Research at the DAO

The DATA Lab at the Philadelphia District Attorney’s Office (DAO) uses police, court, and other data streams to support a wide range of research on the criminal legal system. Following are DAO DATA Lab grant-funded partnerships, DAO research publications and published and ongoing studies with research partners. We work with external partners across all phases of the research arc to help develop impactful interventions, evaluations, and scholarship. This includes discussions around data sharing, data use agreements, and facilitating research involving Assistant District Attorneys (ADAs) and DAO personnel.

The DAO DATA Lab was created by District Attorney Krasner to help the Philadelphia District Attorney’s Office and the criminal legal system end the era of mass incarceration and mass supervision, and to ensure transparency and accountability while doing so. During a time of rapid change in the criminal legal system, the DATA Lab supports research that aligns with the following principles:

  • Provide external evaluation of DAO decisions, processes, and policies
  • Investigate racism, sexism, classism, and other systemic disparities in the criminal legal system
  • Involve and center communities most impacted by criminal legal system
  • Improve the day-to-day functioning of the DAO (e.g., training, case processing, work product)
  • Offer potential long-term benefits to DAO (e.g., process, maps, reports, code)
  • Complement DAO resources and helping to better understand social problems and the role of DAO
  • Address research questions of immediate interest or specific need and help fill gaps in social science research
  • Work with investigators who are subject-matter experts on topic(s) of inquiry

Grant-Funded Partnerships

Measuring the Impacts of Juvenile Diversion Program Expansion in Philadelphia and Montgomery Counties: A partnership with Drexel University’s Juvenile Justice and Reform Lab, supported by Arnold Ventures

Researchers: Dr. Naomi Goldstein, Dr. Amanda NeMoyer (Drexel University, Juvenile Justice and Reform Lab)

An evaluation of the short and long-term effectiveness of recent reforms to Juvenile Diversion programs in Philadelphia and Montgomery Counties.

$15,000 to the Philadelphia District Attorney’s Office (total award $486,911)

CoLab Initiative

Director: Tyrell Mann-Barnes

Data CoLab is a data-driven initiative guided by principles of community-based participatory research. Community-based participatory research is a collaborative approach to research that enables community stakeholders and researchers to co-own and co-direct research activities. This approach centers equity, power sharing, and community expertise and needs. This model emphasizes the research-to-action pipeline to create evidence-based, community-driven interventions.

$1.7 million over 3 years to DAO and community partners

Investigating long-term outcomes of Focused Deterrence and Cure Violence in Philadelphia: A partnership with Temple University supported by the Fund for a Safer Future.

Researchers: Caterina Roman, Nicole Johnson (Temple University). Kevin Wolff (CUNY John Jay College)

A follow-up study to better understand unanticipated and longer-term impact of gun violence prevention programs implemented in Philadelphia in the last decade.

$100k to DAO, $100k to Temple/John Jay

A researchable prosecutorial office in the criminal justice reform era: A partnership with the University of Pennsylvania and Temple University supported by Arnold Ventures and the Chan Zuckerberg Initiative

Researchers: Greg Ridgeway, Aurélie Ouss, David Abrams, Aaron Chalfin, Paul Heaton, Charles Loeffler, Francesca Amaral, Miguel Garza-Casado, Viet Nguyen, Lee Ozier, Lindsay Graef, Julia Reinhold (University of Pennsylvania). Peter Jones, Jeffrey T. Ward, E. Rely Vîlcică, Caterina G. Roman, Cathryn Rosen, Cheryl Irons, Doris Weiland (Temple University)

Press Release

The DATA Lab and DAO are working with independent researchers at the University of Pennsylvania and Temple University to investigate the impacts of ADA discretionary decision-making and prosecutor-led criminal legal reform. Funded by the largest research grant in the history of the DAO, this private-public collaboration with local universities aims to study the short- and long-term impacts of prosecutorial decision-making on individuals, families, and communities in Philadelphia.

