Identifying emerging mental illness utilizing search engine activity: A feasibility study

Mental illness often emerges during the formative years of adolescence and young adult development and interferes with the establishment of healthy educational, vocational, and social foundations. Despite the severity of symptoms and decline in functioning, the time between illness onset and receivi...

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Veröffentlicht in:PloS one 2020-10, Vol.15 (10), p.e0240820-e0240820
Hauptverfasser: Birnbaum, Michael L, Wen, Hongyi, Van Meter, Anna, Ernala, Sindhu K, Rizvi, Asra F, Arenare, Elizabeth, Estrin, Deborah, De Choudhury, Munmun, Kane, John M
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Sprache:eng
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Zusammenfassung:Mental illness often emerges during the formative years of adolescence and young adult development and interferes with the establishment of healthy educational, vocational, and social foundations. Despite the severity of symptoms and decline in functioning, the time between illness onset and receiving appropriate care can be lengthy. A method by which to objectively identify early signs of emerging psychiatric symptoms could improve early intervention strategies. We analyzed a total of 405,523 search queries from 105 individuals with schizophrenia spectrum disorders (SSD, N = 36), non-psychotic mood disorders (MD, N = 38) and healthy volunteers (HV, N = 31) utilizing one year's worth of data prior to the first psychiatric hospitalization. Across 52 weeks, we found significant differences in the timing (p
ISSN:1932-6203
1932-6203
DOI:10.1371/journal.pone.0240820