Profiling Faculty Adoption of Generative AI: A Latent Profile Analysis of Platform Engagement and Inferred Drivers
This study utilizes Latent Profile Analysis on objective platform log data from 358 faculty members to identify two distinct Generative AI usage profiles—"Teaching-Assistance" and "Research-Support"—thereby bridging the gap between self-reported intentions and actual behaviors to inform differentiated institutional support strategies.