Predictors of depression outcomes among university students following brief smartphone-based interventions

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This study analyzes predictors of depression remission and response among 1,282 Australian university students participating in a brief, smartphone-based intervention trial. The research identifies baseline factors such as depression severity, quality of life, and credibility as modest predictors of outcomes across various self-guided modules. The resource is primarily intended for researchers or clinicians interested in the efficacy and predictive variables of digital mental health interventions.

ID
c728b01c66a14a41
Source org
PubMed Central
Author
Xuanchen Liu (Black Dog Institute), WuYi Zheng (Black Dog Institute), Leonard Hoon (Deakin University), Sunil Gupta (Deakin University), Svetha Venkatesh (Deakin University), Helen Christensen (Black Dog Institute), Jill Newby (Black Dog Institute), Alexis E. Whitton (Black Dog Institute), Alexis E. Whitton (Black Dog Institute), Akash Agarwal (Deakin University), Joshua Asbury (Deakin University), Joanne R. Beames (KU Leuven), Julian Berk (Deakin University), Stuart Cameron (Deakin University), Henry Cutler (Macquarie University), Omar Dabash (The University of Melbourne), Joost Funke Kupper (Deakin University), Jin Han (New York University Shanghai), Kit Huckvale (The University of Melbourne), Stefanus Kurniawan (Deakin University), Rena Logothetis (Deakin University), Andrew Mackinnon (Black Dog Institute), Kon Mouzakis (Deakin University), Simon Rosenbaum (UNSW Sydney), Artur Shvetcov (The University of Sydney)
Published
2026-04-17
OA status
diamond
DOI
10.1038/s44184-026-00208-3
PMID
Not recorded
PMCID
Not recorded
Citations
0

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BibTeX

@article{allodium:c728b01c66a14a41,
  title = {Predictors of depression outcomes among university students following brief smartphone-based interventions},
  author = {Xuanchen Liu and WuYi Zheng and Leonard Hoon and Sunil Gupta and Svetha Venkatesh and Helen Christensen and Jill Newby and Alexis E. Whitton and Alexis E. Whitton and Akash Agarwal and Joshua Asbury and Joanne R. Beames and Julian Berk and Stuart Cameron and Henry Cutler and Omar Dabash and Joost Funke Kupper and Jin Han and Kit Huckvale and Stefanus Kurniawan and Rena Logothetis and Andrew Mackinnon and Kon Mouzakis and Simon Rosenbaum and Artur Shvetcov},
  year = {2026},
  journal = {PubMed Central},
  doi = {10.1038/s44184-026-00208-3},
  url = {https://doi.org/10.1038/s44184-026-00208-3}
}

RIS

TY  - JOUR
TI  - Predictors of depression outcomes among university students following brief smartphone-based interventions
AU  - Liu, Xuanchen
AU  - Zheng, WuYi
AU  - Hoon, Leonard
AU  - Gupta, Sunil
AU  - Venkatesh, Svetha
AU  - Christensen, Helen
AU  - Newby, Jill
AU  - Whitton, Alexis E.
AU  - Whitton, Alexis E.
AU  - Agarwal, Akash
AU  - Asbury, Joshua
AU  - Beames, Joanne R.
AU  - Berk, Julian
AU  - Cameron, Stuart
AU  - Cutler, Henry
AU  - Dabash, Omar
AU  - Kupper, Joost Funke
AU  - Han, Jin
AU  - Huckvale, Kit
AU  - Kurniawan, Stefanus
AU  - Logothetis, Rena
AU  - Mackinnon, Andrew
AU  - Mouzakis, Kon
AU  - Rosenbaum, Simon
AU  - Shvetcov, Artur
PY  - 2026
PB  - PubMed Central
DO  - 10.1038/s44184-026-00208-3
UR  - https://doi.org/10.1038/s44184-026-00208-3
ER  -

APA

Liu, X., Zheng, W., Hoon, L., Gupta, S., Venkatesh, S., Christensen, H., Newby, J., Whitton, A. E., Whitton, A. E., Agarwal, A., Asbury, J., Beames, J. R., Berk, J., Cameron, S., Cutler, H., Dabash, O., Kupper, J. F., Han, J., Huckvale, K., Kurniawan, S., Logothetis, R., Mackinnon, A., Mouzakis, K., Rosenbaum, S., & Shvetcov, A. (2026). Predictors of depression outcomes among university students following brief smartphone-based interventions. PubMed Central. https://doi.org/10.1038/s44184-026-00208-3

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