Advancing Economics THE BECKER FRIEDMAN INSTITUTE FOR RESEARCH IN ECONOMICS 2014–15 Annual Report
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Advancing Economics THE BECKER FRIEDMAN INSTITUTE FOR RESEARCH IN ECONOMICS 2014–15 Annual Report
Advancing Economics THE BECKER FRIEDMAN INSTITUTE FOR RESEARCH IN ECONOMICS 2014–15 Annual Report 2 H I G H L I G H T S 4 C O N F E R E N C E S 6 R E S E A R C H I N I T I AT I V E S 8 V I S I T I N G S C H O L A R S 1 2 S A I E H H A L L 14 STUDENT EVENTS 1 6 O U T R E AC H 2 1 F I N A N C I A L S 22 HONOR ROLL 2 4 L E A D E R S H I P From the Leadership The Becker Friedman Institute began 2014–15 in new facilities and has enjoyed and prospered in our home in Saieh Hall. Before, given limited space, there was a virtual aspect to our institute; now with dedicated offices for visiting scholars and room to host workshops, lectures, and academic conferences, we have changed in truly important ways. This past year we had 47 visitors to the Institute, hosted 12 academic conferences, and sponsored 26 events for student and public outreach. We welcomed scholars from all over the world, achieving our ambition to be a true intellectual destination for new research advances. Motivating these activities and our research initiatives is the belief that informed discussions of prudent public policy are uplifted by formal economic analysis and empirical evidence. As Milton Friedman made clear, the conclusions of economics “are immediately relevant to important . . . questions of what ought to be done and how any given goal can be attained.” While we miss the inspiring intellectual leadership of Gary Becker, we continue to explore his vast scholarly interests while pursuing a growing range of interconnected research initiatives. We now have the opportunity to bring in elite scholars for longer term visits to the institute to complement strengths on campus and explore exciting new endeavors. We continue to welcome returning distinguished institute scholars and our new young scholars, including Mohammad Akbarpour and Manasi Deshpande. Our ambition is to host four to six postdoctoral research fellows in residence to add energy and ambition to our institute activities and the broader economics community. Finally, we are pleased to announce our Chicago economics history project, which will showcase the intellectual contributions associated with the University in ways that go beyond the simplistic characterizations often projected in public forums. An exhibit, oral histories of Chicago economists, and other features will offer a rich exploration of our past. We are excited by our opportunities in the upcoming year. We are supported by a team of dedicated staff and guided by an Institute Research Council of distinguished scholars as well as an advisory council that works to strengthen the institute. We are grateful for the generosity of those who have made our work possible, and we look forward to continuing support. Lars Peter Hansen Director and Cochair Kevin M. Murphy Cochair 2014–15 Highlights 47 236 18 38 Visiting scholars Presenters Student events Total events In 2014–15, the Becker Friedman Institute capitalized on beautiful and spacious new quarters in Saieh Hall for Economics to be come a true intellectual destination for economic inquiry. Our flourishing visitors program hosted a record policymakers spent time at the institute as visiting 47 economists and other scholars who shared their scholars. work in seminars, talks, and informal discussions. Twelve research conferences, eighteen events for students, and eight public talks on topical issues conveyed economic insights and analysis to widening network of researchers, students, policymakers, alumni, and the public. Notably, this year we increased our direct support for research, providing funding to thirteen faculty members through the Rosenfield Program in Economics, Public Policy and Law; to our postdoctoral research fellows; and to twenty-seven graduate students through our Macro Financial We’re especially proud that many of these events Modeling Initiative funded by the Alfred P. Sloan involved and engaged policymakers, generating Foundation. valuable exchanges about how research, evidence, and new models can inform public policy. Several 2 | The University of Chicago Read on for more details of our active and productive year. 3,450 Stanford’s Susan Athey at a studentorganized panel on big data The Bank of England’s Andrew Haldane Total audience Research Scholar Benjamin Brooks Charles Evans, president of the Federal Reserve Bank of Chicago, with former Bank of England governor Sir Mervyn King Institute | 3 Becker Friedman R E S E A R C H CO N F E R E N C E S Becker Memorial Highlights Year of Diverse Conferences As Gary S. Becker once said, “economics is judged ultimately by how well it helps us understand the world, and how well we can improve it.” By that standard, his long career was a brilliant success, as his incisive economic analysis illuminated a wide swath of life: education, discrimination, marriage and family life, crime, addiction, and more. The institute celebrated Summing up Becker’s influence, panel modera- the scope and influence tor Steven Levitt said that he and Pierre-André of Becker’s work at a Chiappori once analyzed the impact of leading conference in his memory economists by totaling how many times their work October 30–31, 2014. was cited as a motivation for other papers. Becker Leading scholars and clearly led the pack, with more than three times longtime colleagues the number of papers of any other economist—and gathered to present work in the areas aligned these influential papers appeared in each of six with or inspired by his research. decades, Levitt said. Panels of fellow faculty members explored two Other campus colleagues and some from across key areas of inquiry that Becker pioneered: human the country and abroad presented recent research capital theory and its role in development and in the fields that Becker pioneered. They included: growth, and the economics of crime and the law. A pioneer of human capital theory, Becker was interested in the power of education to influence