Front Matter (pp. i-xv)

Contents

Foreword

Ben S. Bernanke

(pp. xii)

Editors' Introduction

William R. Johnson and Kelly Markel

(pp. xiii)

Richard T. Ely Lecture

Work of the Past, Work of the Future

David H. Autor

(pp. 1-32)

Big Data in the Modern Economy

The Impact of Big Data on Firm Performance: An Empirical Investigation

Patrick Bajari, Victor Chernozhukov, Ali Hortaçsu and Junichi Suzuki

(pp. 33-37)

Big Data and Firm Dynamics

Maryam Farboodi, Roxana Mihet, Thomas Philippon and Laura Veldkamp

(pp. 38-42)

Empirical Bayes Estimation of Treatment Effects with Many A/B Tests: An Overview

Eduardo M. Azevedo, Alex Deng, José L. Montiel Olea and E. Glen Weyl

(pp. 43-47)

The Impact of Digital Economy

Mobile Wallet and Entrepreneurial Growth

Sumit Agarwal, Wenlan Qian, Bernard Y. Yeung and Xin Zou

(pp. 48-53)

Generational Differences in Managing Personal Finances

Bruce Carlin, Arna Olafsson and Michaela Pagel

(pp. 54-59)

How FinTech Enters China's Credit Market

Harald Hau, Yi Huang, Hongzhe Shan and Zixia Sheng

(pp. 60-64)

Applied Machine Learning

Ensemble Methods for Causal Effects in Panel Data Settings

Susan Athey, Mohsen Bayati, Guido Imbens and Zhaonan Qu

(pp. 65-70)

Augmenting Pre-Analysis Plans with Machine Learning

Jens Ludwig, Sendhil Mullainathan and Jann Spiess

(pp. 71-76)

Mastering Panel Metrics: Causal Impact of Democracy on Growth

Shuowen Chen, Victor Chernozhukov and Iván Fernández-Val

(pp. 77-82)

Cryptocurrency Markets

Currency Substitution under Transaction Costs

Linda M. Schilling and Harald Uhlig

(pp. 83-87)

Blockchains, Coordination, and Forks

Bruno Biais, Christophe Bisière, Matthieu Bouvard and Catherine Casamatta

(pp. 88-92)

An Economist's Perspective on the Bitcoin Payment System

Gur Huberman, Jacob D. Leshno and Ciamac Moallemi

(pp. 93-96)

Price Discovery in Cryptocurrency Markets

Igor Makarov and Antoinette Schoar

(pp. 97-99)

Cultural Practices and Women's Lives

Does Maternal Education Decrease Female Genital Cutting?

Elisabetta De Cao and Giulia La Mattina

(pp. 100-104)

Gender in the Economics Profession I

Gender Equality and Positive Action: Evidence from UK Universities

Danula K. Gamage and Almudena Sevilla

(pp. 105-09)

Does Simple Information Provision Lead to More Diverse Classrooms? Evidence from a Field Experiment on Undergraduate Economics

Amanda Bayer, Syon P. Bhanot and Fernando Lozano

(pp. 110-14)

Gender Inequality: Sources and Solutions

The Gender Socialization of Children Growing Up in Nontraditional Families

Marianne Bertrand

(pp. 115-21)

Child Penalties across Countries: Evidence and Explanations

Henrik Kleven, Camille Landais, Johanna Posch, Andreas Steinhauer and Josef Zweimüller

(pp. 122-26)

Shaping Norms

Parental Aspirations for Children's Education: Is There a "Girl Effect"? Experimental Evidence from Rural Ethiopia

Tanguy Bernard, Stefan Dercon, Kate Orkin and Alemayehu Seyoum Taffesse

(pp. 127-32)

Entertainment, Education, and Attitudes Toward Domestic Violence

Abhijit Banerjee, Eliana La Ferrara and Victor Orozco

(pp. 133-37)

Changing Family Attitudes to Promote Female Employment

Joshua T. Dean and Seema Jayachandran

(pp. 138-42)

Race and Policing

Now You See Me, Now You Don't: The Geography of Police Stops

Jesse J. Kalinowski, Matthew B. Ross and Stephen L. Ross

(pp. 143-47)

