
	Thursday, July 22
	First paper is joint with the Industrial Organization Workshop
11:00 am	Organizational Structure and Pricing: Evidence from a Large U.S. Airline Ali Hortaçsu, University of Chicago and NBER Olivia R. Natan, University of California, Berkeley Hayden Parsley, University of Texas at Austin Timothy Schwieg, University of Chicago Kevin R. Williams, Yale University and NBER Discussant: Matthew Backus, University of California, Berkeley and NBER
	Format: 15 minutes for presenters, 15 minutes for discussants, 15 minutes for Q&A
12:00 pm	Welcome
12:10 pm	Digital Addiction Hunt Allcott, Stanford University and NBER Matthew Gentzkow, Stanford University and NBER Lena Song, UIUC
	Public and Private Spheres, Safe Spaces, and the Authentic Self (slides) Jean Tirole, Toulouse School of Economics Discussant: Glen Weyl, Microsoft
1:10 pm	Break
1:20 pm	Search and Information Friction on Global E-commerce Platforms: Evidence from Ali-Express Jie Bai, Harvard University and NBER Maggie Chen, George Washington University Jin Liu, New York University Xiaosheng Mu, Princeton University Daniel Xu, Duke University and NBER
	Unpacking the Black Box: Regulating Algorithmic Lending Laura Blattner, Stanford University Scott T. Nelson, University of Chicago Jann Spiess, Stanford University Discussant: Danielle Li, Massachusetts Institute of Technology and NBER
2:20 pm	Break
2:40 pm	Browsers Don’t Lie? Gender Differences in the Effects of COVID-19 Lockdowns on Digital Activity and Time Use Amalia R. Miller, University of Virginia and NBER Kamalini Ramdas, London Business School Alp Sungu, University of Pennsylvania
	Does Telemedicine Transcend Disparities or Create a Digital Divide? Evidence from the COVID-19 Pandemic Jeffrey S. McCullough, University of Michigan Kartik K. Ganju, McGill University Chandy Ellimoottil, University of Michigan Discussant: Jeffrey Prince, Indiana University
3:40 pm	Break
3:50 pm	Lightning Talks 1 (5 minute presentations)
	Finance
	Tech-Enabled Financial Data Access, Retail Investors, and Gambling-like Behavior in the Stock Market: Evidence from a Natural Experiment Taha Havakhor, Temple University Mohammad S. Rahman, Purdue University Tianjian Zhang, City University of Hong Kong Chenqi Zhu, University of California at Irvine
	Direct Evidence of Bitcoin Wash Trading (slides) Arash Aloosh, Neoma Business School Jiasun Li, George Mason University
	Smart (Phone)Investing? Ankit Kalda, Indiana University Benjamin Loos, University of New South Wales Alessandro Previtero, Indiana University and NBER Andreas Hackethal, Goethe University Frankfurt
	Covid
	Firm Digital Adoption during COVID-19 Timothy J. DeStefano, Georgetown University Jonathan D. Timmis, World Bank
	Social Media
	The Effect of Social Media on Elections:Evidence from the United States Thomas Fujiwara, Princeton University and NBER Karsten Müller, National University of Singapore Carlo Schwarz, Bocconi University
	The Production and Consumption of Social Media John J. Horton, Massachusetts Institute of Technology and NBER Apostolos Filippas, Fordham University
	Influencer Cartels Marit Hinnosaar, University of Nottingham Toomas Hinnosaar, University of Nottingham
	Subscription Revenue and Media Content: Evidence from YouTube Heyu Xiong, Case Western Reserve University Aniket Panjwani, Northwestern University
	I Hear You: Does Quality Improve with Customer Voice? Uttara Ananthakrishnan, Carnegie Mellon University Davide Proserpio, University of Southern California Siddhartha Sharma, Indiana University
	Platform Design
	Market Design Choices, Racial Discrimination, and Micro-Entrepreneurship in Digital Marketplaces Mohammed Alyakoob, University of Southern California Mohammad S. Rahman, Purdue University
	The effects of filtering on search and matching (slides) Moshe A. Barach, University of Minnesota Sibo Lu, Upwork Inc.