almost everything. In that vein, fellow Nobel laureate Robert E. Lucas Jr. and Harvard economists Claudia Goldin and Edward Glaeser shared evidence on the link between education and lower fertility rates, higher female participation in the economy, and improved political governance. In the second panel, William Landes of the UChicago Law School discussed how Becker’s work, rooted in the assumption that offenders are responsive to costs, benefits, and sanctions, gave rise to a very large empirical literature on the economics of crime. Professor of Economics Casey Mulligan discussed how Becker’s work extended • Richard Blundell of University College London, on inequality, insurance, and family labor supply • Pierre-André Chiappori of Columbia University on human capital, matching, and labor supply • Scott Kominers of the Harvard Society of Fellows on strategy-proofness, investment efficiency, and marginal returns • Edward Lazear of Stanford University, applying Becker’s work on human capital and fertility to analyze the demographics of entrepreneurship • Assar Lindbeck of Stockholm University, on norms, incentives, and information in income insurance • Kevin Murphy, presenting work coauthored with Becker on the economics of persuasion in advertising the notion of imperfect competition to politics, James J. Heckman spoke on the market and non- while Sam Peltzman of Chicago Booth highlighted market benefits of human capital, and later con- Becker’s lesser-known role as a major figure in the cluded the conference with a keynote address on economic analysis of regulation. the impact of Becker’s research. 4 | The University of Chicago Academic Conferences 2014–15 Midway Market Design Conference The Society for Economic Measurement Creditors and Corporate Governance Guity Nashat Becker Richard Blundell, University College London Interactions: Bringing Together Econometrics and Applied Microeconomics Normative Ethics and Welfare Economics A Celebration of the Life and Work of Gary S. Becker Science of Philanthropy Macro Financial Modeling and Macroeconomic Fragility (New York) Flows of Goods and Technologies in the Global Economy Exploring the Price of Policy Uncertainty (Washington DC) Conference on the Handbook of Macroeconomics, Volume 2 Federal Agency Decision Making Under Deep Uncertainty Always empirical, Heckman considered a number Heckman explained that when Becker began his of different ways to quantify Becker’s impact. One work, the general view of was that things like family measure was his awards—the Nobel Prize, the life and individual choices about labor supply National Medal of Science, and the Presidential were not for economic study. But Becker and Medal of Freedom among them. Another was the the Chicago School changed all of that. “What is opinions of his teachers; in 2001 Milton Friedman notable about Gary Becker is that as he evolved said “Gary Becker was the most influential social in his thinking, he took the field of economics with scientist of the past half century,” Heckman noted. him—and later, many other social sciences too,” Heckman said. Becker Friedman Institute | 5 R E S E A R C H I N I T I AT I V E S Initiatives Deepen Economic Inquiry Economic research can provide evidence to shape effective policy, and that motivates much of the work the institute supports. This year, however, we also invested in research that looks at how policy and economic models should account for what we don’t know. With funding from the MacArthur Foundation, the and legislators should make regulatory choices institute launched the Price of Policy Uncertainty when required cost-benefit analysis is ambiguous. Initiative, which pursues key questions about accurate measurement and economic impact of such uncertainty. It explores how individuals’ doubts and responses to unknowns can be factored into models, forecasts, and policies themselves. In 2015, this initiative organized two conferences. In May, initiative co-investigator Lars Peter Hansen gave two talks on the consequences of uncertainty in Washington and later gave one in Paris. The institute also provided direct research support to co-investigator Steven J. Davis and colleagues, who are refining an index that measures policy “Exploring the Price of Policy Uncertainty,” held uncertainty. To share this emerging research with April 7–8, 2015 in collaboration with the Urban wider audiences, the institute launched a video Institute, was the first institute event that engaged series with two releases exploring the key research the Washington, DC policy community and schol- questions pursued by active group of UChicago ars in that area. On May 8–9, colleagues at the scholars. University of Chicago Law School and Harris School of Public Policy collaborated to present “Federal Agency Decision Making Under Deep Uncertainty.” This conference examined how agencies, courts, Price Theory initiative director Steven Levitt 6 | The University of Chicago Other active research initiatives explore issues or areas of economics with activities summarized at right. The Andrew and Betsy Rosenfield Program in Economics, Public Policy, and Law Within this program, several initiatives maintained an active roster of programs and learning opportunities. Chicago Experiments continued to run numerous economic field experiments in settings ranging from the Parent Academy in the United Kingdom to residential energy use in California and Vermont. The initiative’s Science of Philanthropy conference, held November 7–8, 2014, brought together researchers and nonprofit leaders to share insights about individuals’ giving behavior. The initiative also made preparations to host its first Summer Institute on Field Experiments for young researchers interested in the field in mid-July 2015. Law and Economics hosted notable visiting scholars: Thornber Fellow Ulrike Malmendier and Ken Ayotte, both of University of California, Berkeley. The initiative also supported and organized the newly-named George J. Stigler Workshop in Economics and Policy. Price Theory director Steven Levitt gave a popular Friedman Forum talk, “The Freakonomics of Quitting,” on January 23, while the Becker Brown