High school students’ motivational profiles across three science domains and their associations with educational and career aspirations

One important mission of science education is to create a highly educated and skilled STEM workforce, yet in China as in many Western countries, universities often struggle to attract and retain students in science programmes. Selecting and persisting in a science major typically involves coursework across multiple science domains such as physics, chemistry and biology. Therefore, it is important to understand students’ discipline-specific motivational perceptions. The purpose of this study was to examine Chinese high school students’ motivational profiles (i.e. self-efficacy beliefs, perceived values and costs) across three science domains and how the profile membership related to their future educational and career aspirations. Latent profile analysis identified four profiles: low group (i.e. low self-efficacy, low value, moderately low cost), moderate all group (i.e. moderate self-efficacy, moderate value, moderate cost), moderately high group (i.e. moderate self-efficacy, moderately high value, moderately high cost) and high efficacy/low cost group (i.e. moderately high self-efficacy, moderate value, low cost). The profile membership was differentially related to students’ exam choices and major/career choices across three science domains. Findings of this study contribute to understanding the influence of motivational beliefs on students’ choice behaviours and suggest implications for future instructional interventions.

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Publication Details

Journal
International Journal of Science Education
Published
2026-10-27
DOI
https://doi.org/10.1080/09500693.2026.2746791
Primary Topic
Education, Achievement, and Giftedness
Type
article
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article

High school students’ motivational profiles across three science domains and their associations with educational and career aspirations

Xiaoyang Gong, Bradley W. Bergey, Ying Jin
International Journal of Science Education
Education, Achievement, and Giftedness
article

High school students’ motivational profiles across three science domains and their associations with educational and career aspirations

Xiaoyang Gong, Bradley W. Bergey, Ying Jin
article en

Abstract

One important mission of science education is to create a highly educated and skilled STEM workforce, yet in China as in many Western countries, universities often struggle to attract and retain students in science programmes. Selecting and persisting in a science major typically involves coursework across multiple science domains such as physics, chemistry and biology. Therefore, it is important to understand students’ discipline-specific motivational perceptions. The purpose of this study was to examine Chinese high school students’ motivational profiles (i.e. self-efficacy beliefs, perceived values and costs) across three science domains and how the profile membership related to their future educational and career aspirations. Latent profile analysis identified four profiles: low group (i.e. low self-efficacy, low value, moderately low cost), moderate all group (i.e. moderate self-efficacy, moderate value, moderate cost), moderately high group (i.e. moderate self-efficacy, moderately high value, moderately high cost) and high efficacy/low cost group (i.e. moderately high self-efficacy, moderate value, low cost). The profile membership was differentially related to students’ exam choices and major/career choices across three science domains. Findings of this study contribute to understanding the influence of motivational beliefs on students’ choice behaviours and suggest implications for future instructional interventions.

International Journal of Science Education
Queens College, CUNY (US), Tianjin Normal University (CN)
Quality education
Openalex Percentile: Top 8%
Education, Achievement, and Giftedness
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High school students’ motivational profiles across three science domains and their associations with educational and career aspirations — Xiaoyang Gong, Bradley W. Bergey, et al. · International Journal of Science Education (2026) | TGRS Research Map | TGRS