	Steering via Algorithmic Recommendations Hsin-Tien Tiffany Tsai, National University of Singapore Nan Chen, National University of Singapore
5:00 pm	Adjourn and socializing on Wonder
	Friday, July 23
	Platforms Labor Markets
11:00 am	AI Adoption and System-Wide Change Ajay K. Agrawal, University of Toronto and NBER Joshua S. Gans, University of Toronto and NBER Avi Goldfarb, University of Toronto and NBER
11:15 am	The Power of Prediction: Predictive Analytics, Workplace Complementarities, and Business Performance (slides) Erik Brynjolfsson, Stanford University and NBER Wang Jin, Massachusetts Institute of Technology Kristina McElheran, University of Toronto Discussant: David Autor, Massachusetts Institute of Technology and NBER
12:00 n	Break
12:10 pm	Panel: New Methods of Real-Tiime Measurement Hal Varian, Google and University of California at Berkeley (moderator) John Haltiwanger, University of Maryland and NBER Karin Kimbrough, LinkedIn Nela Richardson, ADP Nicolas Woloszko, OECD
1:10 pm	Break
1:30 PM	Market Equilibrium and Occupational Licensing: Evidence from the Digital Economy Mischa Fisher, Angi Inc. Peter Q. Blair, Harvard University and NBER
	Internet Governance Through Site Shutdowns: the Impact of Shutting Down Two Major Commercial Sex Advertising Sites Helen (Shuxuan) Zeng, Carnegie Mellon University Brett Danaher, Chapman University Michael D. Smith, Carnegie Mellon University Discussant: Chiara Farronato, Harvard University and NBER
2:30 pm	Break
2:40 pm	Robots and Firm Investment Efraim Benmelech, Northwestern University and NBER Michal Zator, University of Notre Dame
	Automation and the Future of Young Workers: Evidence from Telephone Operation in the Early 20th Century James J. Feigenbaum, Boston University and NBER Daniel P. Gross, Duke University and NBER Discussant: Daron Acemoglu, Massachusetts Institute of Technology and NBER
3:40 pm	Lightning Talks 2 (5 minute presentations)
	Information About Vacancy Competition Redirects Job Search Andrey Fradkin, Boston University Monica D. Bhole, Facebook John J. Horton, Massachusetts Institute of Technology and NBER
	Measuring Remote Knowledge Work Using Big Data Alan P. Kwan, Hong Kong University
	Firm Differences: Skill Sorting and Software James Bessen, Boston University Chen Meng, Kean University Erich Denk, Boston University
	Measuring Labor Demand for Workers with a Criminal Conviction Zoe B. Cullen, Harvard University and NBER Will S. Dobbie, Harvard University and NBER Mitchell Hoffman, University of California, Santa Barbara and NBER
	Chat More and Contribute Better: An Empirical Study of a Knowledge-Sharing Community Xiaomeng Chen, University of Pittsburgh Chris Forman, Cornell University Michael Kummer, University of East Anglia
	What's the Inside Scoop? Challenges in the Supply and Demand for Information about Job Attributes Jason A. Sockin, University of Pennsylvania Aaron Sojourner, W. E. Upjohn Institute for Employment Research
	Digitization in Different Markets
	How to Prevent Traffic Accidents Moral Hazard, Inattention, and Behavioral Data Yizhou Jin, University of Toronto Thomas Yu, Yale University
	Smart Meters and the Benefits from Electricity Quality Improvements Robyn Meeks, Duke University Arstan Omuraliev, Kyrgyz State Technical University Ruslan Isaev, Kyrgyz State Technical University Zhenxuan Wang, North Carolina State University
	Smart Matching Platforms and Heterogeneous Beliefs in Centralized School Choice (slides) Felipe H. Arteaga Ossa, University of California at Berkeley Adam Kapor, Princeton University and NBER Christopher Neilson, Yale University and NBER Seth D. Zimmerman, Yale University and NBER
	Economic Outcomes and Geography
	The Economic Effects of Mobile Internet Access - Evidence from Roam-Like-at-Home. (slides) Martin Quinn, Erasmus University Rotterdam Miguel Godinho de Matos, Catolica Lisbon School of Business & Economics Christian Peukert, HEC Lausanne
	The Distributional Impact of the Sharing Economy on the Housing Market (slides) Sophie Calder-Wang, University of Pennsylvania
	Information and Communication Technology and Firm Geographic Expansion (slides) Xian Jiang, University of California, Davis
4:35 pm	Adjourn

Participants