Bag lecture series for MBA students continued with casual research presentations from Ann McGill, Tarek Hassan, Gregor Matvos, Devin Pope, and Robert Topel. The initiative provided research support for senior faculty Kerwin Charles of the Harris School and Matthew Gentzkow at Chicago Booth. It also funded the work of nine earlycareer researchers: Benjamin Brooks, Thibaut Lamadon, Magne Mogstad, Brent Neiman, Felix Tintelnot, and Alessandra Voena in the Department of Economics and Eric Budish, Loukas Karabarbounis, and Neale Mahoney at Chicago Booth. Economics of the Family sponsored the “Asian Family in Transition” conference March 26–27, 2015 in Hong Kong. Researchers presented work exploring the economic consequences of changing household and family formation and labor patterns. The initiative also continued the weekly Family Economics Workshop, to review new work in the field. Fiscal Studies With support from Donald R. Wilson Jr., AB’88, and Edward R. Allen III, PhD’92, this initiative presented a public talk, “The Role and Impact of Monetary Policy in an Uncertain Economy” with Charles Evans and Lars Peter Hansen, and a Friedman Forum for undergraduates, “Speculation, Trading, and Bubbles,” with José Scheinkman. The initiative also presented the “Conference on the Handbook of Macroeconomics Volume 2” on April 23–25. Health Economics The institute hosted noted scholars in this field, including Michael Dickstein of Stanford University, Ben Handel of University of California, Berkeley, and Joshua Gottlieb of University of British Columbia. In collaboration with faculty at the Harris School, Medical School, and Chicago Booth, the institute also developed a plan for foundational research on health care markets and is working to secure funding. Human Capital The institute continued to provide communications support for the Human Capital and Economic Opportunity Global Working Group. Among its many notable activities, HCEO presented its second Summer School on Socioeconomic Inequality June 30–July 4 at the University of Chicago Center in Beijing. Other conferences explored identity and inequality, social mobility, the effects of socioeconomic status on identity and personality, school choice, and family economics. Industrial Organization This emerging initiative hosted visiting scholars Isabelle Perrigne and Quang Vuong of New York University, Glen Weyl of Microsoft Research, and Frank Wolak of Stanford University. Macroeconomic Financial Modeling and Systemic Risk The MFM Working Group continued its efforts to develop and evaluate macroeconomic models with linkages to the financial markets in two meetings held in September and May in New York. With generous funding from the Arthur P. Sloan Foundation renewed at the end of the year, the initiative awarded dissertation funding to 27 graduate students over the course of the year. These students have produced innovative work that sheds light on the mechanisms by which financial shocks are transmitted through the economy. Emerging Initiatives The institute is in the early phases of expanding its research portfolio in global directions. An initiative in International Economics began with a conference on “Flows of Goods and Technologies in the Global Economy” April 3–4. Likewise, an initiative on the Economics of Conflict will begin in spring 2016 with a research conference cosponsored by the Harris School. Becker Friedman Institute | 7 VISITING SCHOL ARS An Intellectual Destination for Inquiring Minds With plenty of space for visitors in our new home in Saieh Hall, the institute welcomed a diverse group of 47 visiting scholars who gained from and contributed to daily exchanges across the UChicago economic community. Researchers hailing from Berkeley to Zurich spent time at the institute interacting with students and faculty, sharing work in areas ranging from behavioral economics to game theory. Here are the stories of just a few of those visitors. The Economics of Migration Visiting the institute in April, Melanie Morten of Stanford seemed unfazed by the fierce reputation of the University of Chicago’s workshops. “It’s a very intellectually vigorous environment,” said Morten, who was thankful to faculty and students attending the family economics workshop for giving her “a great opportunity to present research in progress.” Morten and her coauthors are in the process of examining how where you live might relate to how Morten also looked at the comparative costs of commuting. If infrastructure has made it cheaper for laborers of a given industry to get to their job in an urban center, or on the outskirts of a developed region, what does that mean for how people match to certain types of work? What does this lower matching cost mean for the economy as a whole? “When we look at that, we find that [lower migration costs] could explain an increase in per capita income of about 20 percent,” says Morten. That quantifies the returns on higher worker mobil- much money you make. All over the world, people ity over time, but we can also use this measure live in areas with very low wages compared to what to compare developing countries to the US. An they might earn elsewhere. Morten wants to know if American citizen’s average output is around 15 the factors that individuals use to make these deci- times that of a person living in Indonesia; by sions differ depending on where you live. Can you Morten’s measure, about ten percent of that pro- simply move a person to a richer part of the world ductivity gap can be explained by the lower mobil- and expect her to earn more? Or do low wages aris- ity costs enjoyed by US workers. ing from individual factors and decisions that would continue in a high-wage environment? Morten hopes that work like hers will help policymakers recognize the benefits of integrated labor People elect to stay put for all sorts of reasons— markets, as well as possible side effects of misdi- common language, shared religion or culture, pre- rected regional development policies ferred weather, an optimal commute. Giving up these things are costs migrants bear along with the actual expenses of moving. Morten and colleagues correlated such factors to detailed micro-data for Indonesia and the United States from 1976 to 2012. That data starts to paint a picture of the costs of migration over time, and an understanding what causes them to change, says Morten. 