Evidence map›Paper›PMID 41960242›Full record

ArticleFrontiers in psychology2026

Personality as a predictor of complex problem-solving in cross-cultural adaptation: a study of African international students in China.

Weihua Tan, Cheng Liao, Serge Lee, Yushan Zhang

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Article in Frontiers in psychology, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Weihua TanDepartment of Sociology, College of Public Administration, Hunan Normal University, Changsha, China.
Cheng LiaoSchool of Sociology, Huazhong University of Science and Technology, Wuhan, China.
Serge LeeDivision of Social Work, College of Health and Human Services, California State University Sacramento, Sacramento, CA, United States.
Yushan ZhangDepartment of Sociology, College of Public Administration, Hunan Normal University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cross-cultural adaptation is a multidimensional process shaped by both contextual resources and individual dispositions, yet it remains unclear whether personality operates uniformly across adaptation domains, particularly in relational host contexts such as China. This study examined whether personality tendencies are associated with cross-cultural adaptation among African international students in China, and whether associations vary across holistic, cultural, life, and interpersonal domains. Methods: We used a cross-sectional, quantitative-dominant design. Survey data were collected from 199 African international students enrolled across seven universities in Changsha, China. Personality tendencies were assessed using the 21-item Extraversion scale from the Eysenck Personality Questionnaire (EPQ). Cross-cultural adaptation was measured with a 39-item Likert-type instrument capturing holistic, cultural, life, and interpersonal adaptation. Analyses included chi-square tests and one-way ANOVA for bivariate comparisons, and OLS regression models with robust standard errors comparing Model 1 (personality only) versus Model 2 (personality + demographic/study-related covariates, with university and major fixed effects). Supplementary semi-structured interviews ( Results: Extroversion was positively associated with adaptation outcomes, with the most consistent and pronounced pattern observed for interpersonal adaptation. In adjusted models, associations with holistic and life adaptation remained robust, whereas the association with cultural adaptation attenuated after covariate adjustment. Descriptively, 57.7% of extroverted students reported good interpersonal adaptation compared with 9.1% of introverted students. Interview narratives highlighted social communication demands, relationship-building, and culturally embedded interaction norms as salient challenges, providing contextual support for the domain-specific quantitative pattern. Conclusion: Personality tendencies-especially extroversion-are linked to cross-cultural adaptation in a domain-differentiated manner among African international students in China, with strongest implications for interpersonal adjustment. Findings support the value of differentiated, personality-sensitive student support strategies in international higher education.

Indexed as

African international studentscomplex problem-solvingcross-cultural adaptationextroversionmixed-methods researchpersonality

Identifiers

PMID41960242
PMCPMC13057307

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