Not All Nudges Land: Behavioral Controllability and Elaboration Quality in AI-Supported Journaling

Nadia Mehjabin, Henry Kautz, Subigya Nepal

AI journaling tools can tailor prompts to a person's own sensed behavior, but it is unclear which behaviors respond to them. We analyzed 369 journal entries from an eight-week pass…