Evidence map›Paper›PMID 42358875›Full record

ArticleSSM - population health2026

Student mental wellbeing as an interconnected system: positioning academic, social, and coping processes.

Sybren Slimmen, Olaf Timmermans, Lilian Lechner, Peter Verboon, Anke Oenema

Abstract read
In one paragraph

Article in SSM - population 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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

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.

Sybren SlimmenDepartment of Health Psychology, Open University, Mailbox 2960, 6401 DL, Heerlen, the Netherlands.
Olaf TimmermansResearch Group Healthy Region, HZ University of Applied Sciences, Edisonweg 4, 4382 NW, Vlissingen, the Netherlands.
Lilian LechnerDepartment of Health Psychology, Open University, Mailbox 2960, 6401 DL, Heerlen, the Netherlands.
Peter VerboonDepartment of Health Psychology, Open University, Mailbox 2960, 6401 DL, Heerlen, the Netherlands.
Anke OenemaDepartment of Health Psychology, Open University, Mailbox 2960, 6401 DL, Heerlen, the Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Student mental wellbeing has become a growing concern in higher education, with increasing numbers of students reporting stress and psychological difficulties. Although academic factors, social environmental factors, and coping styles are all considered relevant, less is known about how these factors are interconnected in relation to mental wellbeing within a broader system. This study applied a network approach to examine how these factors were interconnected at the start of the academic year and how they were longitudinally associated later in the academic year. Survey data were collected among students at a Dutch university of applied sciences in November 2023 (T1; N = 497) and June 2024 (T2; n = 207). Data were collected on mental wellbeing, academic stressors, academic self-perceptions, coping styles and social environmental factors. A Gaussian Graphical Model was used to estimate the cross-sectional network at T1, and longitudinal associations from T1 to T2 were examined using regularized regression (LASSO). The findings showed that associations in the cross-sectional network were generally modest. Connections were mainly observed between conceptually related variables, including academic stressors, coping styles, and social environmental factors. Mental wellbeing showed few direct associations with the other constructs in the network, but both mental wellbeing and social support showed relatively high centrality, indicating that they were strongly connected within the overall network structure. Longitudinal analyses indicated substantial stability across the academic year, as most variables were primarily related to their own prior levels and only a limited number of associations between different variables were observed over time. These findings suggest that student mental wellbeing was embedded in a relatively stable system of related experiences. They also illustrate that cross-sectional variable network approaches may have limitations when conditional associations are weak and constructs overlap conceptually, particularly when used to draw conclusions about complex socio-ecological processes.

Indexed as

Academic stressorsCoping stylesLongitudinal associationsNetwork analysisSocial environmental factorsStudent mental wellbeing

Identifiers

PMID42358875
PMCPMC13292374

What Socratic holds

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LicenceCC BY
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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.