8 | The University of Chicago Explaining Bubbles Asset price bubbles have cropped up in financial markets for centuries, yet we don’t completely understand how and why they arise. Distinguished Research Fellow Jose A. Scheinkman has studied them carefully, and offered some explanations at a Friedman Forum Undergraduate Lecture. Distinguished Research Fellow Pierre-André Chiappori George Tavlas of the Bank of Greece Columbia University’s José Scheinkman Distinguished Research Fellow Thomas J. Sargent Scheinkman outlined three observed facts about commentator. “On both sides, there are investors conditions associated with bubble episodes: they who overestimate their knowledge and therefore coincide with increased trading volume and also make decisions based on that overconfidence,” with financial or technical advances, and they burst he added. when asset supply increases. As long as the two groups have different informa- As evidence, Scheinkman cited overtrading in the tion or beliefs, the option to be able to sell to the years leading up to the 1929 stock market crash other group will always bring a higher price for the and the Internet start-ups crowding onto the stock stock than its fundamentals indicate. And the more markets during the dot.com boom. the two groups diverge, the higher prices will rise. Scheinkman presented his model of bubble formation with two groups of investors. Group A is “That is the bubble. It is not because one group is more optimistic. The bubble is the value of the rational and makes decisions about investing based option of reselling to the other party in the future,” on their reading of the markets. Group B makes Scheinkman said. decisions based on the opinions of a TV business Visiting Scholars continued f Becker Friedman Institute | 9 VISITING SCHOL ARS Costas Meghir, Yale University The Failings of Macro Models Sir Mervyn King, the former governor of the Bank of England, also addressed the shortcomings of models from a policy perspective in one of the talks he gave as the institute’s 2015 Ta-Chung Liu Distinguished Visitor. Standard available macroeconomic models did not help forecast the last financial crisis or help to respond to the long-lasting recession that followed. So what type of model would help us understand what came before and after the financial crisis? Stefanie Stantcheva, Harvard Society of Fellows King said a financial or economic crisis could be defined as “a reaction to the realization that a big mistake was made.” Many existing macro models “are not helpful about why the mistake or misperception has built up. There must be something to explain why misperceptions could exist and why the correction takes a long time as well.” Students enjoyed several opportunities to hear and learn from King, a policymaker and influential scholar. He spoke with students in Anil Kashyap’s class at the University of Chicago Booth School of Business. He also spoke to a crowd of students King explored this question in an informal talk for and professionals at an event cosponsored with about 60 students and faculty members. Chicago Booth’s Initiative on Global Markets. That “Despite the biggest stimulus ever seen in the world, we have seen a recovery that is very slow and left a gap between where we thought we would be ten years ago and where we are,” remarked King. talk explored the relationship between currencies and nations. King later said that he much enjoyed his visit to Chicago and the interaction with faculty and students. Competing explanations have been put forth to King’s visit was made possible by the generosity explain the slow recovery, but they are incomplete of Ernest and Joan Liu, who established a or circular, he said. “We have to make a story with visiting scholar’s post in honor of Ernest’s father, the economics behind it to explain observed facts,” distinguished econometrician Ta-Chung Liu. he noted. “I’m trying to put the economics back The institute is grateful to the Liu family for into this.” supporting King’s visit. 10 | The University of Chicago “Competing explanations have been put forth to explain the slow recovery, but they are incomplete or circular. We have to make a story with the economics behind it to explain observed facts.” —SIR MERVYN KING Visiting Scholars 2014–15 Dilip Abreu Princeton University Econometrics Ufuk Akcigit University of Pennsylvania Economics of innovation and growth Kenneth Ayotte University of California, Berkeley Bankruptcy, corporate finance Yeon-Koo Che Columbia University Contracts, organization, microeconomics Andrew Chesher University College London Econometrics Stefano DellaVigna University of California, Berkeley Behavioral economics, applied microeconomics Michael Dickstein Stanford University Health economics Yanqin Fan University of Washington Econometrics Jesús Fernández-Villaverde University of Pennsylvania Applied econometrics, public policy Drew Fudenberg Harvard University Game theory Xavier Gabaix New York University Asset pricing, macroeconomics, behavioral economics, executive compensation Stefania Garetto Boston University Macroeconomics, international trade Joshua Gottlieb University of British Columbia Health economics Benjamin Handel University of California, Berkeley Health and behavioral economics Shui-Chin Lee Fellow Richard Hornbeck Harvard University Economic history of America George Tolley Fellow Felix Küebler University of Zurich Computational economics Tong Li Vanderbilt University Identification and inference in game theory models Ulrike Malmendier University of California, Berkeley Corporate and behavioral finance Thornber Visiting Fellow Albert Marcet Barcelona Graduate School of Economics Macroeconomics, financial economics, time series Costas Meghir Yale University Labor responses to tax reforms Carolin Pflueger University of British Columbia Monetary policy, finance Monika Piazzesi Stanford University Finance, macroeconomics Luigi Pistaferri Stanford University Labor