Will Dobbie

Harvard Kennedy School

Working Papers

Algorithmic Recommendations and Human Discretion

revise and resubmit at Review of Economic Studies

Changing Opportunity: Sociological Mechanisms Underlying Growing Class Gaps and Shrinking Race Gaps in Economic Mobility

with Raj Chetty, Benjamin Goldman, Sonya Porter, and Crystal Yang

Building Non-Discriminatory Algorithms in Selected Data

with David Arnold and Peter Hull

Peer-Reviewed Publications

Increasing the Demand for Workers with a Criminal Record

with Zoë Cullen and Mitchell Hoffman

Quarterly Journal of Economics, 138(1): 103-150, 2023.

Measuring Racial Discrimination in Bail Decisions

with David Arnold and Peter Hull

American Economic Review, 112(9): 2992-3038, 2022.

See also: pre-publication version

Measuring Bias in Consumer Lending

with Andres Liberman, Daniel Paravisini, and Vikram Pathania

Review of Economic Studies, 88(6): 2799-2832, 2021.

Bad Credit, No Problem? Credit and Labor Market Consequences of Bad Credit Reports

with Paul Goldsmith-Pinkham, Neale Mahoney, and Jae Song

Journal of Finance, 75(5): 2377-2419, 2020.

Charter Schools and Labor Market Outcomes

with Roland Fryer

Journal of Labor Economics, 38(4): 915-957, 2020.

Targeted Debt Relief and the Origins of Financial Distress: Experimental Evidence from Distressed Credit Card Borrowers

with Jae Song

American Economic Review, 110(4): 984-1018, 2020.

The Causes and Consequences of Test Score Manipulation: Evidence from the New York Regents Examinations

with Thomas Dee, Brian Jacob, and Jonah Rockoff

American Economic Journal: Applied Economics, 11(3): 382-423, 2019.

Racial Bias in Bail Decisions

with David Arnold and Crystal Yang

Quarterly Journal of Economics, 133(4): 1885-1932, 2018.

The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges

with Jacob Goldin and Crystal Yang

American Economic Review, 108(2): 201-240, 2018.

Consumer Bankruptcy and Financial Health

with Paul Goldsmith-Pinkham and Crystal Yang

Review of Economics and Statistics, 99(5): 853-869, 2017.

The Medium-Term Impacts of High-Achieving Charter Schools

with Roland Fryer

Journal of Political Economy, 123(5): 985-1037, 2015.

Debt Relief and Debtor Outcomes: Measuring the Effects of Consumer Bankruptcy Protection

with Jae Song

American Economic Review, 105(3): 1272-1311, 2015.

The Impact of Voluntary Youth Service on Future Outcomes: Evidence from Teach For America

with Roland Fryer

The B.E. Journal of Economic Analysis and Policy, 15(3): 1031-1066, 2015.

The Impact of Attending a School with High-Achieving Peers: Evidence from the New York City Exam Schools

with Roland Fryer

American Economic Journal: Applied Economics, 6(3): 58-75, 2014.

Getting Beneath the Veil of Effective Schools: Evidence From New York City

with Roland Fryer

American Economic Journal: Applied Economics, 5(4): 28-60, 2013.

Information Asymmetries in Consumer Credit Markets: Evidence from Payday Lending

with Paige Marta Skiba

American Economic Journal: Applied Economics, 5(4): 256-258, 2013.

Are High-Quality Schools Enough to Increase Achievement Among the Poor? Evidence from the Harlem Children's Zone

with Roland Fryer

American Economic Journal: Applied Economics, 3(3): 158-187, 2011.

Other Publications

Algorithmic Recommendations When the Stakes are High: Evidence from Judicial Elections

with Victoria Angelova and Crystal Yang

American Economic Review: Papers & Proceedings, 114: 633-637, 2024.

The Economic Costs of Pretrial Detention

with Crystal Yang

Brookings Papers on Economic Activity, 2021.

The U.S. Pretrial System: Balancing Individual Rights and Public Interests

with Crystal Yang

Journal of Economic Perspectives, 35(4): 49-70, 2021.

Measuring Racial Discrimination in Algorithms

with David Arnold and Peter Hull

American Economic Review: Papers & Proceedings, 111: 49-54, 2021.

Equal Protection Under Algorithms: A New Statistical and Legal Framework

with Crystal Yang

Michigan Law Review, 119(2): 291-396, 2020.

Proposals for Improving the U.S. Pretrial System

with Crystal Yang

The Hamilton Project, 2019.

Unpublished Manuscripts

The Intergenerational Effects of Parental Incarceration

with Hans Grönqvist, Susan Niknami, Mårten Palme, and Mikael Priks

Macroeconomic Effects of Debt Relief: Consumer Bankruptcy Protections in the Great Recession

with Adrien Auclert and Paul Goldsmith-Pinkham

Comment on Canay, Mogstad, and Mountjoy (2020)

with David Arnold and Crystal Yang

Teacher Characteristics and Student Achievement: Evidence from Teach For America