Peer-Reviewed Publication
J Psychopathol Clin Sci2026;135(7):922-932.October 1, 2026Journal Article

Using smartphone surveys to predict next-week suicide attempts.

Matthew K Nock1, Evan M Kleiman2, Kate H Bentley1, Rebecca G Fortgang1, Alexander J Millner1, Kelly L Zuromski1, Adam Bear1, Alexis Christie1, Merryn Daniel1, Dylan DeMarco1, Lia Follet1, Flynn Kelly1, Hope Neveux1, Onyinye Obi-Obasi1, Jordyn R Ricard1, Narise Ramlal1, Tida Tambedou1, Yaniv Yacoby1, Suzanne A Bird3, Ralph Buonapane4, Abigail Donovan3, Patrick Mair1, Jukka-Pekka Onnela5, Rosalind Picard6, Jordan W Smoller3
1Department of Psychology, Harvard University.
2Department of Psychology, Rutgers University.
3Department of Psychiatry, Massachusetts General Hospital.
4Franciscan Children's/Boston Children's Hospital.
5Department of Epidemiology, Harvard T.H. Chan School of Public Health.
6MIT Media Lab.

Abstract

Clinicians are tasked with predicting and preventing suicidal behavior among their patients; however, there is currently no method for accurately predicting whether a person will make a suicide attempt (SA) in the near future. We tested whether brief, smartphone-based surveys, combined with passively collected survey metadata, could predict the occurrence of suicidal behavior over the next 7 days…

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