Using Shifts in Deployment and Operations to Test for Racial Bias in Police Stops

John M. MacDonald and Jeffrey Fagan

(pp. 148-51)

Police Use of Force as an Extension of Arrests: Examining Disparities across Civilian and Officer Race

Emily K. Weisburst

(pp. 152-56)

The Introduction of Tasers and Police Use of Firearms: Evidence from the Chicago Police Department

Bocar Ba and Jeffrey Grogger

(pp. 157-60)

Disenfranchisement, Discrimination, Debt, Dignity, and Labor Markets

Disenfranchisement and Economic Inequality: Downstream Effects of Shelby County v. Holder

Abhay P. Aneja and Carlos F. Avenancio-León

(pp. 161-65)

Labor Market Conditions and Discrimination: Is There a Link?

Karl David Boulware and Kenneth N. Kuttner

(pp. 166-70)

Student Debt and Labor Market Outcomes

Gerald Eric Daniels Jr. and Andria Smythe

(pp. 171-75)

Minimum Wages, Morality, and Efficiency: A Choice Experiment

Conor Lennon, Jose Fernandez, Stephan Gohmann and Keith Teltser

(pp. 176-81)

Policy and Vulnerable Populations

The Burgeoning Health Care Needs of Aging Prisoners

Hessam Bavafa and Anita Mukherjee

(pp. 182-86)

Examining Medicaid Expansion and the Treatment of Substance Use Disorders

Jevay Grooms and Alberto Ortega

(pp. 187-92)

Drug Violence, Immigration Enforcement, and Selectivity: Evidence from Mexican Immigrants

Heriberto Gonzalez-Lozano and Sandra Orozco-Aleman

(pp. 192-98)

The Child Left Behind: Parental Incarceration and Adult Human Capital in the United States

Laura E. Henkhaus

(pp. 199-203)

Theory and Empirics of Dynamic Matching

How (Not) to Allocate Affordable Housing

Nick Arnosti and Peng Shi

(pp. 204-08)

Matching with Stochastic Arrival

Neil Thakral

(pp. 209-12)

Getting From High School Through College: Policies to Raise Educational Attainment

A Reason to Wait: The Effect of Legal Status on Teen Pregnancy

Elira Kuka, Na'ama Shenhav and Kevin Shih

(pp. 213-17)

A Cautionary Tale about Emergency Financial Assistance without Services: Evidence from a Randomized Controlled Trial Evaluation at a Community College

William N. Evans, Melissa S. Kearney, Brendan Perry and James X. Sullivan

(pp. 218-22)

Attainment Effects of Student Loans and Pell Grants

Benjamin M. Marx and Lesley J. Turner

(pp. 223-26)

Exploring Variation in College Counselor Effectiveness

Andrew Barr and Ben Castleman

(pp. 227-31)

Human Capital in Lower and Middle Income Countries

The Right to Education Act: Trends in Enrollment, Test Scores, and School Quality

Manisha Shah and Bryce Steinberg

(pp. 232-38)

US Criminal Deportations and Human Capital in Central America

Maria Micaela Sviatschi

(pp. 239-42)

Intergenerational Human Capital Spillovers: Indonesia's School Construction and Its Effects on the Next Generation

Bhashkar Mazumder, Maria Rosales-Rueda and Margaret Triyana

(pp. 243-49)

Research in Economic Education

Toward the Next Generation of Scholarship: Challenges and Opportunities for Full Participation in PhD Training in Economics

Thomas D. Jeitschko

(pp. 250-54)

The Gender Gap in Undergraduate Economics Course Persistence and Degree Selection

Laura J. Ahlstrom and Carlos J. Asarta

(pp. 255-60)

Gender Bias and Temporal Effects in Standard Evaluations of Teaching

Whitney Buser, Jill Hayter and Emily C. Marshall

(pp. 261-65)

Grades in Economics and Other Undergraduate Courses

William Walstad and William Bosshardt

(pp. 266-70)

Economic Inequality and Air Pollution

Does Environmental Policy Affect Income Inequality? Evidence from the Clean Air Act

Akshaya Jha, Peter H. Matthews and Nicholas Z. Muller

(pp. 271-76)

Discrimination in Ambient Air Pollution Monitoring?

