Developmental Trajectories of Adolescents' Math Motivation: The Role of Mindset and Perceptions of Informal STEM Learning Site Inclusivity.

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-07-01 Epub Date: 2024-02-28 DOI:10.1007/s10964-024-01949-0
Emine Ozturk, Mengya Zhao, Adam J Hoffman, Angelina Joy, Christina S Marlow, Fidelia Law, Ashley R Deutsch, Channing J Mathews, Luke McGuire, Frances Balkwill, Karen Burns, Laurence Butler, Marc Drews, Grace Fields, Hannah Smith, Mark Winterbottom, Adam Rutland, Adam Hartstone-Rose, Kelly Lynn Mulvey
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Abstract

Motivation is a key factor in engagement, achievement, and career choices in science, technology, engineering, and mathematics (STEM). While existing research has focused on student motivation toward math in formal school programs, new work is needed that focuses on motivation for those involved in informal STEM programs. Specifically, the role of math mindset and perceived inclusivity of informal STEM sites (to those of varying gender and ethnic backgrounds) on longitudinal trajectories of adolescents' math motivation has not been explored. This study investigates longitudinal changes in math expectancy, interest, and utility values and the effects of math fixed mindset, math growth mindset, and perceptions of the inclusivity of informal STEM learning sites on these changes for adolescents participating in STEM programs at these informal sites in the United Kingdom and the United States (n = 249, MT1age = 15.2, SD = 1.59). Three latent growth curve models were tested. The data suggest that math expectancy, interest, and utility values declined over three years. Growth mindset positively predicted changes in utility, while fixed mindset negatively predicted changes in utility. Inclusivity positively influenced the initial levels of utility. Girls reported lower initial expectancy than boys. Age influenced both the initial levels and rate of change for expectancy. Older adolescents had lower levels of expectancy compared to their younger counterparts; however, they had a less steep decline in expectancy over three years. These findings suggest that designing inclusive learning environments and promoting growth mindset may encourage math motivation.

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青少年数学学习动机的发展轨迹:心态的作用以及对非正规 STEM 学习场所包容性的看法》。
在科学、技术、工程和数学(STEM)领域,动机是影响参与、成绩和职业选择的关键因素。现有的研究主要关注正规学校项目中学生的数学学习动机,而对于非正规 STEM 项目中学生的学习动机,还需要开展新的研究。具体来说,数学思维模式和非正式 STEM 项目(对不同性别和种族背景的学生)的包容性对青少年数学学习动机的纵向轨迹所起的作用尚未得到探讨。本研究调查了在英国和美国参加非正式 STEM 项目的青少年(n = 249,MT1 年龄 = 15.2,SD = 1.59)在数学期望值、兴趣和效用值方面的纵向变化,以及数学固定心态、数学成长心态和对非正式 STEM 学习场所包容性的看法对这些变化的影响。测试了三种潜在的成长曲线模型。数据表明,数学期望值、兴趣和效用值在三年内有所下降。成长型思维模式对效用值的变化有积极的预测作用,而固定型思维模式对效用值的变化有消极的预测作用。包容性对效用的初始水平有积极影响。女生的初始期望值低于男生。年龄对期望值的初始水平和变化率都有影响。与年龄较小的青少年相比,年龄较大的青少年的期望值较低;不过,他们的期望值在三年内的下降幅度较小。这些研究结果表明,设计包容性的学习环境和促进成长型思维可能会激发学生的数学学习动机。
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