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Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study
For instance, Birnbaum et al [4] studied social media use among adolescents and young adults with psychotic and mood disorders and found that 97.5% of participants (mean age 18.3 years) regularly used social media, spending approximately 2.6 (SD 2.5) hours per day on the web.
JMIR Ment Health 2022;9(12):e39747
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Digital Technology in Psychiatry: Survey Study of Clinicians
JMIR Form Res 2022;6(11):e33676
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In general, this study draws on data from a larger study, some of which have been reported in the studies by Saha et al [30], Birnbaum et al [31], and Ernala et al [33]. In this study, the Facebook archives of a set of clinically diagnosed patients with mood disorder were downloaded following informed consent from the patients and after approval by the institutional review boards of the relevant institutions.
JMIR Ment Health 2021;8(11):e25455
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Specific to psychotic disorders and most relevant to our context, based on semistructured interviews with 112 psychotic disorder patients, in a work by Birnbaum et al [33], 80.7% (88/109) of patients were open to sharing their social media data with clinical researchers to explore how it can potentially inform their treatment.
JMIR Ment Health 2020;7(8):e16969
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Focusing on schizophrenia in particular, Birnbaum et al [29] studied how youth appropriated social media for seeking help around psychosis-related issues. Focusing on assessing the efficacy of awareness campaigns, Ayers et al [30] used the “Great American Smokeout” as a case study to observe cessation-related news reports and Twitter postings, and cessation-related help seeking via Google, Wikipedia, and government-sponsored quitlines.
J Med Internet Res 2017;19(5):e156
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