Corbett Grainger and Andrew Schreiber

(pp. 277-82)

Bringing Satellite-Based Air Quality Estimates Down to Earth

Meredith Fowlie, Edward Rubin and Reed Walker

(pp. 283-88)

Distributional Diversity in the National Accounts

Simplified Distributional National Accounts

Thomas Piketty, Emmanuel Saez and Gabriel Zucman

(pp. 289-95)

Unequal Distributions: EG DNA versus DINA Approach

Jorrit Zwijnenburg

(pp. 296-301)

Improving the Measure of the Distribution of Personal Income

Dennis Fixler, Marina Gindelsky and David Johnson

(pp. 302-06)

Top 1 Percent Income Shares: Comparing Estimates Using Tax Data

Gerald Auten and David Splinter

(pp. 307-11)

Causes and Consequences of Rising Concentration in the United States Economy

Fading Stars

Germán Gutiérrez and Thomas Philippon

(pp. 312-16)

Measuring Labor Market Power Two Ways

José Azar, Ioana Marinescu and Marshall Steinbaum

(pp. 317-21)

Common Ownership and the Secular Stagnation Hypothesis

José Azar and Xavier Vives

(pp. 322-26)

Intentional and Unintentional Effects of Safety Net Programs

Four Years Later: Insurance Coverage and Access to Care Continue to Diverge between ACA Medicaid Expansion and Non-Expansion States

Sarah Miller and Laura R. Wherry

(pp. 327-33)

Does Elite Capture Matter? Local Elites and Targeted Welfare Programs in Indonesia

Vivi Alatas, Abhijit Banerjee, Rema Hanna, Benjamin A. Olken, Ririn Purnamasari and Matthew Wai-Poi

(pp. 334-39)

Long-Term Treatment Effects of Job Search Assistance and Training: A Summary of Recent Evidence

Day Manoli and Ankur Patel

(pp. 340-43)

Sustainable Economic Growth and Well-Being

A Well-Being Snapshot in a Changing World

Daniel J. Benjamin, Kristen B. Cooper, Ori Heffetz and Miles Kimball

(pp. 344-49)

Economic Institutions and Social Progress

Daniel C. Fehder, Michael E. Porter and Scott Stern

(pp. 350-56)

The Gig Economy

The Rise of the Gig Economy: Fact or Fiction?

Katharine G. Abraham, John Haltiwanger, Kristin Sandusky and James Spletzer

(pp. 357-61)

The Evolution of the Online Platform Economy: Evidence from Five Years of Banking Data

Diana Farrell, Fiona Greig and Amar Hamoudi

(pp. 362-66)

What Do Big Data Tell Us about Why People Take Gig Economy Jobs?

Dmitri K. Koustas

(pp. 367-71)

Older Workers and the Gig Economy

Cody Cook, Rebecca Diamond and Paul Oyer

(pp. 372-76)

Rent Control

Who Pays for Rent Control? Heterogeneous Landlord Response to San Francisco's Rent Control Expansion

Rebecca Diamond, Tim McQuade and Franklin Qian

(pp. 377-80)

Ending Rent Control Reduced Crime in Cambridge

David H. Autor, Christopher J. Palmer and Parag A. Pathak

(pp. 381-84)

The Effects of Second-Generation Rent Control on Land Values

Andreas Mense, Claus Michelsen and Konstantin A. Kholodilin

(pp. 385-88)

Spatial Misallocation and Rent Controls

Guillaume Chapelle, Etienne Wasmer and Pierre-Henri Bono

(pp. 389-92)

Housing Supply Dynamics under Rent Control: What Can Evictions Tell Us?

