Sacha Altay Profile picture
Jul 27 13 tweets 4 min read Twitter logo Read on Twitter
🚨 New paper in @MisinfoReview 🚨

We surveyed 150 experts on misinformation and identified areas of expert consensus regarding definitions of misinformation, its determinants, solutions, and the future of the field.



🧵 https://t.co/Jb55XpcJ4ymisinforeview.hks.harvard.edu/article/a-surv…
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1) Definitions

Experts defined misinformation as “False and misleading information” or “False and misleading information spread unintentionally”.

Qualitative experts were more likely to include intentionality in the definition than quantitative researchers. Image
Experts agreed that pseudoscience, conspiracy theories, lies, and deepfakes are misinformation, while satirical and parodical news are not.

There was less agreement and more variability between experts, regarding propaganda, rumors, hyperpartisan news, and clickbait headlines.
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2) Determinants

The most popular reason why people believe & share misinformation was partisanship.

Identity, confirmation bias, motivated reasoning & low trust in institutions also received high levels of agreement, while education and access to reliable news did not. Image
3) Debated topics

Experts agreed that social media platforms worsened the misinformation problem, and that people are exposed to more opposing viewpoints online than offline.

Experts were divided on whether misinformation has increased in the past ten years. Image
The most polarizing statement was that “misinformation played a decisive role in the outcome of the 2016 U.S. election”

Political scientists were skeptical of this claim (73% disagreed and 14% agreed) whereas psychologists were not (26% disagreed and 54% agreed). Image
4) Solutions

Experts agreed that current interventions against misinformation, such as media literacy, labeling, or fact-checking, would be effective if deployed in the wild and widely adopted by social media companies or institutions. Image
Experts were in favor of most system-level interventions against misinformation, such as platform design changes, algorithmic changes, content moderation, de-platforming, and stronger regulations, while they were against shadowbans. Image
5) Future of the field

Experts agreed that in the future, it will be important to collect more data outside of the US, do more interdisciplinary work, examine subtler forms of misinformation, study platforms other than Twitter and FB, and develop better theories & interventions. Image
Ultimately, we hope these findings can help policymakers and platforms to tackle misinformation more efficiently, journalists to have a more representative view of experts’ opinions on misinformation, and scientists to move the field forward.
In Appendix we report the results of the survey broken down by disciplines and methods experts use to study misinformation.

If you’re interested in playing with the data, everything you need should be here: . Ask me if it’s not.osf.io/jd9xf/
And of course thanks a lot to all the researchers of the misinfo community who took part in this survey (for free) 🙏🥰
And many thanks to my amazing co-authors @berriche_manon @farkasjohan @hen_drik @steverathje2 😊

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More from @Sacha_Altay

Jun 4, 2020
🚨 New preprint 🚨 With @hugoreasoning & Emma we identified a factor that could explain why people share news they suspect to be inaccurate (such as fake news): the ‘interestingness-if-true’ of a piece of news.

Check it out: psyarxiv.com/tdfh5/

1/10
Think about it: how interesting would it be if COVID-19 was effectively a bioweapon released by China? Or if the moon was populated by “bison, goats, unicorns, bipedal tail-less beavers and bat-like winged humanoids”?

2/10
The relevance of a piece of information is not only determined by its plausibility but also the effect it would have if it were true. As long as someone is not entirely sure that COVID-19 is not a bioweapon, it has some relevance, and thus some sharing value.

3/10
Read 10 tweets
Oct 13, 2019
Here is a thread with some key facts about fake news that we presented with @berriche_manon at the Festival of Science:

1/6
Fake news are consumed by a minority of internet users (whether it’s on Twitter or Facebook) and are shared by an even smaller minority (0.1%).

Sources:
ncbi.nlm.nih.gov/pubmed/30679368
advances.sciencemag.org/content/5/1/ea…
papers.ssrn.com/sol3/papers.cf…
science.sciencemag.org/content/363/64…
2/6
We are pretty good at detecting fake news and distinguishing unreliable sources from established sources such as The New York Times.

Sources:
papers.ssrn.com/sol3/papers.cf…
sciencedirect.com/science/articl…
3/6
Read 6 tweets

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