Evidence map›Paper›PMID 41834139›Full record

ArticlePsychology and psychotherapy2026

Latent profile analysis of resilience among people with serious mental illness.

Deyu Pan, Sang Qin, Wilson J Brown, Jessica Wojtalik, Charisse Nixon, Beatrice Lee, Emre Umucu

Abstract read
In one paragraph

Article in Psychology and psychotherapy, 2026. 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

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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

7 authors.

Deyu PanSchool of Behavioral Sciences and Education, The Pennsylvania State University, Middletown, Pennsylvania, USA.ORCID 0000-0002-2218-2664
Sang QinDepartment of Rehabilitation Psychology and Special Education, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0003-0499-3858
Wilson J BrownDepartment of Psychological Sciences, Case Western Reserve University, Cleveland, Ohio, USA.ORCID 0000-0002-4623-342X
Jessica WojtalikJack, Joseph, and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, Ohio, USA.ORCID 0000-0001-6079-4496
Charisse NixonSchool of Humanities and Social Sciences, The Behrend College, The Pennsylvania State University, Erie, Pennsylvania, USA.ORCID 0000-0001-5960-9601
Beatrice LeeCollege of Health Science, The University of Texas at El Paso, El Paso, Texas, USA.ORCID 0000-0002-6438-7377
Emre UmucuCollege of Health Science, The University of Texas at El Paso, El Paso, Texas, USA.ORCID 0000-0002-3945-6975

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesResilience is a critical indicator of the personal recovery process for people with serious mental illness (SMI). However, little is known about resilience subtypes among this population. Grounded in Kumpfer's resilience model (KRM), the study aims to identify latent types of resilience among people with SMI using latent profile analysis (LPA).

designA cross-sectional survey design was used.

methodsA total of 297 individuals with self-reported SMI completed an online survey, including demographic variables and measures that resemble core components of the KRM.

resultsThe LPA identified three resilience profiles: Maladaptive, Homeostatic and Resilient. One-way analyses of variance (ANOVA) revealed distinct patterns of the three resilience profiles on all factors in the KRM and the outcome variable-adaptation to psychiatric disability. ANOVA and Chi-square tests indicated several demographic variables predict profile membership, including age, marital status, highest educational attainment, employment status, average weekly work hours and primary SMI diagnosis. However, sex, race-ethnicity, annual income and years since SMI diagnosis do not predict profile membership.

conclusionsThe study contributes to the understanding of resilience subtypes and associated protective and risk factors for resilience among people with SMI, suggesting early, tailored strength-based interventions to promote resilience and personal recovery.

Indexed as

Mental DisordersResilience, PsychologicalAdaptation, PsychologicalAdultCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleMiddle AgedYoung Adultadaptationlatent profile analysisresilienceserious mental illness

Identifiers

PMID41834139
PMCPMC13162182

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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.