Harvard Kennedy School faculty disseminate their research in working publications and papers that contribute to public knowledge and fuel policy innovation. This list features recent faculty publications, including journal articles, books, edited volumes, research papers, and public testimony.
Faculty Publications
Gaebler, Johann D., and Sharad Goel. "A Simple, Statistically Robust Test of Discrimination." 9 July 2024.
Grossman, Joshua, Julian Nyarko, and Sharad Goel. "Reconciling Legal and Empirical Conceptions of Disparate Impact." .
Gaebler, Johann D., Phoebe Barghouty, Sarah Vicol, Cheryl Phillips, and Sharad Goel. "Forgotten but not gone: A multi-state analysis of modern-day debt imprisonment." PLOS One 18.9 (September 13, 2023).
Jung, Jongbin, Sam Corbett-Davies, Johann D. Gaebler, Ravi Shroff, and Sharad Goel. "Mitigating Included - and Omitted - Variable Bias in Estimates of Disparate Impact." .
Corbett-Davies, Sam, Johann D. Gaebler, Hamed Nilforoshan, Ravi Shroff, and Sharad Goel. "The Measure and Mismeasure of Fairness." Journal of Machine Learning Research 24 (2023): 1-117.
Zanger-Tishler, Michael, Julian Nyarko, and Sharad Goel. "Risk Scores, Label Bias, and Everything but the Kitchen Sink." .
Automated Court Date Reminders Reduce Warrants for Arrest: Evidence from a Text Messaging Experiment
Chohlas-Wood, Alex, Madison Coots, Joe Nudell, Julian Nyarko, Emma Brunskill, Todd Rogers, and Sharad Goel. "Automated Court Date Reminders Reduce Warrants for Arrest: Evidence from a Text Messaging Experiment." .
Tomkins, Sabina, Keniel Yao, Johann Gaebler, Tobias Konitzer, David Rothschild, Marc Meredith, and Sharad Goel. "Blocks as Geographic Discontinuities: The Effect of Polling-Place Assignment on Voting." Political Analysis 31.2 (April 2023): 165-180.
Grossman, Joshua, Julian Nyarko, and Sharad Goel. "Racial bias as a multi-stage, multi-actor problem: An analysis of pretrial detention." Journal of Empirical Legal Studies 1 (March 2023): 86-133.
Cai, William, Johann Gaebler, Justin Kaashoek, Lisa Pinals, Samuel Madden, and Sharad Goel. "Measuring racial and ethnic disparities in traffic enforcement with large-scale telematics data." PNAS Nexus 1.4 (September 2022).
Cai, William, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, and Sharad Goel. "Adaptive Sampling Strategies to Construct Equitable Training Datasets." FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency (June 2022): 1467-1478.
Chohlas-Wood, Alex, Marissa Gerchick, Sharad Goel, Aziz Z. Huq, Amy Shoemaker, Ravi Shroff, and Keniel Yao. "Identifying and Measuring Excessive and Discriminatory Policing." University of Chicago Law Review 89.2 (March 2022): 441-475.
Gaebler, Johann, William Cai, Guillaume Basse, Ravi Shroff, Sharad Goel, and Jennifer Hill. "A Causal Framework for Observational Studies of Discrimination." Statistics and Public Policy 9.1 (2022): 26-48.
Chohlas-Wood, Alex, Madison Coots, Henry Zhu, Emma Brunskill, and Sharad Goel. "Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making." February 2022.
Nyarko, Julian, Sharad Goel, and Roseanna Sommers. "Breaking Taboos in Fair Machine Learning: An Experimental Study." EAAMO '21: Equity and Access in Algorithms, Mechanisms, and Optimization. Association for Computing Machinery, 2021.
Chohlas-Wood, Alex, Joe Nudell, Keniel Yao, Zhiyuan (Jerry) Lin, Julian Nyarko, and Sharad Goel. "Blind Justice: Algorithmically Masking Race in Charging Decisions." Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, July 2021, 35-45.
Chohlas-Wood, Alex, Marissa Gerchick, Sharad Goel, Aziz Huq, Amy Shoemaker, Ravi Shroff, and Keniel Yao. "Empirical Approaches to Identify Systemic Discrimination in Policing." .
Goel, Sharad, Ravi Shroff, Jennifer Skeem, and Christopher Slobogin. "The accuracy, equity, and jurisprudence of criminal risk assessment." Research handbook on Big Data Law. Ed. Roland Vogl. Edward Elgar Publishing, 2021, 9-28.