A Longitudinal Study of Science Core School Students' STEM Career Motivation

Sein Shin, A. Rachmatullah, M. Ha, Jun-Ki Lee
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Abstract

The purpose of the present study is to analyze the trajectory of science core school students’ STEM career motivation and to examine the relationship between the trajectory patterns and students’ tracks. Longitudinal STEM career motivation data with seven constructs were collected from 256 students for five semesters and the data were analyzed by using group-based trajectory modelling analysis. In order to examine the relationship between trajectory pattern groups and the tracks, chi-square tests were conducted. Based on our findings, we found that students are likely to have similar trajectory patterns in STEM career education experience and in their perception towards STEM career value. In terms of parents’ support, academic self-efficacy and STEM career motivation aspects are divided into two distinctive trajectory groups (‘high’ and ‘low’ group), while two other variables, STEM career self-efficacy and STEM career interest, are divided into three trajectory groups (‘moderate declining’, ‘high declining’, ‘increasing’ group). Most of the trajectory groups are shown the pattern that the level of each constructs increase until their second academic year, then after that, the patterns started going down. Moreover, there are significant relationship between track and each trajectory groups. Science track and science-core track students have similar trajectory patterns. In contrast, humanities track students have different trajectory groups in some constructs. Based on these findings, we suggest that STEM career education environment should consider various patterns of students’ STEM career development.
科学核心学校学生STEM职业动机的纵向研究
本研究旨在分析科学核心学校学生STEM职业动机的轨迹,并探讨轨迹模式与学生轨迹之间的关系。采用基于群体的轨迹模型分析方法,对256名大学生5个学期的STEM职业动机数据进行了分析。为了检验轨迹模式组与轨迹之间的关系,我们进行了卡方检验。根据我们的研究结果,我们发现学生在STEM职业教育经历和对STEM职业价值的看法上可能有相似的轨迹模式。在父母支持方面,学术自我效能感和STEM职业动机方面被分为两个不同的轨迹组(“高”和“低”组),STEM职业自我效能感和STEM职业兴趣两个变量被分为三个轨迹组(“中度下降”、“高度下降”、“上升”组)。大多数轨迹组的模式是每个构念的水平都在上升,直到他们的第二学年,然后,模式开始下降。此外,轨迹与各轨迹组之间存在显著的相关关系。科学轨道和科学核心轨道学生的轨迹模式相似。人文学科学生在某些构念上存在不同的轨迹群体。基于这些发现,我们建议STEM职业教育环境应该考虑学生STEM职业发展的各种模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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