Daron Acemoglu, Massachusetts Institute of Technology and NBER
Alessandro Acquisti, Carnegie Mellon University
James D. Adams, Rensselaer Polytechnic Institute and NBER
Ajay K. Agrawal, University of Toronto and NBER
Hunt Allcott, Stanford University and NBER
Claudia Allende, Stanford University and NBER
Arash Aloosh, Neoma Business School
Mohammed Alyakoob, University of Southern California
Francis Annan, University of California, Berkeley and NBER
Diego Aparicio, IESE Business School
Susan Athey, Stanford University and NBER
David Autor, Massachusetts Institute of Technology and NBER
Arslan Aziz, University of British Columbia
Matthew Backus, University of California, Berkeley and NBER
Jie Bai, Harvard University and NBER
Laurence C. Baker, Stanford University and NBER
Yannis Bakos, New York University
Sagit Bar-Gill, Tel Aviv University
Moshe A. Barach, University of Minnesota
John M. Barrios, Washington University in St. Louis and NBER
Erling Barth, Institute for Social Research and NBER
Emek Basker, U.S. Census Bureau
Salomé Baslandze, Federal Reserve Bank of Atlanta
Michael Baye, Indiana University
Sharon Belenzon, Duke University and NBER
Efraim Benmelech, Northwestern University and NBER
James Bessen, Boston University
Claudia Biancotti, Bank of Italy
Daniel Björkegren, Columbia University
Peter Q. Blair, Harvard University and NBER
Thomas Blake, Amazon
Laura Blattner, Stanford University
Luca Braghieri, Bocconi University
Lee G. Branstetter, Carnegie Mellon University and NBER
Nicola Branzoli, Bank of Italy
Jennifer Brown, University of Utah
Erik Brynjolfsson, Stanford University and NBER
Simon Bunel, Banque de France
Gordon Burtch, Boston University
Luis Cabral, New York University
Sophie Calder-Wang, University of Pennsylvania
Juan Camilo Castillo, University of Pennsylvania and NBER
Christian Catalini, Massachusetts Institute of Technology
Alberto Cavallo, Harvard University and NBER
Maggie Chen, George Washington University
Nan Chen, National University of Singapore
Xiaomeng Chen, University of Pittsburgh
Alex W. Chernoff, Bank of Canada
Lesley Chiou, Occidental College
Joerg Claussen, University of Munich
Iain M. Cockburn, Boston University and NBER
Wesley M. Cohen, Duke University and NBER
Shawn Cole, Harvard University and NBER
Avinash Collis, Carnegie Mellon University
Lisa D. Cook, Board of Governors of the Federal Reserve System
Bo Cowgill, Columbia University
Nicolas Crouzet, Northwestern University
Zoe B. Cullen, Harvard University and NBER
Weijia Dai, Purdue University
James Dana, Northeastern University
Jan De Loecker, Katholieke Universiteit Leuven
Timothy J. DeStefano, Georgetown University
Francesco Decarolis, Bocconi University
Chrysanthos Dellarocas, Boston University
Erich M. Denk, Boston University
Paramveer Dhillon, University of Michigan
Michael Dinerstein, Duke University and NBER
Jean-Pierre H. Dubé, University of Chicago and NBER
Dean Eckles, Massachusetts Institute of Technology
Sarah Eichmeyer, Bocconi University
Glenn Ellison, Massachusetts Institute of Technology and NBER
Benjamin Faber, University of California, Berkeley and NBER
Chiara Farronato, Harvard University and NBER
James J. Feigenbaum, Boston University and NBER
Apostolos Filippas, Fordham University
Mischa Fisher, Angi Inc.
Kenneth Flamm, University of Texas at Austin
Jessica Fong, University of Michigan
Chris Forman, Cornell University
Andrey Fradkin, Boston University
Erica Fuchs, Carnegie Mellon University and NBER
Thomas Fujiwara, Princeton University and NBER
Jeffrey L. Furman, Boston University and NBER
Jana Gallus, University of California at Los Angeles
Kartik K. Ganju, McGill University
Joshua S. Gans, University of Toronto and NBER
Matthew Gentzkow, Stanford University and NBER
Anindya Ghose, New York University
Ricard Gil, IESE Business School
Michela Giorcelli, University of California, Los Angeles and NBER
Britta Glennon, University of Pennsylvania and NBER
Miguel Godinho de Matos, Catolica Lisbon School of Business & Economics
Joseph Golden, PerfectRec.com
Avi Goldfarb, University of Toronto and NBER
Andreea D. Gorbatai, University of California, Berkeley
Daniel Goroff, Alfred P. Sloan Foundation
Shane Greenstein, Harvard University and NBER
