ArticleJournal of psychopathology and clinical science2023
Capturing mood dynamics through adolescent smartphone social communication.
Article in Journal of psychopathology and clinical science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
21 citing papers in PubMed, 13 citations in OpenAlex.
- Engagement, Acceptability, and Effectiveness of the Self-Care and Coach-Supported Versions of the Vira Digital Behavior Change Platform Among Young Adults at Risk for Depression and Obesity: Pilot Randomized Controlled Trial.JMIR mental health · 2024Trial
- Pro-inflammatory markers interact with spontaneous theta oscillations to predict depression among adolescents.Brain, behavior, and immunity · 2026Article
- Fine-tuning large language models for detecting negative self-referential language in smartphone text among youth with depression.Journal of psychopathology and clinical science · 2026Article
- Identifying suicide-related language in smartphone keyboard entries among high-risk adolescents.NPJ digital medicine · 2026Article
- Emotion-Processing Biases and Neural Connectivity in Remitted Major Depressive Disorder among Adolescents.Clinical psychological science : a journal of the Association for Psychological Science · 2026Article
- Smartphone language and resting-state EEG indicators of self-focused attention prospectively predict major depressive disorder risk in adolescents.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- A multilevel meta-analysis of passive smartphone sensing of adolescent mental health.NPJ digital medicine · 2026Article
- In their own words: case studies of adolescent smartphone language preceding suicide-related hospitalizations.NPP - digital psychiatry and neuroscience · 2026Article
- Affective language and transdiagnostic symptom burden in clinically referred adolescents: a multicenter Turkish sentence-completion study.Frontiers in psychology · 2026Article
- Forging Online Community Among People in Recovery From Substance Use: Natural Language Processing and Deep-Learning Analysis of The Phoenix App User-Generated Data.JMIR mHealth and uHealth · 2025Article
- Identifying Time-Variant Predictors of Interest in Completing Brief Digital Mental Health Interventions Among Adult Survivors of Cancer: Ecological Momentary Assessment Study.JMIR mHealth and uHealth · 2025Observational
- EEG-based brain connectivity and sentiment analysis from smartphone social communication: insights into remitted major depressive disorder among adolescents.NPP - digital psychiatry and neuroscience · 2025Article
- Testing the feasibility of passive sensing among adolescents: Implications for mental health.Journal of psychopathology and clinical science · 2025Article
- A longitudinal study of objective dating app usage and its relation to mental health in adolescents.Journal of psychopathology and clinical science · 2025Article
- Longitudinal invariance of the Children's Depression Rating Scale-Revised in adolescents.Psychological assessment · 2025Article
- Individual-Specific Animated Profiles of Mental Health.Perspectives on psychological science : a journal of the Association for Psychological Science · 2025Article
- Using Smartphone GPS Data to Detect the Risk of Adolescent Suicidal Thoughts and Behaviors.JAMA network open · 2025Article
- Identifying factors impacting missingness within smartphone-based research: Implications for intensive longitudinal studies of adolescent suicidal thoughts and behaviors.Journal of psychopathology and clinical science · 2024Article
- Detecting adolescent depression through passive monitoring of linguistic markers in smartphone communication.Journal of child psychology and psychiatry, and allied disciplines · 2024Article
- The effects of family support and smartphone-derived homestay on daily mood and depression among sexual and gender minority adolescents.Journal of psychopathology and clinical science · 2024Article
Corrections and comments
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Authors and funding
11 authors at 3 institutions in 2 countries.
Funding
Abstract
Most adolescents with depression remain undiagnosed and untreated-missed opportunities that are costly from both personal and public health perspectives. A promising approach to detecting adolescent depression in real-time and at a large scale is through their social communication on the smartphone (e.g., text messages, social media posts). Past research has shown that language from online social communication reliably indicates interindividual differences in depression. To move toward detecting the emergence of depression symptoms intraindividually, the present study tested whether sentiment (i.e., words connoting positive and negative affect) from smartphone social communication prospectively predicted daily mood fluctuations in 83 adolescents (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.