Leveraging artificial intelligence to identify the psychological factors associated with conspiracy theory beliefs online DOI Creative Commons
Jonas R. Kunst, Aleksander B. Gundersen, Izabela Krysińska

et al.

Nature Communications, Journal Year: 2024, Volume and Issue: 15(1)

Published: Aug. 29, 2024

Given the profound societal impact of conspiracy theories, probing psychological factors associated with their spread is paramount. Most research lacks large-scale behavioral outcomes, leaving related to actual online support for theories uncertain. We bridge this gap by combining self-reports 2506 Twitter (currently X) users machine-learning classification whether textual data from 7.7 million social media engagements throughout pandemic supported six common COVID-19 theories. assess demographic factors, political alignment, derived theory reasoned action, and individual differences. Here, we show that being older, self-identifying as very left or right on spectrum, believing in false information constitute most consistent risk factors; denialist tendencies, confidence one's ability spot misinformation, conservativism are positively one theory. Combining artificial intelligence analyses big self-report surveys can effectively identify validate phenomena evident behaviors.

Language: Английский

Counteracting disinformation among young people. Psychometric properties of the disinformation bystander intervention model scale, demographic differences, and associations with empathy DOI
Sebastian Wachs,

Maxime Kops,

Estíbaliz Mateos‐Pérez

et al.

Computers in Human Behavior Reports, Journal Year: 2025, Volume and Issue: 18, P. 100671 - 100671

Published: April 10, 2025

Language: Английский

Citations

0

When reality knocks on the door. The effect of conspiracy beliefs on COVID-19 vaccine acceptance and the moderating role of experience with the virus DOI Creative Commons
Ádám Stefkovics, Péter Krekó, Júlia Koltai

et al.

Social Science & Medicine, Journal Year: 2024, Volume and Issue: 356, P. 117149 - 117149

Published: July 20, 2024

Prior research suggests that belief in conspiracy theories can reduce the willingness of individuals to get vaccinated during COVID-19 pandemic. Examining factors may moderate this negative effect is an important area research. The objective study was examine relationship between vaccine uptake and two types beliefs (COVID-19 vaccine-related) moderating role direct indirect experiences with coronavirus. We draw on nationally representative survey data collected Hungary January 2022 (N=1000, 47% male, 53% female; mean age 49.6 years). Structural equation models multi-group analysis were performed. Conspiracy strongly associated uptake, however, both virus moderated beliefs. Individuals who experienced a serious infection or reported close person being infected by developed severe symptoms even died less likely take seriously when deciding about their own vaccination. In out four tested moderation effects, experience reduced Our findings demonstrate personal real-life significantly mitigate impact hesitancy, highlighting importance evidence overcoming misinformation increasing uptake. Nevertheless, it mention our results are preliminary, future studies need replicate test robustness.

Language: Английский

Citations

2

The role of perceived minority-group status in the conspiracy beliefs of factual majority groups DOI Creative Commons
Aleksander B. Gundersen, Sander van der Linden, Michał Piksa

et al.

Royal Society Open Science, Journal Year: 2023, Volume and Issue: 10(10)

Published: Oct. 1, 2023

Research suggests that minority-group members sometimes are more susceptible to misinformation. Two complementary studies examined the influence of perceived minority status on susceptibility misinformation and conspiracy beliefs. In study 1 (n = 2140), perception belonging a group, rather than factually it, was most consistently related with an increased COVID-19 across national samples from USA, UK, Germany Poland. Specifically, perceiving one belongs gender group particularly predicted when participants did not belong it. pre-registered 2 1823), experiment aiming manipulate perceptions men failed beliefs in direction. However, correlational analyses showed who view themselves as were prone exhibited heightened mentality. This effect correlationally mediated by feelings system identity threat, collective narcissism, relative deprivation actively open-minded thinking. Especially, being terms power (as compared numerically) linked these outcomes. We discuss limitations practical implications for countering

Language: Английский

Citations

4

Leveraging artificial intelligence to identify the psychological factors associated with conspiracy theory beliefs online DOI Creative Commons
Jonas R. Kunst, Aleksander B. Gundersen, Izabela Krysińska

et al.

Nature Communications, Journal Year: 2024, Volume and Issue: 15(1)

Published: Aug. 29, 2024

Given the profound societal impact of conspiracy theories, probing psychological factors associated with their spread is paramount. Most research lacks large-scale behavioral outcomes, leaving related to actual online support for theories uncertain. We bridge this gap by combining self-reports 2506 Twitter (currently X) users machine-learning classification whether textual data from 7.7 million social media engagements throughout pandemic supported six common COVID-19 theories. assess demographic factors, political alignment, derived theory reasoned action, and individual differences. Here, we show that being older, self-identifying as very left or right on spectrum, believing in false information constitute most consistent risk factors; denialist tendencies, confidence one's ability spot misinformation, conservativism are positively one theory. Combining artificial intelligence analyses big self-report surveys can effectively identify validate phenomena evident behaviors.

Language: Английский

Citations

0