Daniel Grodzicki, Pennsylvania State University
Daniel P. Gross, Duke University and NBER
Michael Grubb, Boston College
Apoorv Gupta, Dartmouth College
Hanna Halaburda, New York University
Bronwyn H. Hall, University of California, Berkeley and NBER
John C. Haltiwanger, University of Maryland and NBER
Dietmar Harhoff, Max Planck Institute for Innovation and Competition
Naomi Hausman, Hebrew University
Christian Helmers, Santa Clara University
Matthew J. Higgins, University of Utah and NBER
Marit Hinnosaar, University of Nottingham
Toomas Hinnosaar, University of Nottingham
Jonas Hjort, University College London
Yael Hochberg, Rice University and NBER
Mitchell Hoffman, University of California, Santa Barbara and NBER
John J. Horton, Massachusetts Institute of Technology and NBER
Jean-François Houde, University of Wisconsin-Madison and NBER
Sabrina T. Howell, New York University and NBER
Xiang Hui, Washington University in St. Louis
Ruslan Isaev, Kyrgyz State Technical University
Adam B. Jaffe, Brandeis University and NBER
Rebecca Janßen, ZEW Mannheim
Xian Jiang, University of California, Davis
Ginger Zhe Jin, University of Maryland and NBER
Wang Jin, Massachusetts Institute of Technology
Yizhou Jin, University of Toronto
Garrett Johnson, Boston University
Brian Kahin, OECD Directorate for Science, Technology and Innovation
Ankit Kalda, Indiana University
Adam Kapor, Princeton University and NBER
Jakub Kastl, Princeton University and NBER
Matthias Kehrig, Duke University and NBER
Wolfgang Keller, University of Colorado Boulder and NBER
Reinhold Kesler, University of Zurich
Gaurav Khanna, University of California, San Diego
Hyunjin Kim, INSEAD
Jin-Hyuk Kim, University of Colorado
Karin Kimbrough, Linkedin
Richard Kneller, University of Nottingham
Daniel T. Knoepfle, Uber
Marlène Koffi, University of Toronto and NBER
Elisabeth Kremp, Banque de France DGSER and NBER
Jennifer Kuan, University of North Carolina at Chapel Hill
Theresa Kuchler, New York University and NBER
Michael E. Kummer, University of East Anglia
Alan P. Kwan, Hong Kong University
Jacob LaRiviere, Amazon
Anja Lambrecht, London Business School

Bradley Larsen, Washington University in St. Louis and NBER
Aija Leiponen, Cornell University
Phillip Leslie, Amazon
Tin Cheuk Leung, Wake Forest University
Gregory Lewis, Amazon
Randall A. Lewis, Amazon, Inc.
Benjamin T. Leyden, Cornell University
Danielle Li, Massachusetts Institute of Technology and NBER
Jiasun Li, George Mason University
Tesary Lin, Boston University
Jin Liu, New York University
Meng Liu, Washington University in St. Louis
Michael Luca, Johns Hopkins University and NBER
Hong Luo, University of Toronto
Song Ma, Yale University and NBER
Megan MacGarvie, Boston University and NBER
Alexander MacKay, University of Virginia
Gerald R. Marschke, State University of New York at Albany and NBER
Bertin Martens, Tilburg University
Dimitriy V. Masterov, Stealth Startup
Dina Mayzlin, University of Southern California
Preston McAfee, Google
Jeffrey S. McCullough, University of Michigan
Ryan C. McDevitt, Duke University and NBER
Kristina McElheran, University of Toronto
Robyn Meeks, Duke University
Chen Meng, Kean University
Filippo Mezzanotti, Northwestern University and NBER
Amalia R. Miller, University of Virginia and NBER
Javier Miranda, Friedrich-Schiller University
Milan Miric, University of Southern California
Sridhar Moorthy, University of Toronto
Julie Holland Mortimer, University of Virginia and NBER
Petra Moser, New York University and NBER
Sarah Moshary, University of California, Berkeley
Raviv Murciano-Goroff, Boston University
Karsten Müller, National University of Singapore
Abhishek Nagaraj, University of California, Berkeley and NBER
Frank Nagle, Harvard University
Leonard I. Nakamura, Federal Reserve Bank of Philadelphia
Ramana Nanda, Imperial College London
Christopher Neilson, Yale University and NBER
Scott T. Nelson, University of Chicago
Aviv Nevo, University of Pennsylvania and NBER
Peter W. Newberry, University of Georgia
Alexander Oettl, Georgia Institute of Technology and NBER
Michael Ostrovsky, Stanford University and NBER
Paul Oyer, Stanford University and NBER
