Unlocking potential: language mindsets, psychological well-being, and English achievement among Chinese higher vocational students
Year: 2026
Type: article
Study design: Observational Study
Abstract: This cross-sectional study examined how language mindset beliefs are associated with psychological well-being and English achievement among Chinese higher vocational students, an underrepresented population in educational psychology. A total of 1,030 students from a private vocational and technical university completed the PERMA-Profiler and Language Mindset Inventory and reported their latest College English Test Band 4 (CET-4) score. Spearman rank-order correlations, regression-based moderation analysis with heteroscedasticity-robust standard errors, Mann–Whitney U tests, and Kruskal–Wallis H tests were used. Growth language mindset (GLM) was strongly associated with overall psychological well-being ( r s = 0.589), with its strongest observed PERMA subscale associations involving meaning ( r s = 0.583), accomplishment ( r s = 0.568), and engagement ( r s = 0.542). Fixed language mindset (FLM) showed weaker associations with positive PERMA subscale scores and its strongest association was with negative emotion ( r s = 0.408). CET-4 scores were only weakly associated with well-being ( r s = 0.110), GLM ( r s = 0.127), and FLM ( r s = −0.080). Neither the well-being × GLM nor the well-being × FLM interaction was significant, indicating no evidence that either language mindset factor moderated the association between well-being and CET-4 achievement. Demographic differences in CET-4 achievement by gender, only-child status, and hometown locale were statistically significant but small; male students also reported slightly higher FLM scores than female students. These findings suggest that the two theory-grounded LMI composite scores are more closely related to learners’ psychological functioning than to standardized English achievement, although their current-sample structural distinctiveness should be interpreted cautiously.
Source: Frontiers in Psychology
Author: Qian Wei
Language: English
Subfield: Language and Linguistics
Field: Arts and Humanities
Domain: Social Sciences
Open Access status: gold
Estimated APC paid: $3,801
OpenAlex ID: W7220401810
