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Review Open access Aug 2026

Beyond Positive or Negative: Latent Profiles of University Students’ AI Attitude and Their Career-Development Correlates

Artificial intelligence (AI) can be appraised simultaneously as useful, capable, threatening, and demanding. Yet research typically treats attitudes toward AI as a single favorable-unfavorable continuum, obscuring how these evaluations coexist within individuals. Using a three-wave, time-lagged survey of 379 first-year...

Hong-Feng Song, An-Qi Hu, Xue-Yan Li · 0 citations

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