Table 6 Evidence assessments for four claims on culture, politics and misinformation

From: A synthesis of evidence for policy from behavioural science during COVID-19

Claim (number)

Evidence

Level

Direction

Effect size

Summary of evidence

Cultures accustomed to prioritizing freedom over security may also have more difficulty coordinating in the face of a pandemic (12)

Clear correlational evidence for an effect in different contexts and on different levels. Studies differ in the cultural dimensions assessed, including freedom–security, tightness–looseness and collectivism–individualism

Widely tested in real-world settings or field studies

Positive

Medium

Articles reviewed: 34

Sample range: 384–910,006

Average review time: 18 h (spread over 3–14 days)

Mean sample: 64,641.8

Median sample: 3,569.5

Preparing people for misinformation and ensuring they have accurate information and counterarguments against false information before they encounter conspiracy theories, fake news or other forms of misinformation can help to inoculate them against false information (9)

The application of this claim shows robust positive effects in online experiments and real-world applications, although effect sizes vary. Meta-analytic assessments of the effectiveness of the interventions exist

Replicated real-world or field study evidence

Positive

Medium

Articles reviewed: 60

Sample range: 102–33,480

Average review time: 15 h (spread over 3–6 days)

Mean sample: 4,340.9

Median sample: 1,554

Unmitigated political polarization will disrupt or create other negative effects on attempts to minimize or end the pandemic (14)

Robust findings for the effects of polarization in survey studies, but very few studies including manipulation or intervention. Context is very focused on the USA

Replicated real-world or field study evidence

Positive

Medium

Articles reviewed: 54

Sample range: 235–447,332

Average review time: 10 h (spread over 2–4 days)

Mean sample: 26,389.5

Median sample: 3,145.5

Fake news, conspiracy theories and misinformation will have a negative effect on vaccine hesitancy (13)a

Consistent evidence from survey data and correlational evidence for the claim indicating small-to-medium effect sizes

Empirical evidence (such as surveys, laboratory experiments and controlled settings)

Positive

Medium

Articles reviewed: 60

Sample range: 104–26,576

Average review time: 16 h

(spread over 3–14 days)

Mean sample: 5,041.9

Median sample: 2,220

  1. Overview of ratings and assessments for four claims (9, 12, 13 and 14). Note that the summaries of sample sizes included any studies that included evidence and a rating, irrespective of overall influence on summary assessment. Articles may be double-counted if they were directly relevant for multiple claims. aThe use of 'negative effect' here may create confusion for the intended meaning of claim 13; this is clarified in the Supplementary Information section “Notes for specific claims”.