Michaela Pagel, Washington University in St. Louis and NBER
Ariel Pakes, Harvard University and NBER
Bobak Pakzad-Hurson, Brown University
Maria Petrova, Universitat Pompeu Fabra
Christian Peukert, HEC Lausanne
Robert S. Pindyck, Massachusetts Institute of Technology and NBER
Igor Popov, Apartment List
Giorgio Presidente, University of Oxford
Alessandro Previtero, Indiana University and NBER
Jeffrey Prince, Indiana University
Yi Qian, University of British Columbia and NBER
Martin Quinn, Erasmus University Rotterdam
Daniel Raff, University of Pennsylvania and NBER
Mohammad S. Rahman, Purdue University
Kamalini Ramdas, London Business School
Shachar Reichman, Tel Aviv University
David H. Reiley Jr., Pandora Media, Inc
Imke Reimers, Cornell University
Pascual Restrepo, Yale University and NBER
Nela Thomas Richardson, ADP
Mark J. Roberts, Pennsylvania State University and NBER
David T. Robinson, Duke University and NBER
Claudia Robles Garcia, Stanford University
Daniel Rock, University of Pennsylvania
Nancy L. Rose, Massachusetts Institute of Technology and NBER
Joshua L. Rosenbloom, Iowa State University and NBER
Gregory Rosston, Stanford University
Stephen P. Ryan, Washington University in St. Louis and NBER
Raffaella Sadun, Harvard University and NBER
Maryam Saeedi, Carnegie Mellon University
Carlo Schwarz, Bocconi University
Robert Seamans, New York University
Katja Seim, Yale University and NBER
Ananya Sen, Carnegie Mellon University
Carlos J. Serrano, HEC Paris
Carl Shapiro, University of California, Berkeley and NBER
Matthew D. Shapiro, University of Michigan and NBER
Siddhartha Sharma, Indiana University
Kathryn L. Shaw, Stanford University and NBER
Ben Shiller, Brandeis University
Daniel E. Sichel, Wellesley College and NBER
Timothy Simcoe, Boston University and NBER
Michael D. Smith, Carnegie Mellon University
Christopher M. Snyder, Dartmouth College and NBER
Jason A. Sockin, University of Pennsylvania
Aaron Sojourner, W. E. Upjohn Institute for Employment Research
Rachel Soloveichik, Bureau of Economic Analysis
Lena Song, UIUC
Alan T. Sorensen, University of Wisconsin-Madison and NBER
Jann Spiess, Stanford University
Christopher T. Stanton, Harvard University and NBER
Claudia Steinwender, Ludwig Maximilian University of Munich
Scott Stern, Massachusetts Institute of Technology and NBER
Monic Sun, Boston University
Arun Sundararajan, New York University
Alp Sungu, University of Pennsylvania
Steven Tadelis, University of California, Berkeley and NBER
Rahul Telang, Carnegie Mellon University
Florenta Teodoridis, University of Southern California
Stephen J. Terry, University of Michigan and NBER
Neil Thompson, Massachusetts Institute of Technology
Jonathan D. Timmis, World Bank
Jean Tirole, Toulouse School of Economics
Christopher Tonetti, Stanford University and NBER
Hsin-Tien Tiffany Tsai, National University of Singapore
Catherine Tucker, Massachusetts Institute of Technology and NBER
Kalinda Ukanwa, University of Southern California
Clémentine Van Effenterre, University of Toronto
John Van Reenen, London School of Economics and NBER
Hal R. Varian, Google
Shoshana Vasserman, Stanford University and NBER
Joel Waldfogel, University of Minnesota and NBER
Sunil Wattal, Temple University
Glen Weyl, Microsoft
Matthijs Wildenbeest, University of Arizona
Kevin R. Williams, Yale University and NBER
Nicolas Woloszko, OECD
Glenn A. Woroch, Federal Communications Commission
Andy Wu, Harvard University
D.j. Wu, Georgia Institute of Technology
Lynn Wu, University of Pennsylvania
Heyu Xiong, Case Western Reserve University
Daniel Xu, Duke University and NBER
Hanyi (Livia) Yi, Boston College
Pai-Ling Yin, Amazon
Erina Ytsma, Carnegie Mellon University
Michal Zator, University of Notre Dame
Helen Shuxuan Zeng, Carnegie Mellon University
Alejandro Zentner, University of Texas at Dallas
Georgios Zervas, Boston University
Florian Zettelmeyer, Northwestern University and NBER
Laurina Zhang, Boston University
Tianjian Zhang, City University of Hong Kong
Michael Zhao, Massachusetts Institute of Technology
Chenqi Zhu, University of California at Irvine
Feng Zhu, Harvard University
Seth D. Zimmerman, Yale University and NBER
Lynne G. Zucker, University of California at Los Angeles