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Accepted for/Published in: JMIR Research Protocols

Date Submitted: May 17, 2021
Date Accepted: Sep 3, 2021
Date Submitted to PubMed: Sep 13, 2021

The final, peer-reviewed published version of this preprint can be found here:

An App-Based Surveillance System for Undergraduate Students’ Mental Health During the COVID-19 Pandemic: Protocol for a Prospective Cohort Study

Brogly C, Bauer MA, Lizotte DJ, Press ML, MacDougall A, Speechley M, Huner E, Mitchell M, Anderson KK, Pila E

An App-Based Surveillance System for Undergraduate Students’ Mental Health During the COVID-19 Pandemic: Protocol for a Prospective Cohort Study

JMIR Res Protoc 2021;10(9):e30504

DOI: 10.2196/30504

PMID: 34516391

PMCID: 8451963

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Student Pandemic Experience: Protocol and baseline characteristics for a mobile prospective cohort study of university student mental health

  • Chris Brogly; 
  • Michael A. Bauer; 
  • Daniel J. Lizotte; 
  • MacLean L. Press; 
  • Arlene MacDougall; 
  • Mark Speechley; 
  • Erin Huner; 
  • Marc Mitchell; 
  • Kelly K. Anderson; 
  • Eva Pila

ABSTRACT

Background:

The COVID-19 pandemic is a public health emergency that poses challenges for the mental health of approximately 1.4 million university students in Canada. Preliminary evidence has shown that the COVID-19 pandemic had a detrimental impact on undergraduate student mental health and well-being, however existing data are predominantly limited to cross-sectional survey-based studies. Due to the evolving nature of the pandemic, longer-term prospective surveillance efforts are needed to better anticipate risk and protective factors during a pandemic.

Objective:

The overarching aim of this research is to use a mobile surveillance system to identify risk and protective factors for undergraduate mental health. Factors will be identified from weekly self-report data (e.g., affect, living accommodation) and device sensor data (e.g., physical activity, device usage) to prospectively predict self-reported mental health and service utilization.

Methods:

Undergraduate students at Western University, Canada, will be recruited via e-mail to complete an internet baseline questionnaire with the option to participate in the study on a weekly basis using the Student Pandemic Experience (SPE) mobile application (app) for Android/iOS. The app collects sensor samples (e.g., GPS coordinates, steps) and self-reported weekly mental health and wellness surveys. Student participants can opt-in to link their mobile data with campus-based administrative data capturing health service utilization. Risk and protective factors that predict mental health outcomes are expected to be estimated by 1) cross-sectional associations between student characteristics (e.g., demographics) and key psychosocial factors (e.g., affect, stress, social connection) and behaviors (e.g., physical activity, device usage) and 2) longitudinal associations between psychosocial and behavioral factors and campus-based health service utilization.

Results:

Data collection began November 9th, 2020 and will be ongoing through to at least August 31st, 2021. Retention from the baseline survey (N=427) to app sign-up was 315/427 (74%), with approximately 175-215 (55-68%) of app participants actively responding to weekly surveys. From November 9th, 2020 to May 1st, 2021, 3363 responses to the app surveys and 18914 sensor samples (consisting of up to 68 individual data items each, e.g., GPS coordinates, steps) were collected from the 315 participants that signed up for the app.

Conclusions:

Identifying risk and resilience factors for student mental health during this public health crisis is critical for informing optimal campus-based strategies and program development during the pandemic and beyond.


 Citation

Please cite as:

Brogly C, Bauer MA, Lizotte DJ, Press ML, MacDougall A, Speechley M, Huner E, Mitchell M, Anderson KK, Pila E

An App-Based Surveillance System for Undergraduate Students’ Mental Health During the COVID-19 Pandemic: Protocol for a Prospective Cohort Study

JMIR Res Protoc 2021;10(9):e30504

DOI: 10.2196/30504

PMID: 34516391

PMCID: 8451963

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