
	Wednesday, July 24
6:00 pm	Clambake at the Royal Sonesta Hotel
	Thursday, July 25
8:00 am	Coffee and Pastries
8:30 am	Algorithmic Risk Assessment in the Hands of Humans Megan T. Stevenson, University of Virginia Jennifer Doleac, Arnold Ventures Discussant: Derek Neal, University of Chicago and NBER
9:30 am	The Impact of Algorithms on Judicial Discretion: Evidence from Regression Discontinuities Bo Cowgill, Columbia University Discussant: David Abrams, University of Pennsylvania
10:30 am	Break
11:00 am	Discrimination in the Age of Algorithms Jon Kleinberg, Cornell University Jens Ludwig, University of Chicago and NBER Sendhil Mullainathan, University of Chicago and NBER Cass R. Sunstein, Harvard University Discussants: John J. Donohue, Stanford University and NBER Mario L. Small, Columbia University
12:30 pm	Lunch
1:30 pm	How Valuable are Civil Liberties? Evidence from Gang Injunctions, Crime, and Housing Prices in Southern California Emily G. Owens, University of California, Irvine Michelle D. Mioduszewski, University of California at Irvine Christopher J. Bates, University of California at Irvine Discussant: Jeffrey Grogger, University of Chicago and NBER
2:30 pm	Cash Bail and Court Compliance: Impacts of a Prosecutor-Led Reform Aurelie Ouss, University of Pennsylvania and NBER Megan T. Stevenson, University of Virginia Discussant: Jens Ludwig, University of Chicago and NBER
3:30 pm	Expungement of Criminal Convictions: An Empirical Study J.J. Prescott, University of Michigan Sonja B. Starr, University of Chicago Discussant: Amanda Y. Agan, Cornell University and NBER
4:30 pm	Adjourn Feldstein Lecture begins at 4:40 in the Ballroom
	Friday, July 26
8:30 am	Coffee and Pastries
8:30 am	Reducing Crime Through Environmental Design: Evidence from a Randomized Experiment of Street Lighting in New York City Aaron Chalfin, University of Pennsylvania and NBER Benjamin Hansen, University of Oregon and NBER Jason Lerner, University of Chicago Lucie Parker, University of Chicago Discussant: Jennifer L. Doleac, Arnold Ventures
9:30 am	The Effects of Youth Employment on Crime: Evidence from New York City Lotteries Alexander M. Gelber, University of California, San Diego and NBER Adam Isen, Johns Hopkins University Judd B. Kessler, University of Pennsylvania and NBER Sarah Tahamont, University of Maryland Discussant: Sara B. Heller, University of Michigan and NBER
10:30 am	Break
11:00 am	Criminal Justice in the US and Economic Inequality Michael G. Mueller-Smith, University of Michigan and NBER Keith Finlay, U.S. Census Bureau Discussant: Jeffrey A. Smith, University of Wisconsin-Madison and NBER
12:00 n	Lunch
1:00 pm	Managing Pretrial Misconduct: An Experimental Evaluation of HOPE Pretrial Janet Davidson, Chaminade University George King, Hawaii State Department of Public Safety Jens Ludwig, University of Chicago and NBER Steven Raphael, University of California, Berkeley and NBER Discussant: Richard Hahn, New York University
2:00 pm	Origins of the Opioid Crisis and Its Enduring Impacts Abby E. Alpert, University of Pennsylvania and NBER David Powell, RAND Corporation Discussant: Harold Pollack, University of Chicago
3:00 pm	Whose Help is On the Way? The Importance of Individual Police Officers in Law Enforcement Outcomes Emily K. Weisburst, University of California, Los Angeles and NBER Discussant: Anthony Braga, University of Pennsylvania
4:00 pm	Adjourn

