Predictors of depression outcomes among university students following brief smartphone-based interventions.
Liu X; Zheng W; Hoon L; Gupta S; Venkatesh S; Christensen H; Newby J; Whitton AE · 2026 · Npj mental health research
WASTE classifies this as Negative / Null Result Report · AI classification, approximate
The study found no significant effect — useful as a negative control or null benchmark for your own design.
Abstract (excerpt)
Smartphone-delivered interventions offer a scalable solution for university students experiencing depression, yet outcomes remain inconsistent. This study examined predictors of depression remission and response in the AI-enhanced Vibe Up…
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Metadata source: Europe PMC · DOI 10.1038/s44184-026-00208-3