on purchase intentions in TikTok," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    5. Olivier Boiral & Marie‐Christine Brotherton & Léo Rivaud & David Talbot, 2022. "Comparing the uncomparable? An investigation of car manufacturers' climate performance," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2213-2229, July.
    6. Zhang, Jiekuan, 2023. "Emissions trading scheme and energy consumption and output structure: Evidence from China," Renewable Energy, Elsevier, vol. 219(P1).
    7. Aristovnik, Aleksander & Yang, Guo-liang & Song, Yao-yao & Ravšelj, Dejan, 2023. "Industrial performance of the top R&D enterprises in world-leading economies: A metafrontier approach," Socio-Economic Planning Sciences, Elsevier, vol. 89(C).
    8. Antioco, Michael & Coussement, Kristof & Fletcher-Chen, Chavi Chi-Yun & Prange, Christiane, 2023. "What's in a word? Adopting a linguistic-style analysis of western MNCs’ global press releases," Journal of World Business, Elsevier, vol. 58(2).
    9. Jiang, Kan & Zheng, Junyuan & Luo, Shaohua, 2024. "Green power of virtual influencer: The role of virtual influencer image, emotional appeal, and product involvement," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    10. Song, Yuegang & Zhang, Bicheng & Wang, Jianhua & Kwek, Keh, 2022. "The impact of climate change on China's agricultural green total factor productivity," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    11. Li, Zhitao & Tang, Jinjun & Zhao, Chuyun & Gao, Fan, 2023. "Improved centrality measure based on the adapted PageRank algorithm for urban transportation multiplex networks," Chaos, Solitons & Fractals, Elsevier, vol. 167(C).
    12. Samar Ben Romdhane & Sang Lee & Salem Al-Shaebi, 2023. "Enhancing Sustainability Communication among UAE’s Higher Education Students: The Relationship between Sustainable Living Knowledge and Intention to Live Sustainably," Sustainability, MDPI, vol. 15(15), pages 1-14, August.
    13. Barta, Sergio & Belanche, Daniel & Fernández, Ana & Flavián, Marta, 2023. "Influencer marketing on TikTok: The effectiveness of humor and followers’ hedonic experience," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    14. Suo, Qi & Guo, Jin-Li & Shen, Ai-Zhong, 2018. "Information spreading dynamics in hypernetworks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 495(C), pages 475-487.
    15. András Szeberényi & Tomasz Rokicki & Árpád Papp-Váry, 2022. "Examining the Relationship between Renewable Energy and Environmental Awareness," Energies, MDPI, vol. 15(19), pages 1-25, September.
    16. Lee, Michael T. & Raschke, Robyn L. & Krishen, Anjala S., 2023. "Understanding ESG scores and firm performance: Are high-performing firms E, S, and G-balanced?," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    17. Zafar, Abaid Ullah & Shahzad, Mohsin & Ashfaq, Muhammad & Shahzad, Khuram, 2023. "Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    18. Elisabeth Eide & Risto Kunelius, 2021. "Voices of a generation the communicative power of youth activism," Climatic Change, Springer, vol. 169(1), pages 1-20, November.
    19. Andonopoulos, Vasiliki & Lee, Jenny (Jiyeon) & Mathies, Christine, 2023. "Authentic isn't always best: When inauthentic social media influencers induce positive consumer purchase intention through inspiration," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    20. Keyan Zheng & Fagang Hu & Yaliu Yang, 2023. "Data-Driven Evaluation and Recommendations for Regional Synergy Innovation Capability," Sustainability, MDPI, vol. 15(14), pages 1-21, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:200:y:2024:i:c:s004016252300882x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.