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2017 - Foreign Peer Effects and STEM Major Choice

Attribution: Anelli, Massimo, Shih, Kevin, & Williams, Kevin
Researchers: Kevin ShihKevin WilliamsMassimo Anelli
University Affiliation: Bocconi University
Email: massimo.anelli@unibocconi.it
Research Question:
This paper aims to estimate the impact of foreign peers on native STEM major choice.
Published: Yes
Journal Name or Institutional Affiliation: IZA Institute of Labor Economics
Journal Entry:
Year: 2017
Findings:

– Results reveal that foreign peers lower the probability natives graduate with a STEM degree, mostly inducing switches to Social Science.
– A 1 standard deviation increase in foreign peers reduces the likelihood of native-born students to graduate with STEM majors by 3 percentage points — equivalent to 3.7 native students displaced for 9 additional foreign students in an average course.
– STEM displacement is offset by an increased likelihood of choosing Social Science majors.
– The earnings prospects of displaced students are minimally affected, as they appear to be choosing Social Science majors with equally high earning power.
– Comparative advantage and linguistic dissonance may operate as underlying mechanisms.
– The probability of graduating with a STEM major is positively correlated with peer SAT math and negatively correlated with peer SAT verbal and High School GPA.
– Including foreign peer composition across all other classes did not change the results, indicating that the transmission of foreign peer impacts on STEM major choice occurs within introductory math classes as opposed to other courses.

Keywords: College Major ChoiceHigher EducationImmigrationPeer EffectsPeersPostsecondary EducationSTEM Major SelectionRegions: WestMethodologies: QuantitativeResearch Designs: Administrative DataAnalysis Methods: Linear Probability Model with Fixed Effect Models Sampling Frame:Undergrad students in introductory math classes
Sampling Types: Non-Random - PurposiveAnalysis Units: StudentData Types: Quantitative-Longitudinal
Data Description:

This paper uses administrative student records from a public, land-grant university in California. The authors focus on introductory math courses, which are defined as the set of math courses that are listed as satisfying a university-wide quantitative course requirement and also satisfy mathematics prerequisites required for STEM majors.

The authors limit the analysis to new freshmen enrolled in an introductory math course in fall 2000 through fall 2006. The sample consists of 16,830 first-term native freshmen.

IV: Gender; Race/ethnicity; Nativity (country of origin); High school GPA; Course enrollment; Foreign peer exposure (measured within classes); SAT math, verbal, and combined scores

DV: The outcome variable is a dummy variable equal to 1 if the student graduated with a STEM major within 6 years from the first term of enrollment, and 0 otherwise.

Authors control for course-by-term indicators (σct) and course-by-professor fixed effects (σcp).

Theoretical Framework:
Relevance:STEM Entrance and Majoring in STEM
Archives: K-16 STEM Abstracts
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