Evidence map›Paper›PMID 41745062›Full record

ArticleEuropean journal of investigation in health, psychology and education2026

A Network Analysis of Inner Strength Among University Students with Borderline Personality Disorder Symptoms.

Yuting Song, Justin DeMaranville, Kanyarat Khattiya, Kelvin C Y Leung, Nahathai Wongpakaran, Tinakon Wongpakaran

Abstract read
In one paragraph

Article in European journal of investigation in health, psychology and education, 2026. 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

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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Yuting SongMental Health Program, Multidisciplinary and Interdisciplinary School (MidS), Chiang Mai University, Chiang Mai 50200, Thailand.ORCID 0009-0001-5127-0524
Justin DeMaranvilleMental Health Program, Multidisciplinary and Interdisciplinary School (MidS), Chiang Mai University, Chiang Mai 50200, Thailand.
Kanyarat KhattiyaMental Health and Psychiatry Services, Maesai Hospital, Chiang Rai 57130, Thailand.
Kelvin C Y LeungFaculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia.ORCID 0000-0001-7669-3147
Nahathai WongpakaranMental Health Program, Multidisciplinary and Interdisciplinary School (MidS), Chiang Mai University, Chiang Mai 50200, Thailand.ORCID 0000-0001-8365-2474
Tinakon WongpakaranMental Health Program, Multidisciplinary and Interdisciplinary School (MidS), Chiang Mai University, Chiang Mai 50200, Thailand.ORCID 0000-0002-9062-3468

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Inner strength is increasingly recognized as a protective factor in mental health, but its structure and dynamics remain underexplored, particularly in individuals with borderline personality disorder (BPD) symptoms. This study applied network analysis to investigate the complex relationships among inner strengths in individuals exhibiting BPD symptoms, aiming to identify core and bridging strengths that could inform targeted interventions. The sample comprised 346 Thai university students (25.4% males, 74.6% females; mean age = 21.60 ± 2.24 years) who screened positive for BPD symptoms using the Screening Instrument for Borderline Personality Disorder. Network analysis revealed that inner strengths formed an interconnected system with both core and peripheral features. The strongest association was observed between generosity and loving-kindness. A cognitive behavioral cluster comprising perseverance, wisdom, and determination also emerged. Centrality analysis identified loving-kindness as the most influential node in terms of direct connections, while equanimity exhibited the highest bridge centrality. Generosity and determination demonstrated the greatest expected influence. A negative link between truthfulness and equanimity highlighted a potential conflict between absolute honesty and inner balance in this population. Notably, exploratory analyses by gender revealed distinct network structures. In males, determination, wisdom, and precept emerged as central strengths; however, results for males should be interpreted with caution due to sample size. In females, perseverance, loving-kindness, and meditation were the most influential. These gender-specific patterns suggest that targeting different core strengths according to gender may enhance the effectiveness of interventions for individuals with BPD symptoms. Overall, the findings suggest that fostering specific inner strengths, particularly equanimity, loving-kindness, and those identified as central for each gender, may enhance psychological resilience and inform more tailored intervention strategies for BPD.

Indexed as

borderline personality disorderBPD symptomsBuddhist psychologygender differencesinner strengthloving-kindnessnetwork analysispositive psychologyprotective factorsuniversity student

Identifiers

PMID41745062
PMCPMC12939644

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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 OpenQuestion graph.