Department of Educational Foundations and Leadership, Old Dominion University, Norfolk, Virginia, USA.
Department of Educational & Counseling Psychology, McGill University, Montreal, Quebec, Canada.
Ann N Y Acad Sci. 2023 Aug;1526(1):73-83. doi: 10.1111/nyas.15031. Epub 2023 Jul 4.
Using latent profile analysis, we identified profiles of expectancy beliefs, perceived values, and perceived costs among 1433 first- and second-year undergraduates in an introductory chemistry course for STEMM majors. We also investigated demographic differences in profile membership and the relation of profiles to chemistry final exam achievement, science/STEMM credits completed, and graduating with a science/STEMM major. Four motivational profiles were identified: Moderately Confident and Costly (profile 1), Mixed Values-Costs/Moderate-High Confidence (profile 2), High Confidence and Values/Moderate-Low Costs (profile 3), and High All (profile 4). Underrepresented students in STEMM were more likely to be in profile 2 relative to profile 3. First-generation college students were more likely to be in profile 4 than profile 3. Finally, students likely to be in profile 3 had higher final exam grades than the other profiles and were more likely to graduate with a science major compared to profile 1. There were no differences in graduating science major between profile 3 and the other two profiles. Thus, profile 3 was most adaptive for both proximal (final exam) and distal (graduating with a science major) outcomes. Results suggest that supporting motivation early in college is important for persistence and ultimately the talent development of undergraduate STEMM students.
我们采用潜在剖面分析,在一门针对 STEMM 专业学生的入门化学课程中,对 1433 名大一和大二学生的期望信念、感知价值和感知成本进行了分析。我们还调查了不同群体在轮廓特征上的差异,以及这些特征与化学期末考试成绩、科学/STEMM 学分完成情况以及获得科学/STEMM 专业学位之间的关系。确定了四种动机特征:中等自信和高成本(特征 1)、混合价值观/成本/中等-高自信(特征 2)、高自信和价值观/中等-低成本(特征 3)和高全部(特征 4)。相对特征 3, STEMM 领域的代表性不足的学生更有可能处于特征 2 中。第一代大学生比特征 3 更有可能处于特征 4 中。最后,处于特征 3 的学生期末考试成绩比其他特征更高,与特征 1 相比,他们更有可能获得科学专业学位。特征 3 与其他两个特征在获得科学专业学位方面没有差异。因此,特征 3 对近期(期末考试)和远期(获得科学专业学位)结果都具有适应性。研究结果表明,在大学早期阶段支持动机对于学生的坚持和最终 STEMM 专业本科生的人才发展非常重要。