Evidence map›Paper›PMID 41629912›Full record

ArticleBMC public health2026

Temporal trends in after-school activities among students from 2019 to 2022.

Mi Zhou, Carol Maher, Sally Brinkman, Juliette Cools, Dorothea Dumuid

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Mi ZhouAlliance for Research in Exercise, Nutrition and Activity, Adelaide University, Adelaide, South Australia, Australia. mason.zhou@adelaide.edu.au.
Carol MaherAlliance for Research in Exercise, Nutrition and Activity, Adelaide University, Adelaide, South Australia, Australia. carol.maher@adelaide.edu.au.
Sally BrinkmanCollege of Education, Behavioural and Social Sciences, Adelaide University, Adelaide, South Australia, Australia.
Juliette CoolsDepartment for Education, Adelaide, South Australia, Australia.
Dorothea DumuidAlliance for Research in Exercise, Nutrition and Activity, Adelaide University, Adelaide, South Australia, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStudents’ participation in after-school activities changed during the COVID-19 pandemic. However, it remains unclear whether these changes were primarily attributable to the pandemic itself or to age-related developmental trends. This study aims to examine how activity patterns shifted during the pandemic and distinguish temporal trends related to the pandemic from normal developmental changes.

methodsThis repeated-measure cross-sectional study included 112,358 participants contributed 229,700 observations in Australia. Students who were in grades 4 to 9 between 2019 and 2022 were included. Weekly frequency of eleven activities were measured, and categorized as none, moderate, or high. Ordinal logistic regression models were used to examine the temporal trend of after-school activity participation.

resultsClear temporal trends were observed across the four years: participation in social media and e-games increased over the four years, with the greatest rise in social media. Conversely, participation in sports, reading, study, friends, and clubs declined, while TV, arts, chores remained stable. These temporal trends were largely consistent across grade levels, indicating that the changes reflect pandemic-related shifts at the population level rather than age-related developmental effects. An exception was Grade 7, the first year of secondary school, which exhibited the greatest increase in social media use, and largest declines in music, arts, and reading compared to other grades. DISCUSSION: The pandemic was associated with substantial shifts in students’ activity participation, with adverse temporal trends persisting after lockdown ended. Targeted interventions are needed to support students to re-engage in beneficial activities, with special attention to groups experiencing transitioning to secondary school.

Indexed as

COVID-19StudentsAdolescentAustraliaChildCross-Sectional StudiesFemaleHumansMalePandemicsSchoolsSocial MediaAfter-school activityCOVID-19 pandemicSocial mediaYouth

Identifiers

PMID41629912
PMCPMC12958593

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.