Evidence map›Paper›PMID 40866423›Full record

ArticleScientific reports2025

A multiple correspondence analysis towards understanding of public and self-stigma in mental health help-seeking among Malaysian university students.

Nora Muda, Fatini Kamilia Ahmad Raphaie

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

2 authors.

Nora MudaDepartment of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi Selangor, Malaysia. noramuda@ukm.edu.my.
Fatini Kamilia Ahmad RaphaieDepartment of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600, Bangi Selangor, Malaysia.

Funding

University research grant TAP-K011487
6 · The paper itself

Abstract

This study addresses a critical research gap by employing Multiple Correspondence Analysis (MCA) to examine intersectional relationships between demographic factors and mental health stigma among Malaysian university students-the first comprehensive multidimensional analysis in Malaysia's multicultural higher education context. A cross-sectional study of 169 students from seven Klang Valley public universities utilized SSRPH and SSOSH scales. MCA mapped demographic-stigma relationships, complemented by chi-square tests, enabling examination of multidimensional interactions conventional methods cannot capture. Four factors significantly determined stigma patterns: ethnicity, religion, age, and residency. Chinese students demonstrated higher stigma levels than Malay/Indian students (46% vs. 29% negative attitudes). Age showed curvilinear patterns, with 23-25 year-olds displaying most positive help-seeking attitudes (26% agreement). Muslim students showed stronger resistance to stigmatizing beliefs (49.7% disagreement) than non-Muslims (25.5%). Rural students displayed greater self-stigma resilience than urban counterparts. Findings necessitate precision mental health interventions tailored to demographic intersections. Results inform culturally sensitive programs including Chinese-specific interventions, age-targeted approaches capitalizing on mid-twenties receptivity, and faith-integrated frameworks. This research provides Malaysian universities evidence-based guidance for demographically informed mental health strategies, contributing to inclusive support systems in multicultural educational settings.

Indexed as

Help-Seeking BehaviorMental DisordersMental HealthSocial StigmaStudentsAdolescentAdultCross-Sectional StudiesFemaleHumansMalaysiaMaleUniversitiesYoung AdultHelp-seeking behaviourMental health stigmaMultiple correspondence analysisUniversity students

Identifiers

PMID40866423
PMCPMC12391365

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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 OpenQuestion graph.