economics; applied econometrics Jean-Marc Robin Sciences Po Microeconomics Christina Romer University of California, Berkeley Economic history, macroeconomics David Romer University of California, Berkeley Monetary economics, macroeconomics José Scheinkman Columbia University Financial markets Karl Schlag University of Vienna Modeling choices with unknowns Karl Schmedders University of Zurich Computational economics Martin Schneider Stanford University Macroeconomics, finance Andrew Shephard University of Pennsylvania Labor, public economics Melanie Morten Stanford University Economics of migration Stefanie Stantcheva Harvard Society of Fellows Optimal tax design Ulrich Müeller Princeton University Econometrics Chris Taber University of Wisconsin Econometrics Isabelle Perrigne Rice University Industrial organization, econometric applications George Tavlas Bank of Greece Monetary policy Quang Vuong New York University Theoretical and applied econometrics E. Glen Weyl Microsoft Research Price theory, industrial organization Frank Wolak Stanford University Environmental economics Tao Zha Federal Reserve Bank of Atlanta Macroeconomics, econometrics Distinguished Research Fellows Pierre-André Chiappori Columbia University Behavior, risk, mathematical economics Thomas J. Sargent New York University Rational expectations, macroeconomics Robert M. Townsend Massachusetts Institute of Technology Economic organization and financial systems TA-CHUNG LIU DISTINGUISHED VISITOR Sir Mervyn King New York University Monetary policy Research Fellows Benjamin Brooks Princeton University Microeconomics Thibaut Lamadon University College London Macro-labor, contracts, applied econometrics Becker Friedman Institute | 11 SAIEH HALL Chicago Economics Has a New Home Seven years of planning, meticulous restoration, and adaptive renovations culminated in a beautiful and efficient new home for the Becker Friedman Institute and the Department of Economics. The Saieh family tours the hall Ann Beha and Associates transformed the 90-year- Saieh and his extended family were on hand for the old former seminary building into a modern dedication. “What Chicago has done for the world, research and educational center tailored to the for America, for Chile, and for my family is enor- ongoing tradition of intense inquiry, discussion, mous. As a family, we made the decision to support and collaboration. The institute held its first programs in the facility’s new skylit classroom in September 2014. In a joyful ceremony held October 30, the building was dedicated as the Saieh Hall for Economics, with thanks the department and the Becker Friedman Institute, and we feel we are privileged to do that,” he said. Saieh recalled the Department of Economics as a contentious place in his student days in the 1970s. “Everybody had different views,” he recalled. “The to the generosity of Chilean businessman Alvaro only thing they had in common was to dig deep for Saieh, AM’76, PhD’80, and his family. knowledge.” “Years of plans, dreams, ambitions and hard work have culminated in the reality of this beautiful building,” said institute director Lars Peter Hansen. With space to accommodate an expanding roster of visiting scholars and programming for research- That’s still true today, President Robert J. Zimmer remarked. The UChicago economics community is an extended family, and, like many, “it’s a complicated family. This family fights all the time,” he quipped. ers, students, and the public, “the institute is a true Reflecting on the number of people around the intellectual destination for the world’s best econo- globe so profoundly affected by powerful eco- mists,” he added. nomic insights born here, he noted, “It’s remarkable to think there could be so much impact from people sitting around, thinking and arguing with each other.” 12 | The University of Chicago We gratefully acknowledge the generosity of the Alvaro Saieh Family and others who have contributed to our beautiful and functional new home. Bernard J. DelGiorno Richard and Jane Wong Hodson and Ludmila Thornber Mr. and Mrs. James B. McWethy Jeremy J. Siegel The Northern Trust Corporation “We want to make buildings where people come together and find quiet places for discovery. We find hidden opportunities, even if underground. We want a space that is light, not intimidating, that joins the past with the future, that is up-to-date yet brings back the richness of an era when architecture cared about the little details. We find cozy spaces for the seminars, and gems waiting to be polished.” —ANN BEHA, ON THE PROCESS OF TRANSFORMING SAIEH HALL Becker Friedman Institute | 13 STUDENT EVENTS Preparing Future Economists Leading experts offer insights on “Big Data” and the future of social science research University of Chicago undergraduates heard an array of views on the economic, moral, and political effects of so-called “big data” at a student-organized panel discussion held on April 10, 2015. The panel featured economists Susan Athey of Athey noted that while economic models are Stanford University, Hal Varian of the University designed to find causality, figuring out how to fit of California, Berkeley, and statistician and machine these models to big data sets is a necessary next learning expert Larry Wasserman of Carnegie step in the field. Mellon University. “We really don’t know how to apply these tech- In their opening remarks, all three panelists noted niques to big data sets. If I have three variables, that one of the biggest challenges of big data is I can think really hard about how to specify how to draw the right conclusions from it. While my model, but if I’ve got thousands—nobody the vast pools of stored data on virtually every elec- has a theory of how a thousand variables affect tronic transaction are useful in showing correlations your outcome,” she said. “Where I’m trying to between phenomena, interpreting correlations and do research to bring these things together is to showing causality between them remains difficult. combine the best of both worlds.” Student Events 2014–15 Graduate Student Lecture Series Institute events offered undergraduate and graduate students access to a wider range of expertise and approaches and opportunities to build their research skills through these events. Research Experience for Undergraduates in Economics How Big Data is Changing Economies Susan Athey, Stanford University; Hal R. Varian, Google Inc.; and Larry Wasserman, Carnegie Mellon University Price Theory Summer Camp Edward Lazear, Steven Levitt, John List, and Kevin Murphy taught the unique Chicago price theory approach to PhD students from top programs around the country. 