Validation of the Student Homework Mindset Scale (SHMS)

ABSTRACT This research presents a preliminary validation of the Student Homework Mindset Scale (SHMS) using data from 724 students in seventh and eighth grades. The participants were randomly assigned to two groups: one for conducting exploratory factor analysis (EFA), and the other for confirmatory factor analysis (CFA). Results supported a two‐factor structure: Fixed mindset (viewing ability as innate and unchangeable) and growth mindset (viewing ability as malleable and improvable through effort)—both demonstrating excellent reliability. Latent mean invariance was established across gender and grade level. Consistent with hypotheses, growth mindset was positively associated with homework effort, completion, and mathematics achievement, and negatively associated with homework distraction and procrastination. Conversely, a fixed mindset showed the opposite pattern of associations. These findings provide strong support for the SHMS as a psychometrically sound instrument for assessing students' homework mindset.

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Publication Details

Journal
Psychology in the Schools
Published
2026-02-21
DOI
https://doi.org/10.1002/pits.70151
Primary Topic
Parental Involvement in Education
Type
article
Field-Weighted Citation Impact
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article

Validation of the Student Homework Mindset Scale (SHMS)

Fuyi Yang, Jianzhong Xu, Chuang Wang
Psychology in the Schools
Parental Involvement in Education
article

Validation of the Student Homework Mindset Scale (SHMS)

Fuyi Yang, Jianzhong Xu, Chuang Wang
article en

Abstract

ABSTRACT This research presents a preliminary validation of the Student Homework Mindset Scale (SHMS) using data from 724 students in seventh and eighth grades. The participants were randomly assigned to two groups: one for conducting exploratory factor analysis (EFA), and the other for confirmatory factor analysis (CFA). Results supported a two‐factor structure: Fixed mindset (viewing ability as innate and unchangeable) and growth mindset (viewing ability as malleable and improvable through effort)—both demonstrating excellent reliability. Latent mean invariance was established across gender and grade level. Consistent with hypotheses, growth mindset was positively associated with homework effort, completion, and mathematics achievement, and negatively associated with homework distraction and procrastination. Conversely, a fixed mindset showed the opposite pattern of associations. These findings provide strong support for the SHMS as a psychometrically sound instrument for assessing students' homework mindset.

Psychology in the Schools
University of North Carolina at Charlotte (US), East China Normal University (CN), Mississippi State University (US)
Quality Education
Openalex Percentile: Top 48%
Parental Involvement in Education
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