Latent class analysis of resilience and positive psychology factors among college freshmen: a cross-sectional survey

Background: Resilience has a positive impact on the mental health of college students. However, few studies have focused on group differences in resilience among first-year students. Therefore, this study aims to explore these group differences and analyze the relationship between resilience, Solution-Focused Thinking (SFT), Strengths Knowledge and Use (SKUS), and Benefit Finding (BF). Methods: Using purposive sampling, a survey was conducted with 611 freshmen from two universities. Data were analyzed using Latent Class Analysis (LCA) and multinomial logistic regression. Results: Group differences in resilience were identified among first-year students. LCA revealed three subgroups: High resilience group, Middle resilience group, and Low resilience group, which were correlated with SFT, SKUS, BF, and individual characteristics of the freshmen. Conclusions: SFT, SKUS, and BF can distinguish participants across different subgroups. Positive psychological interventions leveraging SFT, SKUS, and BF should be used to improve the resilience and mental health of first-year students.

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Publication Details

Journal
British Journal of Guidance and Counselling
Published
2026-07-27
DOI
https://doi.org/10.1080/03069885.2026.2655684
Primary Topic
Resilience and Mental Health
Type
article
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article

Latent class analysis of resilience and positive psychology factors among college freshmen: a cross-sectional survey

Lei Wang, Junan Lei, Haoyuan Hei
British Journal of Guidance and Counselling
Resilience and Mental Health
article

Latent class analysis of resilience and positive psychology factors among college freshmen: a cross-sectional survey

Lei Wang, Junan Lei, Haoyuan Hei
article en

Abstract

Background: Resilience has a positive impact on the mental health of college students. However, few studies have focused on group differences in resilience among first-year students. Therefore, this study aims to explore these group differences and analyze the relationship between resilience, Solution-Focused Thinking (SFT), Strengths Knowledge and Use (SKUS), and Benefit Finding (BF). Methods: Using purposive sampling, a survey was conducted with 611 freshmen from two universities. Data were analyzed using Latent Class Analysis (LCA) and multinomial logistic regression. Results: Group differences in resilience were identified among first-year students. LCA revealed three subgroups: High resilience group, Middle resilience group, and Low resilience group, which were correlated with SFT, SKUS, BF, and individual characteristics of the freshmen. Conclusions: SFT, SKUS, and BF can distinguish participants across different subgroups. Positive psychological interventions leveraging SFT, SKUS, and BF should be used to improve the resilience and mental health of first-year students.

British Journal of Guidance and Counselling
Jilin University (CN), Jilin Medical University (CN)
Climate action
Openalex Percentile: Top 6%
Resilience and Mental Health
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Latent class analysis of resilience and positive psychology factors among college freshmen: a cross-sectional survey — Lei Wang, Junan Lei, et al. · British Journal of Guidance and Counselling (2026) | TGRS Research Map | TGRS