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Accepted for/Published in: JMIR Public Health and Surveillance

Date Submitted: Oct 29, 2020
Date Accepted: Oct 15, 2021

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

Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study

Bai Y, Copeland WE, Burns R, Nardone H, Devadanam V, Rettew J, Hudziak J

Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study

JMIR Public Health Surveill 2022;8(1):e25375

DOI: 10.2196/25375

PMID: 34982721

PMCID: 8767478

Ecological Momentary Assessed Physical Activity and Wellness Behaviors in College Students across a School Year: A Longitudinal Naturalistic Study

  • Yang Bai; 
  • William E Copeland; 
  • Ryan Burns; 
  • Hilary Nardone; 
  • Vinay Devadanam; 
  • Jeff Rettew; 
  • Jim Hudziak

ABSTRACT

Background:

The Wellness Environment App Study is a longitudinal study focused on promoting health in college students.

Objective:

The two aims of this study are: 1) to assess physical activity (PA) variation across days of the week and throughout the academic year and 2) to explore the correlates that were associated with PA concurrently and longitudinally.

Methods:

Participants were asked to report their wellness and risk behaviors on a 14-item daily survey through a smartphone app. Each student was provided an Apple Watch to track their real-time PA. Data were collected from 805 college students from Sept 2017 to early May 2018. Data was analyzed in 2020.

Results:

Females were significantly more active than male college students. Students were significantly more active during the weekday than weekend. Temporal patterns were also revealed that students were less active during Thanksgiving, Winter, and Spring breaks. Strong concurrent positive correlations were found between higher PA and self-reported happy mood, 8+h sleep, ≥ 1 fruit, and vegetable consumption, ≥ 4 bottles of water intake, and ≤2h screen time (p<.0001). Similar longitudinal associations were found that the previous day wellness behaviors independently predicted the next day higher PA except for mood. Conversely, the higher previous day PA levels were associated with better mood, more fruit and vegetable consumption, less screen time but higher liquor consumption the next day.

Conclusions:

The study provides comprehensive surveillance on a longitudinal PA pattern and its independent association with a variety of wellness and risk behaviors in college students.


 Citation

Please cite as:

Bai Y, Copeland WE, Burns R, Nardone H, Devadanam V, Rettew J, Hudziak J

Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study

JMIR Public Health Surveill 2022;8(1):e25375

DOI: 10.2196/25375

PMID: 34982721

PMCID: 8767478

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© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.