ArticleJournal of medical Internet research2020
Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study.
Article in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 290 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Effects of an Intervention Among University Student to Promote Physical Activity and Reduce the Sedentary Time During COVID-19 Pandemic
A Study Protocol on Peer Digital Acceset (PDA): A Randomized Controlled Trial to Translate Online Peer Support for Youth Mental Well-being
Implementing Digital Peer Support Training for Adolescent Mental Health: Study Protocol For A Type III Hybrid Randomized Controlled Trial
Who cites it
290 citing papers in PubMed, 6 syntheses or guidelines pooled it, 772 citations in OpenAlex.
- A Health-Related Digital Ecological Momentary Assessment in Children (Aged 5- 11 Years): Systematic Review.Journal of medical Internet research · 2026Pooled it
- A systematic review of ecological momentary assessment in autism research.Autism : the international journal of research and practice · 2025Pooled it
- Digital Phenotyping for Stress, Anxiety, and Mild Depression: Systematic Literature Review.JMIR mHealth and uHealth · 2024Pooled it
- A systematic review of the mental health changes of children and young people before and during the COVID-19 pandemic.European child & adolescent psychiatry · 2023Pooled it
- The Psychological Well-Being of University Students amidst COVID-19 Pandemic: Scoping review, systematic review and meta-analysis.Sultan Qaboos University medical journal · 2022Pooled it
- COVID-19 news consumption and distress in young people: A systematic review.Journal of affective disorders · 2022Pooled it
- The effects of a sleep intervention in the early COVID-19 pandemic on insomnia and depressive symptoms: Results of a randomized controlled pilot study.Journal of psychiatric research · 2025Trial
- Effects of a remote, YouTube-delivered exercise intervention on young adults' physical activity, sedentary behavior, and sleep during the COVID-19 pandemic: Randomized controlled trial.Journal of sport and health science · 2022Trial
- Lessons learned from lockdown: how the COVID-19 pandemic revealed intersecting inequalities of mental health, well-being, and learning for first-year UK university students.International journal of qualitative studies on health and well-being · 2026Article
- Towards naturalistic social neuroscience: A multi-level framework integrating real-world phenotyping, neurobiology, and computational mechanisms.Cognitive, affective & behavioral neuroscience · 2026Review
- Patterns of Digital Media Engagement During Wartime and Their Associations With Stress, Resilience, and Well-Being: Cross-Sectional Survey Study.Journal of medical Internet research · 2026Article
- Mental Health and Alcohol Consumption Among University Students in the Post-Pandemic Context: An Exploratory Cross-Sectional Study in Portugal.Healthcare (Basel, Switzerland) · 2026Article
- Recovery-phase symptoms after COVID-19 infection and anxiety levels among college students.Frontiers in psychiatry · 2026Article
- A generative two-stage semantic intermediary framework for explainable mental health early warning in higher education.Frontiers in psychiatry · 2026Review
- COVID-19-related anxiety and sense of coherence associated with psychological distress among rural residents in Japan during the pandemic late phase.Environmental health and preventive medicine · 2026Article
- A machine learning approach with SHAP interpretability for classifying drug craving levels.Frontiers in public health · 2026Article
- Time Spent on Social Media Applications in Relation to Depressive Symptoms During Emerging Adulthood and the Mediating Role of Sleep Quality: Cross-Sectional Observational Study.Journal of medical Internet research · 2025Observational
- Personalised modelling of routine variability and affective states.NPJ digital medicine · 2025Article
- Comorbidity between body dissatisfaction and nicotine vaping among young adults in college: a daily diary study.Journal of American college health : J of ACH · 2025Article
- The Relationship Between Physical Activity and Mobile Phone Addiction in College Students: A Systematic Review and Meta-Analysis.Behavioral sciences (Basel, Switzerland) · 2025Review
230 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundThe vast majority of people worldwide have been impacted by coronavirus disease (COVID-19). In addition to the millions of individuals who have been infected with the disease, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggests that this can lead to profound behavioral and mental health changes; however, researchers are rarely able to track these changes with frequent, near-real-time sampling or compare their findings to previous years of data for the same individuals.
objectiveBy combining mobile phone sensing and self-reported mental health data among college students who have been participating in a longitudinal study for the past 2 years, we sought to answer two overarching questions. First, have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic compared to previous time periods? Second, are these behavior and mental health changes associated with the relative news coverage of COVID-19 in the US media?
methodsBehaviors such as the number of locations visited, distance traveled, duration of phone usage, number of phone unlocks, sleep duration, and sedentary time were measured using the StudentLife smartphone sensing app. Depression and anxiety were assessed using weekly self-reported ecological momentary assessments of the Patient Health Questionnaire-4. The participants were 217 undergraduate students, with 178 (82.0%) students providing data during the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term compared to previous terms in the same cohort were modeled using mixed linear models.
resultsDuring the first academic term impacted by COVID-19 (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001) relative to previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 term and the week of the academic term (linear and quadratic) were significant. In a mixed linear model, phone usage, number of locations visited, and week of the term were strongly associated with increased amount of COVID-19-related news. When mental health metrics (eg, depression and anxiety) were added to the previous measures (week of term, number of locations visited, and phone usage), both anxiety (P<.001) and depression (P=.03) were significantly associated with COVID-19-related news.
conclusionsCompared with prior academic terms, individuals in the Winter 2020 term were more sedentary, anxious, and depressed. A wide variety of behaviors, including increased phone usage, decreased physical activity, and fewer locations visited, were associated with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is unsurprising, its characterization is particularly important to help guide the development of methods to reduce the impact of future catastrophic events on the mental health of the population.
Indexed as
Identifiers
What OpenQuestion holds
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.