Data and Code for: OPT Reforms and the Relative Supply of STEM Skills

Principal Investigator(s):  View help for Principal Investigator(s) Kevin Shih, UC Riverside; Catalina Amuedo-Dorantes, UC Merced

Version:  View help for Version V1

Name File Type Size Last Modified
1_program.do text/plain 11.8 KB 05/12/2026 10:05:AM
C2004_A.dta text/html 71.6 MB 10/15/2025 03:06:PM
C2005_A.dta text/html 74.7 MB 10/14/2025 09:49:AM
C2006_A.dta text/html 76.9 MB 10/14/2025 10:36:AM
C2007_A.dta text/html 77.6 MB 10/14/2025 09:53:AM
C2008_A.dta text/html 170.7 MB 10/14/2025 09:54:AM
C2009_A.dta text/html 183.3 MB 10/14/2025 09:56:AM
C2010_A.dta text/html 196.5 MB 10/14/2025 09:57:AM
C2011_A.dta text/html 110.5 MB 10/14/2025 10:00:AM
C2012_A.dta text/html 113.5 MB 10/14/2025 10:02:AM

Project Citation: 

Shih, Kevin, and Amuedo-Dorantes, Catalina. Data and Code for: OPT Reforms and the Relative Supply of STEM Skills. Nashville, TN: American Economic Association [publisher], 2026. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2026-05-27. https://doi.org/10.3886/E248186V1

Project Description

Summary:  View help for Summary Data and code for "OPR Reforms and the Relative Supply of STEM Skills"

Scope of Project

Subject Terms:  View help for Subject Terms STEM skills; International students; Optional Practical Training
JEL Classification:  View help for JEL Classification
      F22 International Migration
      I23 Higher Education; Research Institutions
      O30 Innovation; Research and Development; Technological Change; Intellectual Property Rights: General
Geographic Coverage:  View help for Geographic Coverage US Universities
Time Period(s):  View help for Time Period(s) 2003 – 2023 (2003-2023)
Universe:  View help for Universe All higher education institutions awarding associate's, bachelor's, master's, and or doctorate universities in IPEDS from 2003-2023
Data Type(s):  View help for Data Type(s) survey data

Methodology

Unit(s) of Observation:  View help for Unit(s) of Observation universitt

Related Publications

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Published Versions

V1 [2026-05-27]

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Dublin Core

DDI 2.5

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