$4.5M over 3 years to DAO, $2.2M over 3 years to Penn Criminology and Temple Criminal Justice

DAO Publications

2023 RACIAL INJUSTICE REPORT: Disparities in Philadelphia’s Criminal Courts from 2015-2022

Report Press Release Web Story

A report quantifying racial disproportionalities and disparate outcomes observed at multiple stages of a criminal case, using Philadelphia police, DAO, and court data spanning 2015 to 2022

100 Shooting Review Committee Report

Report Press Release View DAO Excerpts

A report on increased gun violence, homicide, and access to firearms in the City of Philadelphia co-authored by the DAO, Philadelphia Police Department, Department of Public Health, and Defender Association.

Ending mass supervision: Evaluating reforms in the Philadelphia District Attorney's Office

Report Press Release

An assessment documenting reductions in community supervision lengths under two DAO policies. Racial disparities in sentencing decreased and the reforms were implemented without increases in re-charge rates.

Prosecutor-led bail reform: Year one

Report Press Release

A DAO evaluation of bail reform implemented by the DAO in 2018 showing that the policy reduced the use of cash bail without impacting recidivism or court appearance rates. The wide-ranging policy applied to over three in five charges, allowing approximately 1,750 additional Philadelphians to be released without cash bail in 2018, and was implemented at no cost. (See Ouss and Stevenson in Published Studies for more).

Overturning Convictions--and an Era: Conviction Integrity Unit Report January 2018 - June 2021

Report Press Release

A report detailing the work of the Conviction Integrity Unit from January 2018 through June 2021. The report encompasses exonerations, commutations, sentencing adjustments, active investigations, cases declined or closed, and cases awaiting review. It highlights the 20 individuals exonerated in this time period, all but one of the which occurred because of official misconduct committed by prosecutors and/or police, such as withholding exculpatory evidence, coercing false confessions, or committing perjury.

Published Studies

Can You Erase the Mark of a Criminal Record? Labor Market Impacts of Criminal Record Remediation

Researchers: Amanda Y. Agan (Rutgers University), Andrew Garin (Carnegie Mellon University), Dmitri K. Koustas (University of Chicago), Alexandre Mas, Crystal Yang (University of California, Berkeley)

Full Report Podcast

This project aims to evaluate the effects of three criminal record-clearing laws on individuals’ labor market outcomes. The four jurisdictions examined are Maryland, New Jersey, Pennsylvania, and Bexar County, Texas.

Failures to Appear in Philadelphia Courts

Researchers: Lindsay Graef (University of Pennsylvania), Sandra Mayson (University of Pennsylvania), Aurélie Ouss (University of Pennsylvania), Megan T. Stevenson (University of Virginia School of Law)

Paper White Paper Inquirer Op-Ed

During a ten-year span in Philadelphia, police officers, private attorneys, victims, and other witnesses failed to appear in over twice as many cases as defendants. Repeated nonappearance has a profound negative impact on both the progress and completion of criminal cases, as well as the legitimacy of the legal system handling them.

Researchers: Jennifer Wood (Temple University), Leah G. Pope, Amanda Warnock, Michael T. Compton (Columbia University), Aaron Stagoff-Belfort, Jason Tan de Bibiana (Vera Institute of Justice), & Amy C. Watson (University of Wisconsin Milwaukee)

Report 1 Report 2

Two qualitative explorations of how criminal legal system actors in Philadelphia, Atlanta, Chicago, and New York City handle cases involving individuals with serious mental illnesses.

Exploring Prosecutorial Discretion in the Plea Bargaining Process: A partnership with the Urban Institute supported by the John D. and Catherine T. MacArthur Foundation's Safety & Justice Challenge

Researchers: Andreea Matei, Kelly Freeman, Lily Robin, and Leigh Courtney

Full Report Webinar Data Story Press Release

A mixed-methods exploration of how policies, discretion, and long-time criminal justice conventions impact fairness in plea outcomes in Philadelphia.

The efficacy of prosecutor-led, adult diversion for misdemeanor offenses

Researchers: Viet Nguyen (University of Pennsylvania Criminology)

Paper Brief Summary Press Release

An evaluation of the Accelerated Misdemeanor Program (AMP) to quantify the effect of diversion on recidivism outcomes, future fees, future sanction time, and expungement rates.

