Cracking the Black Box of Non‐Cognitive Skills of Upper‐Secondary Vocational School Students: Empirical Evidence From Four Provinces in China

ABSTRACT Non‐cognitive skills are important for students' growth and future work and life. Using the 2018 PISA (B‐S‐Z‐J China) data, this study measured the non‐cognitive skills of upper‐secondary vocational school students relative to general high school students and studied the impact of family factors and school factors on the non‐cognitive skills of upper‐secondary vocational education students. The empirical results show that upper‐secondary vocational school students are not weaker than general high school students regarding conscientiousness, emotional stability or resilience. Parental emotional support, teachers' enthusiasm for teaching and school cooperation atmosphere have a positive impact on the non‐cognitive skills of upper‐secondary vocational education students. Building relational and emotional connections associated with people and soft resource inputs to enhance the non‐cognitive skills of upper‐secondary vocational education students should be the focus.

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Publication Details

Journal
European Journal of Education
Published
2026-06-26
DOI
https://doi.org/10.1111/ejed.70755
Primary Topic
Personality Traits and Psychology
Type
article
Field-Weighted Citation Impact
0.00

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article

Cracking the Black Box of Non‐Cognitive Skills of Upper‐Secondary Vocational School Students: Empirical Evidence From Four Provinces in China

Yunbo Liu, Lu Yin, Wenqi Zhang
European Journal of Education
Personality Traits and Psychology
article

Cracking the Black Box of Non‐Cognitive Skills of Upper‐Secondary Vocational School Students: Empirical Evidence From Four Provinces in China

Yunbo Liu, Lu Yin, Wenqi Zhang
article en

Abstract

ABSTRACT Non‐cognitive skills are important for students' growth and future work and life. Using the 2018 PISA (B‐S‐Z‐J China) data, this study measured the non‐cognitive skills of upper‐secondary vocational school students relative to general high school students and studied the impact of family factors and school factors on the non‐cognitive skills of upper‐secondary vocational education students. The empirical results show that upper‐secondary vocational school students are not weaker than general high school students regarding conscientiousness, emotional stability or resilience. Parental emotional support, teachers' enthusiasm for teaching and school cooperation atmosphere have a positive impact on the non‐cognitive skills of upper‐secondary vocational education students. Building relational and emotional connections associated with people and soft resource inputs to enhance the non‐cognitive skills of upper‐secondary vocational education students should be the focus.

European Journal of EducationVol. 61(3)
Nanjing University of Finance and Economics (CN), Beijing Normal University (CN), Weifang University (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 5%
Personality Traits and Psychology
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