Participants

Nour Abdul-Razzak, University of Chicago
David Abrams, University of Pennsylvania
Amanda Y. Agan, Cornell University and NBER
David Arnold, University of California, San Diego and NBER
Katherine Y. Barnes, University of Arizona
Stephen B. Billings, University of Colorado
Anna Bindler, University of Cologne
Marianne Bitler, University of California, Davis and NBER
Anthony Braga, University of Pennsylvania
Charles C. Brown, University of Michigan and NBER
Ryan Brown, University of Colorado, Denver
Shawn Bushway, RAND Corporation
Kristin F. Butcher, Wellesley College and NBER
Jillian B. Carr, Purdue University
Aaron Chalfin, University of Pennsylvania and NBER
Tom Chang, University of Southern California
Laura Chioda, University of California, Berkeley
Charles T. Clotfelter, Duke University and NBER
Philip J. Cook, Duke University and NBER
Bo Cowgill, Columbia University
David J. Deming, Harvard University and NBER
Monica Deza, Syracuse University and NBER
Lelys I. Dinarte Diaz, The World Bank
Will S. Dobbie, Harvard University and NBER
Jennifer L. Doleac, Arnold Ventures
Patricio Domínguez Rivera, University of California at Berkeley
John J. Donohue, Stanford University and NBER
Joseph J. Doyle Jr., Massachusetts Institute of Technology and NBER
Mark Duggan, Stanford University and NBER
Christian Dustmann, University College London
John Fitz-Henley II, Princeton University
Richard G. Frank, Harvard University and NBER
Matthew Freedman, University of California, Irvine
Alexander M. Gelber, University of California, San Diego and NBER
Elizabeth Glazer, Vital City
Robert M. Gonzalez, Georgia Institute of Technology
Felipe M. Gonçalves, University of California, Los Angeles and NBER
Jeffrey Grogger, University of Chicago and NBER
Richard Hahn, New York University
Benjamin Hansen, University of Oregon and NBER
Paul Heaton, University of Pennsylvania
Sara B. Heller, University of Michigan and NBER
Caroline M. Hoxby, Stanford University and NBER
Hilary W. Hoynes, University of California, Berkeley and NBER
Adam Isen, Johns Hopkins University
Mireille Jacobson, University of Southern California and NBER
Ariella Kahn-Lang, Harvard University
Max Kapustin, Cornell University and NBER
Lawrence F. Katz, Harvard University and NBER
Judd B. Kessler, University of Pennsylvania and NBER
Jon Kleinberg, Cornell University
Morris M. Kleiner, University of Minnesota and NBER
Sarah A G. Komisarow, Duke University

Joanna Lahey, Texas A&M University and NBER
Kevin Lang, Boston University and NBER
Steven F. Lehrer, Queen's University and NBER
Jason Lerner, University of Chicago
Jens Ludwig, University of Chicago and NBER
John MacDonald, University of Pennsylvania
Hugh Macartney, Duke University
Vikram Maheshri, University of Houston
Steven Mello, Dartmouth College and NBER
Miguel A. Morales-Mosquera, University of Chicago
Michael G. Mueller-Smith, University of Michigan and NBER
Derek Neal, University of Chicago and NBER
Nancy Nicosia, RAND Corporation
Samuel Norris, University of British Columbia
Aurelie Ouss, University of Pennsylvania and NBER
Emily G. Owens, University of California, Irvine
M. Daniele Paserman, Boston University and NBER
Santiago M. Perez, Inter-American Development Bank (IDB)
David Powell, RAND Corporation
Tage S. Rai, Science Magazine
Steven Raphael, University of California, Berkeley and NBER
Sarah J. Reber, The Brookings Institution
Marit Rehavi, University of British Columbia
Pascual Restrepo, Yale University and NBER
Jessica Wolpaw Reyes, Amherst College and NBER
Evan K. Rose, University of Chicago and NBER
Stephen Ross, University of Connecticut and NBER
Heather Royer, University of California, Santa Barbara and NBER
Christopher J. Ruhm, University of Virginia and NBER
Bruce Sacerdote, Dartmouth College and NBER
Sally Sadoff, University of California at San Diego
Ryan Sakoda, University of Iowa
Robert Sampson, Harvard University
Seth G. Sanders, Cornell University
Kevin Schnepel, Simon Fraser University
Yotam Shem-Tov, University of California, Los Angeles and NBER
Lara Shore-Sheppard, Williams College and NBER
Mario L. Small, Columbia University
Rosanna Smart, RAND Corporation
Jeffrey A. Smith, University of Wisconsin-Madison and NBER
Sonja B. Starr, University of Chicago
Megan T. Stevenson, University of Virginia
Brittany Street, University of Missouri
Cass R. Sunstein, Harvard University
Maria Micaela Sviatschi, Princeton University and NBER
Sarah Tahamont, University of Maryland
Cody Tuttle, University of Texas at Austin
Sarit Weisburd, The Hebrew University
Emily K. Weisburst, University of California, Los Angeles and NBER
Brad Wible, Science Magazine
Shi Yan, Arizona State University
Crystal Yang, Harvard University and NBER