Designing equitable algorithms

A Chohlas-Wood, M Coots, S Goel… - Nature Computational …, 2023 - nature.com
Predictive algorithms are now commonly used to distribute society's resources and
sanctions. But these algorithms can entrench and exacerbate inequities. To guard against …

The impact of incarceration on employment, earnings, and tax filing

A Garin, DK Koustas, C McPherson, S Norris… - 2024 - nber.org
We study the effect of incarceration on wages, self-employment, and taxes and transfers in
North Carolina and Ohio using two quasi-experimental research designs: discontinuities in …

The Impact of Criminal Financial Sanctions: A Multistate Analysis of Survey and Administrative Data

K Finlay, M Gross, C Lieberman, E Luh… - American Economic …, 2024 - pubs.aeaweb.org
We estimate the impact of financial sanctions in the US criminal justice system, leveraging
nine natural experiments in a regression discontinuity design framework across a diverse …

[图书][B] Criminal court fees, earnings, and expenditures: A multi-state RD analysis of survey and administrative data

C Lieberman, E Luh, M Mueller-Smith… - 2023 - read-me.org
Abstract Millions in the United States face financial sanctions in the criminal court system
each year, totaling over $27 billion in overall criminal debt. In this study, we leverage five …

Race and Ethnicity (Mis) measurement in the US Criminal Justice System

K Finlay, E Luh, MG Mueller-Smith - 2024 - nber.org
ABSTRACT The United States criminal justice system is characterized by substantial
disparities in outcomes across racial and ethnic groups. Understanding these disparities …

Relationships between sleep duration and health among US adults with a history of household incarceration during childhood.

EB Jelsma, FA Varner, AD Benner - American Journal of …, 2024 - psycnet.apa.org
The rate of incarceration in the United States has increased at an alarming rate in the past
30 years and thus so has the number of children having a household member incarcerated …

Adverse Childhood Experiences: Increased Likelihood Of Socioeconomic Disadvantages For Young Adults: Article examines socioeconomic disadvantages for young …

S Ratcliff, K Finlay, J Papp, MC Kearns, PH Niolon… - Health …, 2025 - healthaffairs.org
More than 60 percent of US adults report that they had adverse childhood experiences
(ACEs). For this study of 930,000 children born during the period 1999–2003, we used …

Do foster youth face harsher juvenile justice outcomes? Reinvestigating child welfare bias in juvenile justice processing

EG Goldstein, SA Font, RS Kennedy… - Criminology & Public …, 2024 - Wiley Online Library
Research summary For decades, child welfare scholars and policy makers have been
concerned with the strong association between foster care and juvenile justice involvement …

The Push for Racial Equity in Child Welfare: Can Blind Removals Reduce Disproportionality?

E Jason Baron, EG Goldstein… - Journal of Policy Analysis …, 2023 - Wiley Online Library
We conduct the first quantitative analysis of “blind removals,” an increasingly popular reform
that seeks to reduce the over‐representation of Black children in foster care by eliminating …

Forgotten but not gone: A multi-state analysis of modern-day debt imprisonment

JD Gaebler, P Barghouty, S Vicol, C Phillips, S Goel - Plos one, 2023 - journals.plos.org
In almost every state, courts can jail those who fail to pay fines, fees, and other court debts—
even those resulting from traffic or other non-criminal violations. While debtors' prisons for …