Does AI anxiety erase gender gaps in AI attitudes?
In 335 adults, women reported more AI anxiety and less positive AI adoption; high anxiety reduced the usual gender gap in attitudes.
Source
Gender differences in artificial intelligence: the role of artificial intelligence anxiety
Study at a glance
- Design
- Cross-sectional — Online survey with MANOVA and gender×AI-anxiety moderation on attitudes
- N
- N=335 · Adults completing anonymous self-report measures
- Population
- Adult online questionnaire respondents (52.2% women; mean age ~30)
- Outcome
- AI anxiety, attitudes, use, and perceived knowledge; gender differences and moderation
Structured fields used in claim comparison tables when every cited study has a complete layer.
What they did
Collected self-report AI anxiety, attitudes, use, and knowledge; tested multivariate gender differences and a moderation model.
What they found
Women higher anxiety / lower attitudes-use-knowledge; anxiety negatively predicted attitudes; interaction: low anxiety → women less positive than men; high anxiety → gaps less evident (“leveler”).
The limits
What it doesn't show
Causal anxiety reduction trials, or that biological sex is the only driver versus gendered experience/stereotypes.
Key terms
- AI anxiety
- Fear/unease about artificial intelligence technologies.
- Positive attitudes toward AI
- Favorable evaluations of AI usefulness/acceptability.
- Gender digital gap
- Unequal tech access, skills, or adoption by gender.
- Moderation
- Effect of gender on attitudes depends on anxiety level.
- MANOVA
- Multivariate test of group differences across outcomes.
- Leveler
- Authors’ claim that high anxiety shrinks gender attitude gaps.
Flashcards
Research intelligence for this paper
See its role on concept claims, tensions it is part of, placement history, and related discoveries.
Quiz yourself
Who reported higher AI anxiety?
Common questions
N?
335 adults.
Women vs men?
Higher anxiety; lower attitudes/use/knowledge.
Interaction?
High anxiety levels gender gaps.
Method?
Online survey + MANOVA/moderation.
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