Brian J. Asquith

(pp. 393-96)

The Future of Economic Research Under Rising Risks and Costs of Information Disclosure

Why the Economics Profession Must Actively Participate in the Privacy Protection Debate

John M. Abowd, Ian M. Schmutte, William N. Sexton and Lars Vilhuber

(pp. 397-402)

Differential Privacy and Census Data: Implications for Social and Economic Research

Steven Ruggles, Catherine Fitch, Diana Magnuson and Jonathan Schroeder

(pp. 403-08)

Reconciling Data Access and Privacy: Building a Sustainable Model for the Future

Katharine G. Abraham

(pp. 409-13)

A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples

Raj Chetty and John N. Friedman

(pp. 414-20)

Monetary Policy Frameworks and the Zero Lower Bound

Monetary Policy Strategies for a Low-Rate Environment

Ben S. Bernanke, Michael T. Kiley and John M. Roberts

(pp. 421-26)

Monetary Policy Frameworks and the Effective Lower Bound on Interest Rates

Thomas M. Mertens and John C. Williams

(pp. 427-32)

Policy Options at the Zero Lower Bound When Foresight is Limited

Michael Woodford and Yinxi Xie

(pp. 433-37)

Using Micro Data to Understand Macro Aggregates

Minding Your Ps and Qs: Going from Micro to Macro in Measuring Prices and Quantities

Gabriel Ehrlich, John Haltiwanger, Ron Jarmin, David Johnson and Matthew D. Shapiro

(pp. 438-43)

Measuring Productivity: Lessons from Tailored Surveys and Productivity Benchmarking

David Atkin, Amit K. Khandelwal and Adam Osman

(pp. 444-49)

Aggregation and the Gravity Equation

Stephen J. Redding and David E. Weinstein

(pp. 450-55)

Job-to-Job Transitions, Labor Force Participation, and the Output Gap

New Evidence on the Cyclicality of Employer-to-Employer Flows from Canada

Alice Nakamura, Emi Nakamura, Kyle Phong and Jón Steinsson

(pp. 456-60)

Flow Origins of Labor Force Participation Fluctuations

Michael Elsby, Bart Hobijn, Fatih Karahan, Gizem Koşar and Ayşegül Şahin

(pp. 461-64)

Is Inflation Just Around the Corner? The Phillips Curve and Global Inflationary Pressures

Olivier Coibion, Yuriy Gorodnichenko and Mauricio Ulate

(pp. 465-69)

The Next Crisis: From Where and Are We Ready?

Macroprudential Policy: What We've Learned, Don't Know, and Need to Do

Kristin J. Forbes

(pp. 470-75)

China versus the United States: IMS Meets IPS

Emmanuel Farhi and Matteo Maggiori

(pp. 476-81)

Some Principles for Regulating Cyber Risk

Anil K. Kashyap and Anne Wetherilt

(pp. 482-87)

Taxing in a Globalized World

Profit Shifting in a Globalized World

Dhammika Dharmapala

(pp. 488-92)

How Elastic is the Demand for Tax Havens? Evidence from the US Possessions Corporations Tax Credit

Daniel Garrett and Juan Carlos Suárez Serrato

(pp. 493-99)

Challenges of Monitoring Tax Compliance by Multinational Firms: Evidence from Chile

Sebastián Bustos, Dina Pomeranz, José Vila-Belda and Gabriel Zucman

(pp. 500-505)

Development and Financial History

The Quality of Banks at Stigmatized Lending Facilities

Sriya Anbil and Angela Vossmeyer

(pp. 506-10)

Does Getting Health Insurance Affect Women's Fertility? Evidence from the United Mine Workers' Health Insurance

Erin Troland and Theodore F. Figinski

(pp. 511-15)

Traditional Medicine in Central Africa

Sara Lowes and Eduardo Montero

(pp. 516-20)

Economic Consequences of Dominant Currencies

The Rise of the Dollar and Fall of the Euro as International Currencies

Matteo Maggiori, Brent Neiman and Jesse Schreger

(pp. 521-26)

Dollar Invoicing and the Heterogeneity of Exchange Rate Pass-Through

Emine Boz, Gita Gopinath and Mikkel Plagborg-Møller

(pp. 527-32)

Exports and Invoicing: Evidence from the 2015 Swiss Franc Appreciation

Raphael Auer, Ariel Burstein, Katharina Erhardt and Sarah M. Lein

(pp. 533-38)

Topics in Economic Theory I

Neutral Bargaining in Financial Over-The-Counter Markets

Jin Yeub Kim

(pp. 539-44)

