Department of Teaching & Learning, Florida International University, Miami, Florida, USA.
STEM Transformation Institute, Florida International University, Miami, Florida, USA.
Ann N Y Acad Sci. 2023 Aug;1526(1):138-147. doi: 10.1111/nyas.15013. Epub 2023 Jun 7.
Informal STEM learning experiences (ISLEs), such as participating in science, computing, and engineering clubs and camps, have been associated with the development of youth's science, technology, engineering, and mathematics interests and career aspirations. However, research on ISLEs predominantly focuses on institutional settings such as museums and science centers, which are often discursively inaccessible to youth who identify with minoritized demographic groups. Using latent class analysis, we identify five general profiles (i.e., classes) of childhood participation in ISLEs from data reported by a nationally representative sample of college students (N = 15,579). Results show that childhood participation in specific typologies of ISLEs (i.e., setting and activity type) is associated with youth's disciplinary interests at the end of high school. Participation in outdoor activities that invite observation is more often reported by female respondents and is negatively associated with interest in computing and mathematics. Participation in indoor activities that invite object manipulation is more often reported by male respondents and is positively associated with interest in computing and engineering. However, frequent participation in multiple ISLEs is positively associated with interest in "science." These results elucidate stereotypical discourses that reinforce the exclusion of minoritized students and expose critical areas needing reform.
非正式的 STEM 学习体验(ISLE),例如参加科学、计算机和工程俱乐部和营地,与青少年的科学、技术、工程和数学兴趣和职业志向的发展有关。然而,关于 ISLE 的研究主要集中在博物馆和科学中心等机构环境上,而这些环境往往对认同少数群体的青少年来说在话语上是无法接近的。我们使用潜在类别分析,根据全国代表性的大学生样本(N=15579)报告的数据,确定了 ISLE 中五种一般参与类型(即类别)。结果表明,青少年在特定类型的 ISLE 中的参与(即设置和活动类型)与他们在高中结束时的学科兴趣有关。邀请观察的户外活动的参与更多地被女性受访者报告,与对计算机和数学的兴趣呈负相关。邀请进行物体操作的室内活动更多地被男性受访者报告,与对计算机和工程的兴趣呈正相关。然而,频繁参与多种 ISLE 与对“科学”的兴趣呈正相关。这些结果阐明了强化少数群体学生排斥的刻板印象话语,并揭示了需要改革的关键领域。