Prospective associations of text‐message‐based sentiment with symptoms of depression, generalized anxiety, and social anxiety
Depression and Anxiety2022Vol. 39(12), pp. 794–804
Citations Over TimeTop 10% of 2022 papers
Caitlin A. Stamatis, Jonah Meyerhoff, Tingting Liu, Garrick Sherman, Haoxiang Wang, Tony Liu, Brenda Curtis, Lyle Ungar, David C. Mohr
Abstract
Language that confers both common (e.g., personal pronouns and negative emotion) and specific (e.g., affiliation, anticipation, trust, and anger) risk for affective disorders is perceptible in prior week text messages, holding promise for understanding cognitive-behavioral mechanisms and tailoring digital interventions.
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