14 | The University of Chicago Reflections on Models of Stagnant Demand Mervyn King, former governor of Bank of England Segmented Housing Search Monika Piazzesi and Martin Schneider, Stanford University Trends and Cycles in China’s Macroeconomy Tao Zha, Federal Reserve Bank of Atlanta Overview of Corporate Bankruptcy Kenneth Ayotte, University of California, Berkeley Becker Brown Bag Series What Can Auctioneers Teach Us About Auctions? Evidence from Manheim Car Auctions Devin Pope, Chicago Booth Selling Failed Banks Gregor Matvos, Chicago Booth Who or What to Believe? Trust and the Differential Influence of Human and Anthropomorphized Spokespersons Ann McGill, Chicago Booth The student moderators, fourth-years Kayla Reinherz added. Despite the challenges facing the use and Justin Manley, also asked the panelists about a of big data, the panelists were unanimous in prais- pressing issue arising from the ubiquitous collection ing its promise. All three agreed that this is the and unlimited storage of transactional data: privacy. most exciting phase of their careers, and that it’s a If there are no safeguards in place, data can be phenomenal time to be a scientist, economist, traced back to specific individuals. or statistician. Wasserman demonstrated why this is such a com- They also all agreed that it’s important for big data plicated issue, saying that in order to guarantee experts and economists to learn from each other privacy, noise must be introduced, diluting the and work together to find new solutions to data data to a degree that robust analysis becomes impractical. “You have to dissolve the amount of issues. As Athey said in her introductory remarks, “This is a moment in time where social science information in the data set so much that it quickly and economics can do so many things we couldn’t becomes useless,” he said. With tensions between do before.” the statistician and internet security communities, the two sides of the argument seem far from coming to a solution to the problem, Wasserman The Power of the Street: Evidence from Egypt’s Arab Spring Tarek Hassan, Chicago Booth Inequality, Human Capital, and Economic Growth Robert Topel, Chicago Booth Friedman Forums Millennial Goals: What’s Happened? What’s Next? Nancy Stokey, UChicago The Freakonomics of Quitting Steven Levitt, UChicago Speculation, Trading and Bubbles Jose A. Scheinkman, Columbia University Computational Economics Colloquium Massively Parallel Programming for Economists: Challenges and Opportunities Jesús Fernández-Villaverde, University of Pennsylvania The institute gratefully acknowledges support for this event from the CME Group Foundation. Computable General Equilibrium and the PATH Solver Todd Munson, Argonne National Laboratory Recent Advances in the Computation of Equilibria in Heterogeneous Agent Macro Models Felix Kübler, University of Zurich Projection Methods and Higher-Order Dynamics in Asset-Pricing Models with Recursive Preferences Karl Schmedders, University of Zurich Structural Approaches to Optimal Taxation Design Andrew Shephard, University of Pennsylvania Tensor-Based Computing in Contract Theory, IO, and HJB PDE Macro Models Victor Zhorin, UChicago Becker Friedman Institute | 15 O U T R E AC H E V E N T S Taking Research on the Road In free and lively public discussions, the Becker Friedman Institute shared research, analysis, and insider views of US and global monetary policy, the response to the financial crisis and Great Recession, the slow economic recovery, and struggling labor markets. Eight events—sometimes in different cities in the same week—illuminated timely economic issues. On January 6, the Chicago Economic Society, a Immobility and Inequality In Washington, DC, Davis and Murphy focused on long-term trends that signal distress in Washington, DC-based alumni group, hosted an labor markets. Davis started with data showing institute talk at which Steven Davis and Kevin that employment rates have been dropping for Murphy shared different evidence-based explana- American men of most ages and education groups tions for the slow-growing US economy and strug- for decades. The decline in employment for gling labor markets. Wall Street Journal reporter women started more recently. Pedro da Costa Davis moderated the talk. The next night, back in Chicago, a standing-room- “This has been going on long before the Great Recession. It says we had serous problems in the only audience of about 150 showed up on a bitterly labor market,” said Davis, the William H. Abbott cold night for a wide-ranging discussion of mon- Professor of International Business and Economics etary policy and uncertainty with Charles Evans, at the University of Chicago Booth School of president of the Federal Reserve Bank of Chicago, Business. led by Institute Director Lars Peter Hansen. Labor market fluidity, measured by the pace at which people move across jobs or positions move Outreach Events 2014–15 across employers, has also been declining since Tax Policy and the Growth of States with Rex Sinquefield, MBA’72 mobility on the employee side both show a bit Saieh Hall Open House Presidential Economics with Edward Lazear and Christina Romer Jobs, Growth and the State of the US Economy with Steven Davis and Kevin Murphy (Washington, DC) 16 | The University of Chicago The Role and Impact of Monetary Policy in an Uncertain Economy with Charles Evans and Lars Peter Hansen Consequences of Uncertainty with Lars Peter Hansen (Washington, DC) Money and Nations with Mervyn King Consequences of Uncertainty with Lars Peter Hansen (Paris) the 1980s. Reallocation on the employer side and more than 25 percent drop in fluidity, a pattern seen in all 50 states, all industries, and all firms, for every age, education group, and gender. Structural shifts in firm size, firm age, and industry distribution, and an aging workforce account for only a small share of the decline. “That leaves most of the phenomenon unexplained,” Davis said. Is this a cause for concern? Lower job reallocation rates mean less unemployment and less job market friction. But for Davis, the downside outweighs this upside. 