Topics in Economic Theory II

Information and Communication in Organizations

Inga Deimen and Dezsö Szalay

(pp. 545-49)

Optimal Information Design for Search Goods

Michael Choi, Kyungmin Kim and Marilyn Pease

(pp. 550-56)

Foundations of Belief Formation: Perceptual and Cognitive Biases, Emotional Coloring, and the Role of Memory

Noisy Memory and Over-Reaction to News

Rava Azeredo da Silveira and Michael Woodford

(pp. 557-61)

Cognitive Abilities and Inflation Expectations

Francesco D'Acunto, Daniel Hoang, Maritta Paloviita and Michael Weber

(pp. 562-66)

Emotional Tagging and Belief Formation: The Long-Lasting Effects of Experiencing Communism

Christine Laudenbach, Ulrike Malmendier and Alexandra Niessen-Ruenzi

(pp. 567-71)

Memory and Reference Prices: An Application to Rental Choice

Pedro Bordalo, Nicola Gennaioli and Andrei Shleifer

(pp. 572-76)

Proceedings: Reports

AEA Papers and Proceedings

Vol. 109 May 2019

Find articles in this issue

Front Matter (pp. i-xv)

Foreword Ben S. Bernanke (pp. xii)

Editors' Introduction William R. Johnson and Kelly Markel (pp. xiii)

Work of the Past, Work of the Future David H. Autor (pp. 1-32)

The Impact of Big Data on Firm Performance: An Empirical Investigation Patrick Bajari, Victor Chernozhukov, Ali Hortaçsu and Junichi Suzuki (pp. 33-37)

Big Data and Firm Dynamics Maryam Farboodi, Roxana Mihet, Thomas Philippon and Laura Veldkamp (pp. 38-42)

Empirical Bayes Estimation of Treatment Effects with Many A/B Tests: An Overview Eduardo M. Azevedo, Alex Deng, José L. Montiel Olea and E. Glen Weyl (pp. 43-47)

Mobile Wallet and Entrepreneurial Growth Sumit Agarwal, Wenlan Qian, Bernard Y. Yeung and Xin Zou (pp. 48-53)

Generational Differences in Managing Personal Finances Bruce Carlin, Arna Olafsson and Michaela Pagel (pp. 54-59)

How FinTech Enters China's Credit Market Harald Hau, Yi Huang, Hongzhe Shan and Zixia Sheng (pp. 60-64)

Ensemble Methods for Causal Effects in Panel Data Settings Susan Athey, Mohsen Bayati, Guido Imbens and Zhaonan Qu (pp. 65-70)

Augmenting Pre-Analysis Plans with Machine Learning Jens Ludwig, Sendhil Mullainathan and Jann Spiess (pp. 71-76)

Mastering Panel Metrics: Causal Impact of Democracy on Growth Shuowen Chen, Victor Chernozhukov and Iván Fernández-Val (pp. 77-82)

Currency Substitution under Transaction Costs Linda M. Schilling and Harald Uhlig (pp. 83-87)

Blockchains, Coordination, and Forks Bruno Biais, Christophe Bisière, Matthieu Bouvard and Catherine Casamatta (pp. 88-92)

An Economist's Perspective on the Bitcoin Payment System Gur Huberman, Jacob D. Leshno and Ciamac Moallemi (pp. 93-96)

Price Discovery in Cryptocurrency Markets Igor Makarov and Antoinette Schoar (pp. 97-99)

Does Maternal Education Decrease Female Genital Cutting? Elisabetta De Cao and Giulia La Mattina (pp. 100-104)

Gender Equality and Positive Action: Evidence from UK Universities Danula K. Gamage and Almudena Sevilla (pp. 105-09)

Does Simple Information Provision Lead to More Diverse Classrooms? Evidence from a Field Experiment on Undergraduate Economics Amanda Bayer, Syon P. Bhanot and Fernando Lozano (pp. 110-14)

The Gender Socialization of Children Growing Up in Nontraditional Families Marianne Bertrand (pp. 115-21)

Child Penalties across Countries: Evidence and Explanations Henrik Kleven, Camille Landais, Johanna Posch, Andreas Steinhauer and Josef Zweimüller (pp. 122-26)

