Peer-reviewed article
Unlocking potential: language mindsets, psychological well-being, and English achievement among Chinese higher vocational students
Qian Wei ·
Summary
Written by AI, not yet AICS's view · claude-sonnet-5-5This cross-sectional study surveyed 1,030 students at a private vocational and technical university in China. It looked at how beliefs about language learning (growth and fixed language mindsets) relate to psychological well-being and to scores on the College English Test Band 4 (CET-4). Growth mindset was strongly linked to well-being, while English test scores were only weakly linked to well-being and to either mindset. The participants are university students, and the document does not give their ages or describe them as children, so the fit with child well-being is doubtful.
Key points
- Growth language mindset was strongly associated with overall psychological well-being (rs = 0.589).
- The strongest growth-mindset links were with meaning (rs = 0.583), accomplishment (rs = 0.568) and engagement (rs = 0.542).
- Fixed language mindset was most strongly associated with negative emotion (rs = 0.408).
- CET-4 scores were only weakly associated with well-being (rs = 0.110), growth mindset (rs = 0.127) and fixed mindset (rs = -0.080).
- Neither mindset moderated the link between well-being and CET-4 achievement. Differences in CET-4 scores by gender, only-child status and hometown locale were statistically significant but small.
Limitations
The design is cross-sectional, so it cannot show cause and effect, and the sample comes from a single private university. CET-4 scores were self-reported, and the document does not state participants' ages or say that they are children.
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.