2014 Nobel Laureate Jean Tirole Edward Lazear and Christina Romer “If you do lose your job, or have a job and aren’t Lars Peter Hansen with Chicago Fed President Charles Evans and declining growth, showing that the wage satisfied, it’s harder to find a new path. Co-locating differential between college and high school with a spouse or moving along a career path is graduates has skyrocketed since the late 1970s. harder. If you can’t move along a career path and College graduates today earn 70 percent more gain a salary increase that goes with it, it’s harder than high school graduates—compared to a to build human capital.” 20 percent college wage premium in 1979. “Evidence suggested declines in fluidity are reduc- “Over 40 years, there was an expansion of inequality ing employment rates, particularly among the throughout the wage distribution and a rise in the younger and less educated. They are the ones for educational differentials. It’s not the old story of the whom fluidity is likely to be most important.” underclass, where everyone is doing okay except Complementing Davis’s data, Murphy shared evidence on salaries for the younger and less educated. He offered a supply-and-demand the poorest,” said Murphy, the George J. Stigler Distinguished Service Professor in Economics. Outreach Events continued f explanation for wage inequality, unemployment, Becker Friedman Institute | 17 O U T R E AC H E V E N T S “There are a couple of ways to think about that: ‘wow, that’s a big rise in equality,’ or, ‘that’s a big poorly prepared for higher ed,” Murphy said. “Education is largely a public endeavor; we have to return on investment. It’s an opportunity,’” Murphy do what we can to respond to the challenge of pre- noted. paring a work force trained for a growing economy.” People have recognized that opportunity and sought higher education and the rewards it brought. For most of the 20th century, the supply of skilled labor met demand. But for the last 30 years, demand for skilled workers in a modern, technology-based economy has exceeded supply, driving up wages for graduates. Embracing Uncertainty At the “Role and Impact of Monetary Policy in an Uncertain Economy” in Chicago, Evans explained the thinking behind Fed policy and explained that his assessments are often followed by a key caveat: “I could be wrong about that.” With the economic While college entrance rates are strong, comple- stakes so high, Fed officials must consider differ- tion rates have declined since the 1990s. One rea- ent ways they could err and which types of errors son is because too many students are coming out would be most costly for the economy. of struggling secondary school systems and are poorly prepared for college. And those who don’t go to college or drop out of high school have few job opportunities and minimal wage growth. “People are trying to respond to labor market demand, but they are not very able to. They are 18 | The University of Chicago Evans and his fellow policymakers on the Federal Open Market Committee deal with such uncertainty and the very real economic consequences of being wrong every day. Hansen wrestles with uncertainty on a more theoretical basis, studying ways to incorporate it in macroeconomic models like those on “There are a couple of ways to think about the rise in educational [wage] differentials: ‘wow, that’s a big rise in inequality,’ or ‘that’s a big return on investment. It’s an opportunity.’” —KEVIN MURPHY Institute cochair Kevin Murphy which the Fed relies. The pair agreed that they’d One way the Fed has tried to acknowledge and like to see more acknowledgement of uncertainty reduce uncertainty is with forward guidance—state- in the policy realm. ments about how the Fed is likely to adjust policy For example, Hansen cited editorials that use overly simplistic data to draw opposing conclusions on the effectiveness of Keynesian stimulus. “There’s scope for the greatest divergence in opinions when historical evidence is weak,” said Hansen. if economic conditions in the future evolve as predicted. Pointing out that forward guidance is not always so clear, Hansen wondered, “Is the point to buy the Fed some wiggle room?” Evans said that while laying out the thinking of Not acknowledging the unknown “opens the data Fed policymakers in advance does help people that’s out there to multiple interpretations, often and firms anticipate shifts in monetary policy, dramatically different opinions of the same data. the realities of keeping the market stable and In my view, it diminishes the discourse around achieving consensus among the 17 members of public policy.” Evans agreed: “The way I would like debates like this to carry forward would be that someone brings their analysis to the table, and they make predic- the FOMC means that policy must be conditional, since it is shaped by a wide array of information. “I’m amenable to explicit numbers, but it’s hard to do,” said Evans. tions, like [the Fed is] willing to do.” He said that robust policy prescriptions should not only specify how policy should evolve if events work out as expected, but also how policy should react if predictions turn out to be wrong. Becker Friedman Institute | 19 20 | The University of Chicago 2 0 1 4 –1 5 Financial Report Revenue Expense In thousands of dollars In thousands of dollars Funding Source Budget Unrestricted Support 1,355 Unrestricted Endowment Payout 665 Restricted Gifts and Grants 1,965 Restricted Endowment Payout Total Current Year Expense Area Amount BFI Operations 1,811 Researcher Compensation 865 Conferences & Research Support 1,268 599 Visitors574 4,584 Total4,518 27% 40% Endowment Payout (unrestricted and restricted) BFI Operations 19% Researcher Compensation 30% Unrestricted