Evidence map›Paper›PMID 32519963›Full record

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.

Jeremy F Huckins, Alex W daSilva, Weichen Wang, Elin Hedlund, Courtney Rogers, Subigya K Nepal, Jialing Wu, Mikio Obuchi, Eilis I Murphy, Meghan L Meyer and 3 more

3 registry-linked trialsOpen access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
290citing papers in PubMed, 6 pooled it
57.2field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT05019482 nacompletednot on this mapstarted 2021, after this paper: background citation

Effects of an Intervention Among University Student to Promote Physical Activity and Reduce the Sedentary Time During COVID-19 Pandemic

TypeinterventionalSponsorUniversity of NimesRan2021 to 2021Enrolled110ConditionsPhysical Activity, Sedentary Behavior, Young Adults, StudentArmsUniversity-based intervention to promote PA and reduce ST
NCT05083676 nacompletednot on this mapstarted 2022, after this paper: background citation

A Study Protocol on Peer Digital Acceset (PDA): A Randomized Controlled Trial to Translate Online Peer Support for Youth Mental Well-being

TypeinterventionalSponsorThe N.1 Institute for Health (N.1)Ran2022 to 2023Enrolled100ConditionsMental Health IssueArmsAcceset Intervention
NCT05199675 naunknown statusnot on this mapstarted 2022, after this paper: background citation

Implementing Digital Peer Support Training for Adolescent Mental Health: Study Protocol For A Type III Hybrid Randomized Controlled Trial

TypeinterventionalSponsorThe N.1 Institute for Health (N.1)Ran2022 to 2023Enrolled100ConditionsAdolescent Development, Peer Group, Mental Health Wellness 1ArmsDigital Peer Support Training Program
3 · Its place in the literature

Who cites it

290 citing papers in PubMed, 6 syntheses or guidelines pooled it, 772 citations in OpenAlex.

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  2. A systematic review of ecological momentary assessment in autism research.Autism : the international journal of research and practice · 2025
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230 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 3 institutions in 1 country.

Jeremy F HuckinsDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0003-0106-7808
Alex W daSilvaDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0001-5532-0325
Weichen WangDepartment of Computer Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0001-6738-9944
Elin HedlundDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0002-6794-6568
Courtney RogersDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0002-8589-6744
Subigya K NepalDepartment of Computer Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0002-4314-9505
Jialing WuDepartment of Computer Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0003-0893-8063
Mikio ObuchiDepartment of Computer Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0003-2732-4075
Eilis I MurphyDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0002-7351-9431
Meghan L MeyerDepartment of Psychological and Brain Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0002-9834-5925
Dylan D WagnerDepartment of Psychology, Ohio State University, Columbus, OH, United States.ORCID 0000-0002-1062-8163
Paul E HoltzheimerNational Center for PTSD, White River Junction, VT, United States.ORCID 0000-0002-3552-3296
Andrew T CampbellDepartment of Computer Science, Dartmouth College, Hanover, NH, United States.ORCID 0000-0001-7394-7682
Dartmouth College · USDartmouth–Hitchcock Medical Center · USThe Ohio State University · US

Funding

SOCIAL EFFECTS OF THREATS TO SELFR01MH059282 · NIMH · DARTMOUTH COLLEGE · PI HAXBY, JAMES V · 2001 to 2020
$6.2M
NIMH NIH HHS R01 MH059282
6 · The paper itself

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

Ecological Momentary AssessmentSmartphoneAdolescentAdultBetacoronavirusCoronavirus InfectionsCOVID-19FemaleHumansLongitudinal StudiesMaleMental HealthPandemicsPneumonia, ViralSARS-CoV-2StudentsanxietyappbehaviorCOVID-19depressionmental healthmobile sensingpandemicphone usagesedentary

Identifiers

PMID32519963
PMCPMC7301687
OpenAlexW3033293557

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.