What the study found
The study found that parental AI investment behaviours were directly associated with students' engagement in AI-mediated informal digital learning of English (AI-IDLE). It also found indirect effects through children's perceived AI value and effort expectancy for AI, including a chain mediation pathway.
Why the authors say this matters
The authors conclude that the study extends Situational Expectancy-Value Theory to informal, self-regulated, technology-enhanced language learning contexts. They also say it highlights the role parents play in out-of-class learning and offers practical insights for guiding children to use AI tools for English proficiency development.
What the researchers tested
The researchers used a questionnaire survey with 2,346 primary and secondary school students in China. They analyzed the data with structural equation modelling to test direct effects and mediating effects between parental AI investment behaviours, perceived AI value, effort expectancy for AI, and AI-IDLE engagement.
What worked and what didn't
Parental AI investment behaviours were reported to promote AI-IDLE engagement directly. The study also found significant indirect effects through perceived AI value alone, effort expectancy for AI alone, and a chain mediation path involving both variables.
What to keep in mind
The abstract does not describe specific limitations. The study reports associations from a questionnaire survey of students in China, so the summary available here does not provide information about causation or broader generalizability.
Key points
- Parental AI investment behaviours were directly linked to higher AI-IDLE engagement.
- Perceived AI value mediated the relationship between parental AI investment and AI-IDLE engagement.
- Effort expectancy for AI also mediated the relationship.
- A chain mediation pathway through perceived AI value and effort expectancy for AI was found.
- The study surveyed 2,346 primary and secondary school students in China.
Disclosure
- Research title:
- Parental AI investment is linked to greater AI-mediated English learning
- Authors:
- Honggang Liu
- Institutions:
- Soochow University
- Publication date:
- 2026-02-02
- DOI:
- 10.1002/jcal.70198
- OpenAlex record:
- View
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