mlsanityData to 14 Oct 2026

Promoting Reliable Knowledge about Climate Change: A Systematic Review of Effective Measures to Resist Manipulation on Social Media

arXiv 2410.23814 ↗First posted 31 Oct 2024cs.CY cs.SI physics.soc-phcited by 1

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Abstract (arXiv)

We present a systematic review of peer-reviewed research into ways to mitigate manipulative information about climate change on social media. Such information may include disinformation, harmful influence campaigns, or the unintentional spread of misleading information. We find that commonly recommended approaches to addressing manipulation about climate change include corrective information sharing and education campaigns targeting media literacy. However, most relevant research fails to test the approaches and interventions it proposes. We locate research gaps that include the lack of attention to large commercial and political entities involved in generating and disseminating manipulation, video- and image-focused platforms, and computational methods to collect and analyze data. Evidence drawn from many studies demonstrates an emerging consensus about policies required to promote reliable knowledge about climate change and resist manipulation.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 31 Oct 2024.

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