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Crowd of Black Lives Matters demonstrators marching in the street.
Feature: The Democratic Necessity of Reckoning

Erica Chenoweth reviews scholarship that overwhelmingly shows the Black Lives Matter movement generated high levels of public awareness about systemic racism and increased support for criminal justice reform.

Electronic stock ticker board with numbers and arabic letters.
Feature: Against Rule-of-Thumb Economics

Dani Rodrik argues against neoliberalism’s universal rule-of-thumb approach and for economic analyses grounded in contextual dependencies.

Several hands of team members covering one another in a huddle above a work table.
Feature: Leaders’ Psychological Bravery

Dana Born explores what skills leaders need to cultivate psychological safety on their teams and across their organizations.

Dollars and Euros piled on top of one another.
Feature: Dollar vs. Euro as International Reserve Currencies

Jeffrey Frankel explores the strengths and weaknesses of using the Dollar and the Euro as international reserve currencies.

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

Auditing the Use of Language Models to Guide Hiring Decisions

Gaebler, Johann D., Sharad Goel, Aziz Huq, Prasanna Tambe. "Auditing the Use of Language Models to Guide Hiring Decisions." April 3, 2024.

Showing high-achieving college applicants past admissions outcomes increases undermatching

Tomkins, Sabina, Joshua Grossman, Lindsay Page, and Sharad Goel. "Showing high-achieving college applicants past admissions outcomes increases undermatching." PNAS 120.45 (October 30, 2023): e2306017120.

Media Measurement Matters: Estimating the Persuasive Effects of Partisan Media with Survey and Behavioral Data

Wittenberg, Chloe, Matthew A. Baum, Adam J. Berinsky, Justin de Benedictis-Kessner, and Teppei Yamamoto. "Media Measurement Matters: Estimating the Persuasive Effects of Partisan Media with Survey and Behavioral Data." The Journal of Politics 85.4 (October 2023): 1275-1290.

Algorithmic recommendations have limited effects on polarization: A naturalistic experiment on YouTube

Liu, Naijia, Matthew A. Baum, Adam J. Berinsky, Allison J.B. Chaney, Justin de Benedictis-Kessner, Andy Guess, Dean Knox, Christopher Lucas, Rachel Mariman, and Brandon M. Stewart. "Algorithmic recommendations have limited effects on polarization: A naturalistic experiment on YouTube." September 18, 2023.

Mitigating Included - and Omitted - Variable Bias in Estimates of Disparate Impact

Jung, Jongbin, Sam Corbett-Davies, Johann D. Gaebler, Ravi Shroff, and Sharad Goel. "Mitigating Included - and Omitted - Variable Bias in Estimates of Disparate Impact." .

The Measure and Mismeasure of Fairness

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.

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

Guha, Neel, Sharad Goel, et al. "LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models." August 23, 2023.

Designing equitable algorithms

Chohlas-Wood, Alex, Madison Coots, Sharad Goel & Julian Nyarko. "Designing equitable algorithms." nature computational science 3.7 (July 2023): 601-610.

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." .

Using General Messages to Persuade on a Politicized Scientific Issue

Green, Jon, James N. Druckman, Matthew A. Baum, David Lazer, Katherine Ognyanova, Matthew Simsonson, Jennifer Lin, Mauricio Santillana, and Roy H. Perlis. "Using General Messages to Persuade on a Politicized Scientific Issue." British Journal of Political Science 1-9 (2022).

Sensitive Questions, Spillover Effects, and Asking about Citizenship on the US Census

Baum, Matthew A., Bryce J. Dietrich, and Rebecca Goldstein, and Maya Sen. "Sensitive Questions, Spillover Effects, and Asking about Citizenship on the US Census." The Journal of Politics 84.3 (July 2022): 1869-1873.

A multisource database tracking the impact of the COVID-19 pandemic on the communities of Boston, MA, USA

Ristea, Alina, Riley Tucker, Shunan You, Mehrnaz Amiri, Nicholas Beauchamp, Edgar Castro, Qiliang Chen, Alexandra Ciomek, Bidisha Das, Justin de Benedictis-Kessner, Sage Gibbons, Forrest Hangen, Barrett Montgomery, Petros Papadopoulos, Cordula Robinson, Saina Sheini, Michael Shields, Xin Shu, Michael Wood, Babak Heydari, and Dan O’Brien. "A multisource database tracking the impact of the COVID-19 pandemic on the communities of Boston, MA, USA." Scientific Data 9.1 (June 20, 2022): 330.

Big Tech and Democracy: The Critical Role of Congress

Belei, Bogdan, Toni Bush, Maeve Campbell, Ash Carter, Lucy Chase, Mignon Clyburn, Bennett Craig, Daniel Gastfriend, Dipayan Ghosh, Gene Kimmelman, Heidi Legg, Laura Manley, Nicco Mele, Hong Qu, Amy Robinson, Philip Verveer, and Tom Wheeler. "Big Tech and Democracy: The Critical Role of Congress." April 2019.