Evidence map›Paper›PMID 41662049›Full record

ArticlePLOS mental health2025

A principal component analysis of the post-secondary student stressors index in a sample of Ontario students.

Sarah Kuburi, BingSen Wang, Chloe A Hamza, Brooke Linden

Abstract read
In one paragraph

Article in PLOS mental health, 2025. 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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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

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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

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

4 authors.

Sarah KuburiDepartment of Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0001-7816-0643
BingSen WangDepartment of Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Ontario, Canada.ORCID https://orcid.org/0009-0005-4538-7004
Chloe A HamzaDepartment of Applied Psychology and Human Development, Ontario Institute for Studies in Education, University of Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-7402-0448
Brooke LindenHealth Services and Policy Research Institute, Queen's University, Kingston, Ontario, Canada.ORCID https://orcid.org/0000-0002-8664-176X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Post-secondary students report high levels of stress and mental health challenges. Identifying the key sources of stress can guide efforts to mitigate the most significant stressors and better support students' mental health. The Post-Secondary Student Stressors Index (PSSI), a 46-item inventory, was designed to comprehensively assess stressors specific to post-secondary students. However, its dimensional structure and its association with mental health indices require further validation. In the present study, a Principal Component Analysis was conducted to examine the structure of the PSSI, and the associations between the resulting stressor components and several mental health indices. Participants included 1,214 first-year students (Mage = 18.14 years, SD = 0.95), who completed the PSSI, as well as measures of perceived stress, depressive symptoms, and anxiety symptoms. Results suggested 12 components that accounted for 42 of the original 46 items, with most components demonstrating moderate to high internal consistency (α = .70 -.90). Correlational analyses revealed positive associations between the PSSI components and measures of perceived stress, depressive symptoms, and anxiety symptoms, although components with lower endorsements were associated with weaker correlations. By identifying valid and reliable components of the PSSI, this study facilitates the use of specific stressor components in future research on student stress and mental health.

Identifiers

PMID41662049
PMCPMC12798515

What OpenQuestion holds

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LicenceCC BY
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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.