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Record W4414166458 · doi:10.1186/s43161-025-00314-x

Prevalence and correlates of adherence to the 24-h movement behaviours guidelines for adults in a sample of Nigerian University students

2025· article· en· W4414166458 on OpenAlexaboutno aff
Adekola B. Ademoyegun, Victor Adeboye Afolabi, Adedayo A. Awotipe, Adepeju Ademilola Kolade, Taofeek O. Awotidebe, Chidozie Emmanuel Mbada

Bibliographic record

VenueBulletin of Faculty of Physical Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicPhysical Activity and Health
Canadian institutionsnot available
Fundersnot available
KeywordsRecreationTracking (education)Sample (material)PopulationCognitionPhysical activityYoung adult

Abstract

fetched live from OpenAlex

Abstract Background The Canadian 24-h movement guidelines for adults recommend at least 150 min of moderate-to-vigorous physical activity (MVPA), no more than 3 h of recreational screen time (ST), and 7–9 h of sleep per day. Instead of examining these behaviours individually, these integrated guidelines recognize that how individuals move, rest, and sleep within 24 h jointly influences physical, mental, and cognitive health. University students are particularly prone to poor movement behaviours due to academic and lifestyle pressures. While evidence of the importance of tracking these behaviours is growing globally, there is a dearth of data on adherence to 24-h movement guidelines among young adults in developing countries, including Nigeria. Understanding the prevalence and correlates of adherence in this population is crucial for designing culturally relevant approaches that enhance their well-being. This study assessed the prevalence of adherence to these guidelines among Nigerian university students and examined factors associated with meeting them. Methods This cross-sectional survey recruited 510 physiotherapy undergraduates (mean age: 21.33 ± 2.62 years; 62.4% female) from 8 Nigerian universities. PA, ST, sleep, and socio-demographics were assessed through validated questionnaires and profoma. Results Just 6.5% (95% CI: 4.5–9.0) of students ( females 7.5% [95% CI: 4.9–11.0]; males 4.7% [95% CI: 2.2–8.7]) met all three movement guidelines concurrently. About 38.6% (95% CI: 34.4–43.0), 41.0% (95% CI: 36.7–45.4) and 13.9% (95% CI: 11.0–17.2) of the sample met two, one and none of the guidelines, respectively. Among those who met two and one guidelines, MVPA and ST (23.5% [95% CI: 19.9–27.5]) and MVPA (25.1% [(95% CI: 21.4–29.1]) were the most prevalent. Meeting all three guidelines was weakly associated with age (χ2 = 4.186; p = 0.041; Phi and Cramer’s V = 0.091) and moderately associated with family income (χ2 = 7.156; p = 0.028; Phi and Cramer’s V = 0.118). Conclusion Adherence to 24-h movement guidelines is low among Nigerian university students. The adherence rate of students reduces with age and low family income. Compared to MVPA, fewer students meet ST and sleep guidelines. Thus, initiatives on improving sleep and reducing ST may help to increase meeting of the 24-h movement guidelines among university students.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.217
Threshold uncertainty score0.281

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.071
GPT teacher head0.384
Teacher spread0.313 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2025
Admission routes1
Has abstractyes

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