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borrows the logic of a vaccine: show people a weakened version of a manipulation technique before they meet the real thing. Dozens of experiments have tried it with misinformation. What stayed unclear is whether it sharpens the line between false and true, or just makes everyone more suspicious.

Tested in people

It works, and the suspicion is real too. Across with 42,530 subjects, inoculation lowered how credible people found misinformation, with a of d = -0.36. The reviewers report improved overall, which is the measure that separates sharper judgement from blanket doubt.

The prevalence of misinformation poses a substantial threat to everyday life, which has pushed researchers toward remedies applied before exposure rather than after. One promising strategy is psychological inoculation, which pre-emptively immunizes individuals against misinformation attacks.

Uncertainty remained about what it actually buys. The open question was whether inoculation enhances the capacity to differentiate between misinformation and real information, or merely lowers trust in everything.

The review set out to separate those. Following PRISMA guidelines, the authors searched four databases for empirical studies based on inoculation theory. They examined credibility assessment of both false and real information, sharing intention for both, and the discernment scores that compare them.

The pooled evidence rests on forty-two independent studies with tens of thousands of subjects between them. Inoculation effectively reduced the credibility assessment given to misinformation, and the authors conclude that it enhanced the ability to discern real from false. Moderator analyses covered intervention strategy, type, theme, measurement time, team and design.

wat. A weakened dose of the trick first, and the real trick lands softer.

wat wat

Anything that teaches people to distrust everything is not a remedy, so discernment rather than scepticism is the outcome worth measuring.

How do we know?

Lu and colleagues followed PRISMA guidelines, searched Web of Science, APA PsycINFO, Proquest and PubMed for empirical studies built on inoculation theory, and pooled the outcomes with moderator analyses.

Tested in peopleReview or meta-analysis

What is still unknown

Most of the underlying studies measure judgement minutes after the intervention, not months later.

Learn something?

Lu et al., Journal of Medical Internet Research· 2023· DOI 10.2196/49255

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