Parental Aspirations for Children's Education: Is There a "Girl Effect"? Experimental Evidence from Rural Ethiopia Tanguy Bernard, Stefan Dercon, Kate Orkin and Alemayehu Seyoum Taffesse (pp. 127-32)

Entertainment, Education, and Attitudes Toward Domestic Violence Abhijit Banerjee, Eliana La Ferrara and Victor Orozco (pp. 133-37)

Changing Family Attitudes to Promote Female Employment Joshua T. Dean and Seema Jayachandran (pp. 138-42)

Now You See Me, Now You Don't: The Geography of Police Stops Jesse J. Kalinowski, Matthew B. Ross and Stephen L. Ross (pp. 143-47)

Using Shifts in Deployment and Operations to Test for Racial Bias in Police Stops John M. MacDonald and Jeffrey Fagan (pp. 148-51)

Police Use of Force as an Extension of Arrests: Examining Disparities across Civilian and Officer Race Emily K. Weisburst (pp. 152-56)

The Introduction of Tasers and Police Use of Firearms: Evidence from the Chicago Police Department Bocar Ba and Jeffrey Grogger (pp. 157-60)

Disenfranchisement and Economic Inequality: Downstream Effects of Shelby County v. Holder Abhay P. Aneja and Carlos F. Avenancio-León (pp. 161-65)

Labor Market Conditions and Discrimination: Is There a Link? Karl David Boulware and Kenneth N. Kuttner (pp. 166-70)

Student Debt and Labor Market Outcomes Gerald Eric Daniels Jr. and Andria Smythe (pp. 171-75)

Minimum Wages, Morality, and Efficiency: A Choice Experiment Conor Lennon, Jose Fernandez, Stephan Gohmann and Keith Teltser (pp. 176-81)

The Burgeoning Health Care Needs of Aging Prisoners Hessam Bavafa and Anita Mukherjee (pp. 182-86)

Examining Medicaid Expansion and the Treatment of Substance Use Disorders Jevay Grooms and Alberto Ortega (pp. 187-92)

Drug Violence, Immigration Enforcement, and Selectivity: Evidence from Mexican Immigrants Heriberto Gonzalez-Lozano and Sandra Orozco-Aleman (pp. 192-98)

The Child Left Behind: Parental Incarceration and Adult Human Capital in the United States Laura E. Henkhaus (pp. 199-203)

How (Not) to Allocate Affordable Housing Nick Arnosti and Peng Shi (pp. 204-08)

Matching with Stochastic Arrival Neil Thakral (pp. 209-12)

A Reason to Wait: The Effect of Legal Status on Teen Pregnancy Elira Kuka, Na'ama Shenhav and Kevin Shih (pp. 213-17)

A Cautionary Tale about Emergency Financial Assistance without Services: Evidence from a Randomized Controlled Trial Evaluation at a Community College William N. Evans, Melissa S. Kearney, Brendan Perry and James X. Sullivan (pp. 218-22)

Attainment Effects of Student Loans and Pell Grants Benjamin M. Marx and Lesley J. Turner (pp. 223-26)

Exploring Variation in College Counselor Effectiveness Andrew Barr and Ben Castleman (pp. 227-31)

The Right to Education Act: Trends in Enrollment, Test Scores, and School Quality Manisha Shah and Bryce Steinberg (pp. 232-38)

US Criminal Deportations and Human Capital in Central America Maria Micaela Sviatschi (pp. 239-42)

Intergenerational Human Capital Spillovers: Indonesia's School Construction and Its Effects on the Next Generation Bhashkar Mazumder, Maria Rosales-Rueda and Margaret Triyana (pp. 243-49)

Toward the Next Generation of Scholarship: Challenges and Opportunities for Full Participation in PhD Training in Economics Thomas D. Jeitschko (pp. 250-54)

The Gender Gap in Undergraduate Economics Course Persistence and Degree Selection Laura J. Ahlstrom and Carlos J. Asarta (pp. 255-60)

Gender Bias and Temporal Effects in Standard Evaluations of Teaching Whitney Buser, Jill Hayter and Emily C. Marshall (pp. 261-65)

