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College Enrollment and STEM Major Choice in a Rural State: A Statewide Examination of Recent High School Cohorts

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TLDR
This article used a statewide longitudinal sample (N = 3,119) to analyze college enrollment and STEM major choice patterns of Montana's public high school students in the academic years of 2013-2017.
Abstract
Rural students account for almost 20% of the US K-12 students, but rural context varies from state to state. This study uses a statewide longitudinal sample (N = 3,119) to analyze college enrollment and STEM major choice patterns of Montana’s public high school students in the academic years of 2013-2017. The binary logistic regressions showed that Montanan students are more likely to enroll into a 4-year institution than a 2-year institution. Also, students enrolled at a 4-year institution are more likely to consider STEM majors than students at a 2-year institution. Although high school GPA and ACT STEM scores are strong predictors for both college enrollment and STEM major choice, findings for race/ethnicity, gender, and free or reduced-price lunch status varied across the two outcomes. Specifically, race/ethnicity contributes to variation in college enrollment, but not STEM major choice. Similarly, free or reduced-price lunch status in high school is predictive of college enrollment, but not for STEM major choice. Although there was no difference in college enrollment type for gender, male students are more likely to select a STEM major, and this trend occurs at a rate of three times higher at a 4-year institution versus a 2-year institution. Our findings provide additional nuances of rural students, contributing to the understanding of their college enrollment and STEM major choices in the context of Montana - a large geographic, low populous state - which has received less attention than urban and high-density states.

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High School GPAs and ACT Scores as Predictors of College Completion: Examining Assumptions about Consistency across High Schools.

TL;DR: High school GPAs (HSGPAs) are often perceived to represent inconsistent levels of readiness for college across high schools, whereas test scores (e.g., ACT scores) are seen as comparable as mentioned in this paper.

Roots and Stems? Examining Field of Study Choices Among Northern and Rural Youth in Canada

David Zarifa
TL;DR: In this article, the authors examine regional inequalities in accessing Science, Technology, Engineering, and Mathematics (STEM)-related fields at both the university and non-university levels and find that location of residence does impact field choices, as students from northern and rural areas were less likely to enter STEM as well as non-STEM, university programs.
References
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Book

Statistical Methods for the Social Sciences

TL;DR: In this article, the authors describe the role of computers in statistics and their role in statistical inference, and present a set of tools for the analysis of the data and the inference of the results.
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Student Hunger on Campus: Food Insecurity Among College Students and Implications for Academic Institutions.

TL;DR: Food insecurity among college students is an important public health concern that might have implications for academic performance, retention, and graduation rates and Universities that measure food insecurity among their students will be better positioned to advocate for policy changes at state and federal levels regarding college affordability and student financial assistance.
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College Major Choice in STEM: Revisiting Confidence and Demographic Factors

TL;DR: For example, Herrara et al. as mentioned in this paper examined confidence and background variables (e.g., gender, minority status, parental occupation) as predictors of science, technology, engineering, and mathematics (STEM) major choice.
Journal ArticleDOI

College Performance and Retention: A Meta-Analysis of the Predictive Validities of ACT® Scores, High School Grades, and SES

TL;DR: In this paper, a meta-analysis examines the strength of the relationships of ACT® Composite scores, high school grades, and socioeconomic status (SES) with academic performance and persistence into the 2nd and 3rd years at 4-year colleges and universities.
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