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

Publication ,  Journal Article
Bai, Y; Copeland, WE; Burns, R; Nardone, H; Devadanam, V; Rettew, J; Hudziak, J
Published in: JMIR Public Health Surveill
January 4, 2022

BACKGROUND: The Wellness Environment app study is a longitudinal study focused on promoting health in college students. OBJECTIVE: The two aims of this study were (1) to assess physical activity (PA) variation across the days of the week and throughout the academic year and (2) to explore the correlates that were associated with PA, concurrently and longitudinally. METHODS: The 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. PA patterns across the days of the week and throughout the academic year were summarized. Concurrent associations of daily steps with wellness or risk behavior were tested in the general linear mixed-effects model. The longitudinal, reciprocal association between daily steps and health or risk behaviors were tested with cross-lagged analysis. RESULTS: Female college students were significantly more active than male ones. The students were significantly more active during the weekday than weekend. Temporal patterns also revealed that the 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+ hours of sleep, ≥1 fruit and vegetable consumption, ≥4 bottles of water intake, and ≤2 hours of screen time (P<.001). Similar longitudinal associations found that the previous day's wellness behaviors independently predicted the following day's higher PA except for mood. Conversely, the higher previous-day PA levels were associated with better mood, more fruit and vegetable consumption, and playing less music, but with higher liquor consumption the next day. CONCLUSIONS: This study provides a comprehensive surveillance of longitudinal PA patterns and their independent association with a variety of wellness and risk behaviors in college students.

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Published In

JMIR Public Health Surveill

DOI

EISSN

2369-2960

Publication Date

January 4, 2022

Volume

8

Issue

1

Start / End Page

e25375

Location

Canada

Related Subject Headings

  • Students
  • Schools
  • Male
  • Longitudinal Studies
  • Humans
  • Female
  • Exercise
  • Ecological Momentary Assessment
  • 4203 Health services and systems
  • 4202 Epidemiology
 

Citation

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Bai, Y., Copeland, W. E., Burns, R., Nardone, H., Devadanam, V., Rettew, J., & Hudziak, J. (2022). Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study. JMIR Public Health Surveill, 8(1), e25375. https://doi.org/10.2196/25375
Bai, Yang, William E. Copeland, Ryan Burns, Hilary Nardone, Vinay Devadanam, Jeffrey Rettew, and James Hudziak. “Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study.JMIR Public Health Surveill 8, no. 1 (January 4, 2022): e25375. https://doi.org/10.2196/25375.
Bai Y, Copeland WE, Burns R, Nardone H, Devadanam V, Rettew J, et al. Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study. JMIR Public Health Surveill. 2022 Jan 4;8(1):e25375.
Bai, Yang, et al. “Ecological Momentary Assessment of Physical Activity and Wellness Behaviors in College Students Throughout a School Year: Longitudinal Naturalistic Study.JMIR Public Health Surveill, vol. 8, no. 1, Jan. 2022, p. e25375. Pubmed, doi:10.2196/25375.
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 Jan 4;8(1):e25375.

Published In

JMIR Public Health Surveill

DOI

EISSN

2369-2960

Publication Date

January 4, 2022

Volume

8

Issue

1

Start / End Page

e25375

Location

Canada

Related Subject Headings

  • Students
  • Schools
  • Male
  • Longitudinal Studies
  • Humans
  • Female
  • Exercise
  • Ecological Momentary Assessment
  • 4203 Health services and systems
  • 4202 Epidemiology