Grades in Economics and Other Undergraduate Courses William Walstad and William Bosshardt (pp. 266-70)

Does Environmental Policy Affect Income Inequality? Evidence from the Clean Air Act Akshaya Jha, Peter H. Matthews and Nicholas Z. Muller (pp. 271-76)

Discrimination in Ambient Air Pollution Monitoring? Corbett Grainger and Andrew Schreiber (pp. 277-82)

Bringing Satellite-Based Air Quality Estimates Down to Earth Meredith Fowlie, Edward Rubin and Reed Walker (pp. 283-88)

Simplified Distributional National Accounts Thomas Piketty, Emmanuel Saez and Gabriel Zucman (pp. 289-95)

Unequal Distributions: EG DNA versus DINA Approach Jorrit Zwijnenburg (pp. 296-301)

Improving the Measure of the Distribution of Personal Income Dennis Fixler, Marina Gindelsky and David Johnson (pp. 302-06)

Top 1 Percent Income Shares: Comparing Estimates Using Tax Data Gerald Auten and David Splinter (pp. 307-11)

Fading Stars Germán Gutiérrez and Thomas Philippon (pp. 312-16)

Measuring Labor Market Power Two Ways José Azar, Ioana Marinescu and Marshall Steinbaum (pp. 317-21)

Common Ownership and the Secular Stagnation Hypothesis José Azar and Xavier Vives (pp. 322-26)

Four Years Later: Insurance Coverage and Access to Care Continue to Diverge between ACA Medicaid Expansion and Non-Expansion States Sarah Miller and Laura R. Wherry (pp. 327-33)

Does Elite Capture Matter? Local Elites and Targeted Welfare Programs in Indonesia Vivi Alatas, Abhijit Banerjee, Rema Hanna, Benjamin A. Olken, Ririn Purnamasari and Matthew Wai-Poi (pp. 334-39)

Long-Term Treatment Effects of Job Search Assistance and Training: A Summary of Recent Evidence Day Manoli and Ankur Patel (pp. 340-43)

A Well-Being Snapshot in a Changing World Daniel J. Benjamin, Kristen B. Cooper, Ori Heffetz and Miles Kimball (pp. 344-49)

Economic Institutions and Social Progress Daniel C. Fehder, Michael E. Porter and Scott Stern (pp. 350-56)

The Rise of the Gig Economy: Fact or Fiction? Katharine G. Abraham, John Haltiwanger, Kristin Sandusky and James Spletzer (pp. 357-61)

The Evolution of the Online Platform Economy: Evidence from Five Years of Banking Data Diana Farrell, Fiona Greig and Amar Hamoudi (pp. 362-66)

What Do Big Data Tell Us about Why People Take Gig Economy Jobs? Dmitri K. Koustas (pp. 367-71)

Older Workers and the Gig Economy Cody Cook, Rebecca Diamond and Paul Oyer (pp. 372-76)

Who Pays for Rent Control? Heterogeneous Landlord Response to San Francisco's Rent Control Expansion Rebecca Diamond, Tim McQuade and Franklin Qian (pp. 377-80)

Ending Rent Control Reduced Crime in Cambridge David H. Autor, Christopher J. Palmer and Parag A. Pathak (pp. 381-84)

The Effects of Second-Generation Rent Control on Land Values Andreas Mense, Claus Michelsen and Konstantin A. Kholodilin (pp. 385-88)

Spatial Misallocation and Rent Controls Guillaume Chapelle, Etienne Wasmer and Pierre-Henri Bono (pp. 389-92)

Housing Supply Dynamics under Rent Control: What Can Evictions Tell Us? Brian J. Asquith (pp. 393-96)

Why the Economics Profession Must Actively Participate in the Privacy Protection Debate John M. Abowd, Ian M. Schmutte, William N. Sexton and Lars Vilhuber (pp. 397-402)

Differential Privacy and Census Data: Implications for Social and Economic Research Steven Ruggles, Catherine Fitch, Diana Magnuson and Jonathan Schroeder (pp. 403-08)

Reconciling Data Access and Privacy: Building a Sustainable Model for the Future Katharine G. Abraham (pp. 409-13)