Correctional "Free Lunch"? Cost Neglect Increases Punishment in Prosecutors

Researchers: Eyal Aharoni (Georgia State University), Heather M. Kleider-Offutt (Georgia State University) and Sarah F. Brosnan (Georgia State University)

Paper

National survey of prosecutors to better understand how insulation from sentencing costs influences sentencing recommendations.

Crisis Assistance, Response & Engagement for Survivors of Homicide: C.A.R.E.S. Highlights and process evaluation 2020-2021

Researchers: Kate Kelly (Temple University), Caterina G. Roman (Temple University), Rely E. Vîlcică (Temple University), Jordan M. Hyatt (Drexel University), Danielle T. Stanford (Temple University)

Highlights Report Highlights Report Slideshow Process Report

Highlights and process evaluation of the new Crisis Assistance, Response & Engagement for Survivors (CARES) program in the Philadelphia District Attorney’s Office.

Resentencing of juvenile lifers: The Philadelphia experience

Researchers: Tarika Daftary-Kapur (Montclair State University), Tina Zottoli (Montclair State University)

Report on Resentencing Press Release on Resentencing Video on Reentry Report on Reentry

First report on resentencing illuminated the cost savings and low recidivism rates associated with juvenile lifers from Philadelphia who were resentenced following a recent U.S. Supreme Court decision and released. The second report focuses on life prior to, during, and after incarceration for former juvenile lifers, including issues pertaining to employment, housing, and social relationships.

Bail, jail, and pretrial misconduct: The influence of prosecutors

Researchers: Aurélie Ouss, (University of Pennsylvania), Megan T. Stevenson (University of Virginia School of Law)

Working Paper Press Release

An evaluation showing that 2018 bail reform led by the DAO successfully increased the number of people released without having to pay cash bail while not increasing pretrial misconduct or decreasing court appearance rates.

Missed opportunities: Arrest and court touchpoints for individuals who fatally overdosed in Philadelphia in 2016

Researchers: Ruth T. Shefner (Columbia University), Jason S. Sloan (University of Pennsylvania), Kayla R. Sandler (University of Pennsylvania), Evan D. Anderson (University of Pennsylvania)

Peer-Reviewed Paper

This study describes how often people who fatally overdosed in Philadelphia in 2016 interacted with the criminal legal system throughout their life, including how their criminal history may have made them ineligible for diversion programs. These contact points are framed as missed opportunities to help people.

Ongoing Studies

Testing the Impact of a Drug Testing Backlog on Sentencing and Case Outcomes

Researchers: Oren Gur (DATA Lab) and Sebastian Hoyos-Torres (DATA Lab)

The goal of this study is to measure the effects of a drug-testing backlog on case and defendant outcomes. It takes advantage of a natural experiment created by a policy change adopted to address the drug-testing backlog in August 2019 by the Philadelphia Police Department (PPD) Office of Forensic Science (OFS) and the Philadelphia District Attorney’s Office (DAO).

Understanding the impact of body worn cameras on prosecutorial outcomes

Researchers: Danielle Li (MIT Sloan School of Management), Aurelie Ouss (University of Pennsylvania), Julia Reinhold (University of Pennsylvania)

This study examines how the availability of body worn camera (BWC) footage impacts criminal cases as they move through the legal system. It will look at how the presence of BWC footage affects the types of charges brought, conviction rates, and sentencing outcomes, as well as how these effects may vary based on attributes like arrestee race and prior convictions.

New Leash on Life USA – Diversion Program Evaluation

Researchers: Kathleen Powell, Jordan Hyatt (Drexel University)

About New Leash

This study aims to examine the impact of New Leash on Life USA’s program, Young Adult Reentry and Diversion (YARD). New Leash on Life connects at-risk dogs to justice-involved people.

Researchers: Jordan M. Hyatt (PI, Drexel University), Nathan W. Link (Co-PI, Rutgers University—Camden) Clare Strange (Drexel University), Kathleen Powell (Drexel University)

About ARD

This study will explore how legal financial obligations (LFOs) associated with Philadelphia’s Accelerated Rehabilitation Disposition (ARD) diversion program influence outcomes.