Mental health-related conversations on social media and crisis episodes: a time-series regression analysis

We aimed to investigate whether daily fluctuations in mental health-relevant Twitter posts are associated with daily fluctuations in mental health crisis episodes. We conducted a primary and replicated time-series analysis of retrospectively collected data from Twitter and two London mental healthca...

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Bibliographic Details
Published in:Scientific reports 2020-02, Vol.10 (1), p.1342, Article 1342
Main Authors: Kolliakou, Anna, Bakolis, Ioannis, Chandran, David, Derczynski, Leon, Werbeloff, Nomi, Osborn, David P. J., Bontcheva, Kalina, Stewart, Robert
Format: Article
Language:English
Subjects:
631/477/2811
692/700/478/174
Acute Disease
At risk populations
Crises
Depression - epidemiology
Depression - etiology
Depression - psychology
Fluctuations
Health care
Humanities and Social Sciences
Humans
London - epidemiology
Mental disorders
Mental Disorders - epidemiology
Mental Disorders - etiology
Mental Disorders - psychology
Mental health
Mental Health - statistics & numerical data
multidisciplinary
Regression Analysis
Retrospective Studies
Schizophrenia
Schizophrenia - epidemiology
Schizophrenia - etiology
Science
Science (multidisciplinary)
Social Media - statistics & numerical data
Social networks
Time Factors
Time series
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