Evidence map›Paper›PMID 41395337›Full record

ArticleJCPP advances2025

Change over time in perceived schoolwork pressure and associations with emotional problems among 11-16-year-olds: A repeat cross-sectional study in Wales, UK.

Jessica M Armitage, Gemma Lewis, Nicholas Page, Foteini Tseliou, Rebecca Anthony, Simon Murphy, Graham Moore, Stephan Collishaw

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Article in JCPP advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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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

8 authors.

Jessica M ArmitageWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.ORCID https://orcid.org/0000-0002-0929-9956
Gemma LewisDivision of Psychiatry Faculty of Brain Sciences University College London London UK.
Nicholas PageCentre for Development, Evaluation, Complexity and Implementation in Public Health Improvement (DECIPHer) Cardiff University Cardiff UK.ORCID https://orcid.org/0000-0002-4671-2797
Foteini TseliouWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.
Rebecca AnthonyWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.ORCID https://orcid.org/0000-0001-9503-9562
Simon MurphyWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.
Graham MooreWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.
Stephan CollishawWolfson Centre for Young People's Mental Health Cardiff University Cardiff UK.

Funding

Wellcome Trust
6 · The paper itself

Abstract

Background: Emotional problems among adolescents have increased substantially in recent years, and there is evidence that schoolwork pressures have also increased globally. We examine trends in perceived schoolwork pressure and emotional problems in Wales between 2002 and 2021, and associations between the two over this period. Methods: Repeat cross-sectional data were used from surveys conducted in secondary schools in Wales. Participants were 11-16-year-olds ( Results: The percentage of students reporting a lot of perceived schoolwork pressure increased from 21% in 2002, to 24% in 2004. Rates then declined until 2009, dropping to 13%, before increasing to nearly 26% by 2021. Students reporting the most pressure were females in older school years, with up to 57% of females in Year 11 reporting a lot of perceived pressure in 2021. Emotional problems followed a similar trend, decreasing between 2002 and 2009, and then increasing between 2009 and 2021. Between 2009 and 2019, estimates of the cohort difference in emotional problems reduced from 2.23 (95% CI = 2.12, 2.34) to 1.64 (95% CI = 1.54, 1.75) when adjusting for changes in schoolwork pressure. This is consistent with the hypothesis that schoolwork pressure may be driving some of the increase in emotional problems over time. Conclusions: Our findings showed a decline in perceived school pressure until 2009, followed by a rise until 2021. Increases were particularly apparent among female adolescents, mirroring trends in emotional problems. Although a range of competing causal explanations cannot be ruled out, overall increases in schoolwork pressure from the late 2000s may have contributed to the rise in adolescent emotional problems over this period.

Indexed as

adolescenceemotional problemsschoolwork pressuretime trends

Identifiers

PMID41395337
PMCPMC12698275

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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 OpenQuestion graph.