ArticlePNAS nexus2023
The
Article in PNAS nexus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
5 citing papers in PubMed, 31 citations in OpenAlex.
- Psychological inoculation improves resilience to and reduces willingness to share vaccine misinformation.Scientific reports · 2025Trial
- Misinformation interventions and online sharing behaviour: lessons learned from two pre-registered field studies.Royal Society open science · 2025Article
- Inoculation hesitancy: an exploration of challenges in scaling inoculation theory.Royal Society open science · 2024Article
- Assessing inoculation's effectiveness in motivating resistance to conspiracy propaganda in Finnish and United States samples.Frontiers in psychology · 2024Article
- How to "inoculate" against multimodal misinformation: A conceptual replication of Roozenbeek and van der Linden (2020).Scientific reports · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The proliferation of political mis/disinformation on social media has led many scholars to embrace "inoculation" techniques, where individuals are trained to identify the signs of low-veracity information prior to exposure. Coordinated information operations frequently spread mis/disinformation through inauthentic or "troll" accounts that appear to be trustworthy members to the targeted polity, as in Russia's attempts to influence the 2016 US presidential election. We experimentally tested the efficacy of inoculation against inauthentic online actors, using the
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.