Support 28% Conferences and Research Support 43% Restricted Gifts and Grants 13% Visitors Funding Allocation to Expense Areas In thousands of dollars Expense Area BFI Operations Researcher Compensation Conferences and Research Support Visitors Unrestricted Funding Restricted Funding 1,465 346 130 735 115 1,153 310264 Expense Total 2,020 2,498 Funding Available 2,020 2,564 0 66 Net Total Overall, the institute underspent funding by $66,000, but this was almost exclusively from restricted sources. Unspent funding rolls over into the next fiscal year. Becker Friedman Institute | 21 2 0 1 4 –1 5 Honor Roll of Donors The Becker Friedman Institute gratefully acknowledges these individuals, foundations, and organizations for their generous gifts supporting the institute’s efforts to advance, refine, and disseminate policy-relevant economic research. $1 million + $10,000+ Mr. David Gerrard Dunn Anonymous (2) Dr. Stephen M. Denning Goldman Sachs & Company The Education Endowment Foundation John Templeton Foundation Mr. Jeremy J. Siegel & Mrs. Ellen Schwartz $100,000 + Anonymous (2) Dr. Edward R. Allen III & Dr. Chinhui Juhn CME Group Foundation Mr. Donald Ray Wilson Jr. Mr. Claudio L. S. Haddad & Mrs. Rosalie Rahal Haddad Humana Inc. Dr. Peter D. Linneman & Ms. Kathleen Linneman* & Ms. Judith J. Johnson Mr. Charles P. McQuaid & Mrs. Monica McQuaid James B. McWethy Dr. Bernard E. Munk Mr. Stephen R. and Lisa S. Rigsbee Mrs. Barbara Ritzenthaler & Mr. Lawrence R. 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Margulis Mr. Paul M. Mayfield & Ms. Susan N. Mayfield Mr. Frederic W. Morton, Jr. & Mrs. Karen S. Vrechek Mr. Todd Eugene Petzel Mrs. Maria E. Pippo-Kretschmer & Mr. R. David Kretschmer Mr. Luis Rodriguez Mr. James O. Roeder Mr. Evan Schulman Dr. Sherman Shapiro & Mrs. Ellen Shapiro* Mr. Arthur Sidney Margulis, Jr. and Mrs. Elaine R. Margulis Mr. Steven B. Weinstein Mr. Mingde Yu* Up to $1,000 Mr. William K. Haffner Mr. Benjamin Changwook Shim Dr. James Dutton Adams Dr. Ronald W. Hansen Ms. Carol J. Simon Mr. David Jerome Adelman Mr. Jonathan S. Hartley Mr. Reynold Bennett Strossen AIG Matching Grants Program Mr. David C. Healey Dr. Jeanne-Mey Sun Mr. Johnathan A. Alexander Mr. Andrew J. Hogue Mr. Baird Smith Allis Mr. Robert A. Kaiser Jr. Mr. Kenneth N. Sundaresan Dr. Andrew James Aronson Mr. Benjamin Klein Dr. Pavel Svihra & Ms. Joy Svihra Mr. Konstantin Georgiev Kulev Mr. Matias E. Tapia Gonzalez & Dr. Iris K. Aronson Ms. Aasha Bharat Barot Mr. Bernard Lashinsky Mr. James Baumgardner Ms. Madeline Z. Lauf & Ms. Ann E. Herington Mr. Scott Lee & Mr. Tom J. Janssens* & Ms. Ana S. Leon Lince Ms. Emma G. Marquez and Mr. Gordon L. Toggweiler Mr. Peter J. Boxall* Mr. Norman B. Lefton Mr. Lee A. Caplan Dr. David M. Levy Mr. Kevin Chun Chau Cheng Ms. Yuen Shan Sandi Li Ms. Anita Ka-Yin Yu Dr. Phillip Ely Church Lincoln Financial Foundation Ms. Abby M. Zarkin & Gary A. Mr. Damien De Walque & Mr. Shawn S. Loh Ms. Celine P. Van Zeebroeck* Dr. Dennis N. and Mary De Tray Deutsche Bank Americas Foundation Mr. Melchior Dikkers Mr. Robert J. Doyle Jr. & Mrs. Susan B. Wessels* Zarkin, PhD Ms. Karen Virginia Lombard* Mr. Clare W. Zempel Mr. Patrick Jose Henry Mr. Harry Zimmerman Reyes Malto Dr. Richard Dale Marcus *Gifts marked with an asterisk were Mr. William D. Marder made in memory of the late Gary S. & Ms. Donna Rhae Marder Mr. Scott David Drewianka* Ms. Deborah Ann Mason Ernst & Young Foundation Dr. Ann-Marie Meulendyke Matching Gifts Dr. Walter John Wessels Becker. Every effort has been make to accurately acknowledge all gifts and Mr. Ian M. Muir pledge payments made between Mr. John B. Faughnan Mr. Christian Michael Origlio July 1, 2014, and June 30, 2015. Mrs. Frances M. and Dr. James Pacific Mutual Life Insurance If there are errors or questions, please M. Ferguson Company Mr. Michael E. Edleson Mr. Ian William Holmes Parry* Mr. Andrew Joseph Filardo Ms. Chantelle R. Pires & Ms. Elizabeth Lynne Profit Mr. Clayne Legrand Pope Mr. Trevor S. Gallen Ms. Anisha Raj Mr. Hays N. Golden & Mr. Andrew C. Rhoads Ms. Kathleen B. Rubenstein* Ms. Itir Gorguc Dr. David E. Runkle & Ms. Patricia M. Runkle Mr. Francois Gourio Dr. John William Ruser Ms. Madeleine Sophie Mr. John Paul Salvino Greathouse contact [email protected]. Mr. Jeffrey R. and Jennifer Seaver Becker Friedman Institute | 23 Leadership Governing Committee Institute Research Council Becker Friedman Institute Eric D. Isaacs, Chair Lars Peter Hansen, Chair Council Provost Director and cochair, Yue-Chim Richard Wong, Chair Becker Friedman Institute Guity Nashat Becker, PhD’73 Eric D. Isaacs, ex officio David Booth, MBA’71 Sunil Kumar Dean, University of Chicago Booth School of Business Kevin Murphy, ex officio Richard Elden, MBA’66 Steven J. Davis Cochair, Becker Friedman Daniel Fischel, JD’77 Deputy Dean, Chicago Booth Institute Claudio Haddad, AM’72, PhD’74 Daniel Diermeier Fernando Alvarez Leo Melamed Dean, Harris School Department of Economics Charles McQuaid, MBA’76 Kerwin Charles Henry Paulson Harris School of Public Policy Andrew Rosenfield, JD’78 of Public Policy John List Chair, Department of Economics Michael Schill Dean, Law School David Nirenberg Dean, Social Science Division James J. Heckman Department of Economics Erik Hurst Chicago Booth Richard O. Ryan, MBA’76 Alvaro Saieh, AM’76, PhD’80 George P. Shultz Hodson Thornber, AB’62, PhD’66 Anup Malani Law School MarrGwen Townsend Don R. Wilson Jr., AB’88 Distinguished Advisory Group Pierre-André Chiappori Columbia University Edward P. Lazear Nancy Stokey Department of Economics Chad Syverson Chicago Booth Stanford University Graduate Pietro Veronesi School of Business Chicago Booth Thomas J. Sargent New York University Robert M. Townsend Massachusetts Institute of Technology © 2015 The University of Chicago. Photography: Joseph Sterbenc, Rob Kozloff, Jason Smith, and John Zich Contributors: William Leddy, Robin Mordfin, Mark Riechers, Toni Shears, Amelia Snoblin, and Fareine Suarez Design: Sorensen London Design 24 | The University of Chicago The Becker Friedman Institute Saieh Hall for Economics 5757 South University Avenue Chicago, Illinois 60637 773.702.5599 [email protected] www.bfi.uchicago.edu