ArticleBehavioral sciences (Basel, Switzerland)2025
Can ChatGPT Boost Students' Employment Confidence? A Pioneering Booster for Career Readiness.
Article in Behavioral sciences (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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
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Who cites it
2 citing papers in PubMed.
- How can the acceptance of artificial intelligence be transformed into employability? The sequential effect of a positive attitude toward artificial intelligence and career adaptability.Frontiers in psychology · 2026Article
- Perceptions of AI-based tools among polish medical university students.BMC medical education · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study examines the impact of ChatGPT on university students' employment confidence, utilizing comprehensive methodologies such as regression analysis, Inverse Probability Weighting (IPW), and Structural Equation Modeling (SEM). The results indicate that the regular use of ChatGPT significantly enhances students' confidence in securing employment, with stronger effects observed among undergraduate students and those in social sciences. Additionally, this study reveals that students' experience with ChatGPT plays a partial mediating role in this effect, underscoring the importance of user interaction in realizing the benefits of AI tools. These findings suggest that ChatGPT not only improves cognitive abilities and career-related knowledge but also boosts students' proactive job-seeking behaviors, fostering increased job market readiness. The implications are far-reaching, highlighting how AI tools can enhance career development support, particularly for students at earlier stages of their academic journey. As AI technologies continue to influence education, this study offers valuable insights into how such tools can effectively prepare students for the job market, potentially contributing to future research and shaping educational practices in ways that address employment challenges.
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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.