Publications
Applied Econometrics
1. Design-Based Identification with Formula Instruments: A Review. With Kirill Borusyak & Xavier Jaravel
Econometrics Journal, Forthcoming
2. Contamination Bias in Linear Regressions. With Paul Goldsmith-Pinkham & Michal Kolesar
American Economic Review, 2024. Twitter thread
3. Negative Weights are no Concern in Design-Based Specifications. With Kirill Borusyak
AEA Papers and Proceedings, 2024. Appendix | Twitter thread
4. Non-Random Exposure to Exogenous Shocks. With Kirill Borusyak
Econometrica, 2023. Twitter thread | Working paper | Code
5. Methods for Measuring School Effectiveness. With Joshua Angrist & Christopher Walters
Handbook of the Economics of Education, 2023. Code
6. Quasi-Experimental Shift-Share Research Designs. With Kirill Borusyak & Xavier Jaravel
Review of Economic Studies, 2022. Appendix | Code
Discrimination
7. Building Non-Discriminatory Algorithms in Selected Data. With David Arnold & Will Dobbie
Updated October 2024. American Economic Review: Insights, Forthcoming. Twitter thread
8. Unwarranted Disparity in High-Stakes Decisions: Race Measurement and Policy Responses. With E. Jason Baron, Joseph J. Doyle, Jr., Natalia Emanuel, & Joseph Ryan
In CRIW Race, Ethnicity, and Economic Statistics for the 21st Century, Forthcoming
9. Discrimination in Multi-Phase Systems: Evidence from Child Protection. With E. Jason Baron, Joseph J. Doyle, Jr., Natalia Emanuel, & Joseph Ryan
Quarterly Journal of Economics, 2024. Appendix | Code | Twitter thread
10. Measuring Racial Discrimination in Bail Decisions. With David Arnold & Will Dobbie
American Economic Review, 2022. Appendix | Twitter thread | Presentation video
11. Measuring Racial Discrimination in Algorithms. With David Arnold & Will Dobbie
AEA Papers and Proceedings, 2021. Appendix | NBER version
Education
12. Race and the Mismeasure of School Quality. With Joshua Angrist, Parag Pathak, & Christopher Walters
American Economic Review: Insights, 2024 Twitter thread
13. Credible School Value-Added with Undersubscribed School Lotteries. With Joshua Angrist, Parag Pathak, & Christopher Walters
Review of Economics and Statistics, 2024. Twitter thread | Code
14. Leveraging Lotteries for School Value-Added: Testing and Estimation, With Joshua Angrist, Parag Pathak, & Christopher Walters
Quarterly Journal of Economics, 2017. Appendix | Code
15. Charters Without Lotteries: Testing Takeovers in New Orleans and Boston. With Atila Abdulkadiroğlu, Joshua Angrist, & Parag Pathak
American Economic Review, 2016. Appendix | Code | Video
16. Interpreting Tests of School VAM Validity. With Joshua Angrist, Parag Pathak, & Christopher Walters
American Economic Review: Papers & Proceedings, 2016. Code
Healthcare
17. Instrumental Variables Methods Reconcile Intention-to-Screen Effects Across Pragmatic Cancer Screening Trials. With Joshua Angrist
PNAS, 2023. Twitter thread | Code
18. Geographic Access to Federally Qualified Health Centers Before and After the Affordable Care Act. With Caroline Behr, John Hsu, Joseph Newhouse, and Vicki Fung
BMC Health Services Research, 2022.
19. Mortality Effects and Choice Across Private Health Insurance Plans. With Jason Abaluck, Mauricio Caceres Bravo, & Amanda Starc
Quarterly Journal of Economics, 2021. Appendix | Code | Twitter thread | Video
20. Payment Discrepancies and Access to Primary Care Physicians for Dual-Eligible Medicare-Medicaid Beneficiaries. With Vicki Fung, Stephen McCarthy, Mary Price, Benjamin Lê Cook, John Hsu, & Joseph Newhouse
Medical Care, 2021
21. Assessment of the Patient Protection and Affordable Care Act's Increase in Fees for Primary Care and Access to Care for Dual-Eligible Beneficiaries. With Vicki Fung, Mary Price, Benjamin Lê Cook, John Hsu, & Joseph Newhouse
JAMA Open, 2021
22. The Impact of Funding for Federally Qualified Health Centers on Utilization and Emergency Department Visits in Massachusetts. With Catherine Myong, Mary Price, John Hsu, Joseph Newhouse, & Vicki Fung
PLOS One, 2020
23. Access to Care Among Medicaid and Uninsured Patients in Community Health Centers After the Affordable Care Act. With Veri Seo, Travis Baggett, Anne Thorndike, John Hsu, Joseph Newhouse, & Vicki Fung
BMC Health Services Research, 2019
24. Adjusting Risk Adjustment - Accounting for Variation in Diagnostic Intensity. With Amy Finkelstein, Matthew Gentzkow, & Heidi Williams
New England Journal of Medicine, 2017. Appendix | Code | Data
Other Topics
25. Joshua David Angrist (1960-).
Palgrave Companion to MIT Economics, forthcoming.
26. Labor by Design: Contributions of David Card, Joshua Angrist, and Guido Imbens. With Michal Kolesár & Christopher Walters
Scandinavian Journal of Economics, 2022.
27. Economic Shocks and Civil Conflict: Evidence from Foreign Interest Rate Movements. With Masami Imai
Journal of Development Economics, 2013
28. Does Taxation on Banks Mean Taxation on Bank-Dependent Borrowers? With Masami Imai
Economics Bulletin, 2012
29. Credit Ratings and Security Prices in the Subprime MBS Market. With Adam Ashcraft, Paul Goldsmith-Pinkham, & James Vickery
American Economic Review: Papers & Proceedings, 2011