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Determining factors of physical activity and sedentary behaviour in university students during the COVID-19 pandemic: A longitudinal study

Determining factors of physical activity and sedentary behaviour in university students during the COVID-19 pandemic: A longitudinal study
Determining factors of physical activity and sedentary behaviour in university students during the COVID-19 pandemic: A longitudinal study
Introduction
Historically, university students demonstrate poor movement behaviours that could negatively impact current and future health. Recent literature has focused on identifying determinants of physical activity (PA) and sedentary behaviour (SB) in this population to inform the development of intervention strategies. However, the COVID-19 pandemic substantially restricted movement behaviours in this population, meaning findings of previous research may no longer be applicable within the current societal context. The present study explored the longitudinal relationships between pre-pandemic psychological, behavioural and anthropometric factors, and the movement behaviours of UK university students nine months following the outbreak of COVID-19.

Methods
Mental wellbeing (MWB), perceived stress (PS), body mass index (BMI), SB, and PA were assessed using an online self-report survey in 255 students prior to (October 2019) and nine months following (October 2020) the first confirmed case of COVID-19 in the UK. Path analysis was utilised to test relationships between pre-COVID mental wellbeing, perceived stress and BMI, and movement behaviours during the pandemic.

Results
The fit of the path analysis model was good (χ2 = 0.01; CMIN = 0.10, CFI = 1.00, RMSEA = 0.00). Pre-covid MWB and PS positively influenced PA (β = 0.29; β = 0.24; P < 0.01) but not SB (β = -0.10; β = 0.00; P = 0.79) during the pandemic. Additionally, pre-pandemic SB and PA positively influenced SB and PA during the pandemic respectively (SB: β = 0.26; P < 0.01) (PA: β = 0.55; P < 0.01). Pre-pandemic BMI did not influence any measured variable during the pandemic (PA: β = 0.03 and P = 0.29; SB: β = 0.06 and P = 0.56), and there was no mediating effect of PA on SB during the pandemic (β = -0.26; P = 0.14).

Conclusion
These findings indicate that pre-covid mental health and movement behaviours had a direct positive influence on PA during the pandemic, but not SB. This longitudinal study demonstrates the influence that prior psychological and behavioural factors have in determining university students’ response to periods of elevated stress and uncertainty, furthering our understanding of determinants of health-related behaviours in students.
1932-6203
Savage, Matthew J.
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Magistro, Daniele
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Hennis, Philip J.
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Donaldson, James
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Healy, Laura C.
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Hunter, Kirsty A.
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James, Ruth M.
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Weinstein, Ali A.
83ff7b1b-ee52-41bc-b57d-970982b5e0b1
Savage, Matthew J.
d4506c5a-99a9-4bea-89af-9ff014232222
Weinstein, Ali A.
83ff7b1b-ee52-41bc-b57d-970982b5e0b1
Magistro, Daniele
ab9296bc-fda6-469e-a3f8-3a574faa1b7e
Hennis, Philip J.
b3563308-2f8e-49fb-a73f-c5afcc177ffe
Donaldson, James
e0a247a9-74f1-4bd1-a668-ee88d703ada6
Healy, Laura C.
8950f3eb-84a5-485d-9bbb-e00ba2c7ee57
Hunter, Kirsty A.
91861278-241c-41ad-9aae-189d8939f695
James, Ruth M.
476f8b64-948d-487d-a393-650337774675

Savage, Matthew J., Magistro, Daniele, Hennis, Philip J., Donaldson, James, Healy, Laura C., Hunter, Kirsty A. and James, Ruth M. , Weinstein, Ali A. (ed.) (2024) Determining factors of physical activity and sedentary behaviour in university students during the COVID-19 pandemic: A longitudinal study. PLoS ONE. (doi:10.1371/journal.pone.0298134).

Record type: Article

Abstract

Introduction
Historically, university students demonstrate poor movement behaviours that could negatively impact current and future health. Recent literature has focused on identifying determinants of physical activity (PA) and sedentary behaviour (SB) in this population to inform the development of intervention strategies. However, the COVID-19 pandemic substantially restricted movement behaviours in this population, meaning findings of previous research may no longer be applicable within the current societal context. The present study explored the longitudinal relationships between pre-pandemic psychological, behavioural and anthropometric factors, and the movement behaviours of UK university students nine months following the outbreak of COVID-19.

Methods
Mental wellbeing (MWB), perceived stress (PS), body mass index (BMI), SB, and PA were assessed using an online self-report survey in 255 students prior to (October 2019) and nine months following (October 2020) the first confirmed case of COVID-19 in the UK. Path analysis was utilised to test relationships between pre-COVID mental wellbeing, perceived stress and BMI, and movement behaviours during the pandemic.

Results
The fit of the path analysis model was good (χ2 = 0.01; CMIN = 0.10, CFI = 1.00, RMSEA = 0.00). Pre-covid MWB and PS positively influenced PA (β = 0.29; β = 0.24; P < 0.01) but not SB (β = -0.10; β = 0.00; P = 0.79) during the pandemic. Additionally, pre-pandemic SB and PA positively influenced SB and PA during the pandemic respectively (SB: β = 0.26; P < 0.01) (PA: β = 0.55; P < 0.01). Pre-pandemic BMI did not influence any measured variable during the pandemic (PA: β = 0.03 and P = 0.29; SB: β = 0.06 and P = 0.56), and there was no mediating effect of PA on SB during the pandemic (β = -0.26; P = 0.14).

Conclusion
These findings indicate that pre-covid mental health and movement behaviours had a direct positive influence on PA during the pandemic, but not SB. This longitudinal study demonstrates the influence that prior psychological and behavioural factors have in determining university students’ response to periods of elevated stress and uncertainty, furthering our understanding of determinants of health-related behaviours in students.

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journal.pone.0298134
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Accepted/In Press date: 17 January 2024
Published date: 23 February 2024

Identifiers

Local EPrints ID: 505973
URI: http://eprints.soton.ac.uk/id/eprint/505973
ISSN: 1932-6203
PURE UUID: 4de7e98e-7e58-4442-84f3-09304e051a6a
ORCID for Daniele Magistro: ORCID iD orcid.org/0000-0002-2554-3701

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Date deposited: 24 Oct 2025 16:47
Last modified: 25 Oct 2025 02:22

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Contributors

Author: Matthew J. Savage
Editor: Ali A. Weinstein
Author: Daniele Magistro ORCID iD
Author: Philip J. Hennis
Author: James Donaldson
Author: Laura C. Healy
Author: Kirsty A. Hunter
Author: Ruth M. James

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