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Economics at MIT 2012-2013
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MONETARY POLICY
The MIT Family TreeBy Richard Miller on January 19, 2012
The economics department of the Massachusetts Institute of Technology provides much of the brainpower used to combat the
global financial crisis. Seven former or current bank chiefs—of the U.S., Britain, the Euro Area, India, Israel, Chile, and Cyprus—
either studied or taught there. The department is famous for its stress on practical solutions to economic problems.
Used with permission of Bloomberg L.P. Copyright© 2012. All rights reserved
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Table of Contents
Department of Economics
Massachusetts Institute of Technology
50 Memorial Drive, E52-391
Cambridge, MA 02142-1347
http://economics.mit.edu/
Introduction
Recent Developments
Department Overview
Academic Programs
Undergraduate Economics
Graduate Economics
Current Research
Economic Theory
Macroeconomics, International, and
Development Economics
Econometrics
Appl ied Microeconomics
Economics Around the Institute
Faculty
2
4
7
9
13
16
21
23
29
31
Tab le o f Contents
The Massachusetts Institute of Technology is committed to the principle of equal opportunity in education and employment. The Institute does not
discriminate against individuals on the basis of race, color, sex, sexual orientation, gender identity, religion, disability, age, genetic information, veteran
status, ancestry, or national or ethnic origin in the administration of its educational policies, admissions policies, employment policies, scholarship and
loan programs, and other Institute administered programs and activities, but may favor US citizens or residents in admissions and financial aid.*
The Vice President for Human Resources is designated as the Institute's Equal Opportunity Officer and Title IX Coordinator. Inquiries concerning the
Institute's policies, compliance with applicable laws, statutes, and regulations (such as Title VI, Title IX, and Section 504), and complaints may be
directed to Alison Alden, Vice President for Human Resources, Room E19-215, 617-253-6512, or to the Manager of Staff Diversity and Inclusion,
Room E19-215, 617-452-4516. Inquiries about the laws and about compliance may also be directed to the Assistant Secretary for Civil Rights, US
Department of Education.
*The ROTC programs at MIT are operated under Department of Defense (DoD) policies and regulations, and do not comply fully with MIT's policy of
nondiscrimination with regard to gender identity. MIT continues to advocate for a change in DoD policies and regulations concerning gender identity,
and will replace scholarships of students who lose ROTC financial aid because of these DoD policies and regulations.
©2013 Massachusetts Institute of Technology
Nobel Prize Medal: ©The Nobel Foundation
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2 | INTRODUCTION Recent Developments
HE PAST YEAR was one of numerous awardsand honors for the MIT Economics Department. AmyFinkelstein was awarded the John Bates Clark Medalby the American Economic Association. This medal isawarded annually to the American economist under theage of forty who is judged to have made the most signifi-cant contribution to economic thought and knowledge.
Amy joins Esther Duflo (PhD ’99), Daron Acemoglu,and Jerry Hausman as active faculty who received theClark Medal. Emeriti faculty members Franklin Fisherand Robert Solow as well as the late Paul Samuelsonalso received the award. Daron Acemoglu received the
2012 Erwin Plein Nemmers Prize in Economics, givenbiennially by Northwestern University to recognize workof outstanding significance. Many winners of this prizehave gone on to receive the Nobel Prize, and Daron isthe youngest winner. Robert Townsend was elected tothe National Academy of Sciences.
We were pleased to hire two Assistant Professors in2012-2013. Paulo Somaini, who works in IndustrialOrganization, comes to us after completing his PhD atStanford. Alp Simsek (PhD ’10), who works in financeand macroeconomics, will join us from Harvard.
As in years past, our faculty received numerous honors
for their research and service contributions:
Daron Acemoglu and Esther Duflo were named two•of Foreign Policy’s Top 100 Global Thinkers of 2012.
David Autor and Amy Finkelstein were inducted into•the American Academy of Arts and Sciences.
Abhijit Banerjee and Esther Duflo received the•Financial Times Business Book of the Year forPoor Economics. They also were finalists for theGerald Loeb Award for Distinguished Business andFinancial Journalism for Poor Economics.
Arnaud Costinot was nominated for the Best Young•French Economist under 40 Prize by the Cercle desEconomistes and Le Monde.
Glenn Ellison and Sara Fisher Ellison were awarded•the Best Paper Award for 2011 by the AmericanEconomic Journal: Microeconomics for “StrategicEntry Deterrence and the Behavior of PharmaceuticalIncumbents Prior to Patent Expiration.”
Recent Developments
T Amy Finkelstein was elected as a Fellow of the•Econometric Society.
J• onathan Gruber won the National Institute foHealth Care Management Foundation Health CareResearch Award. He was named “One of the Top25 Most Innovative and Practical Thinkers of Ou
Time” by Slate Magazine, and was also awarded the Partners Health Care Connected HealthLeadership Award for 2011.
Bengt Holmström received two inaugural prizes•
the Senior Banque de France — Toulouse Schooof Economics Prize in Monetary and FinanciaEconomics, Paris and the OP—Pohjola Honorary
Award in Economics, Helsinki.
Anna Mikusheva received the 2012 Elaine Bennet•Research Prize, awarded biannually by the
AEA’s Committee on the Status of Women in theEconomics Profession.
Parag Pathak was named an Alfred P. Sloan•Research Fellow and received a Presidential EarlyCareer Award for Scientists and Engineers.
Nancy L. Rose was named a MacVicar Faculty•Fellow at MIT for her excellence in teaching.
Stephen A. Ross was awarded the 2012 Onassis•Prize in Finance by City University London and theOnassis Foundation. He also placed second in theBest Unpublished Paper in the Past Year categoryawarded by AQR.
Robert Townsend won the Frisch Medal of the•Econometric Society and received the Jean-JacqueLaffont prize of the Toulouse School of Economics
Heidi L. Williams received a CAREER award from•
the National Science Foundation.
Our faculty and alumni continue to provide leadershipand service to the economics profession. BengtHolmström served as President of the EconometricSociety and now serves on the Executive Committeeof the Econometric Society. Nancy Rose is VicePresident of the American Economic Association. JimPoterba has been elected President of the Eastern
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Recent Developments
Economic Association and is Presidentof the National Bureau of EconomicResearch (NBER).
Daron Acemoglu serves as Editor ofEconometrica. George-Marios Angeletosis co-editor of the Journal of the EuropeanEconomic Association. David Autoris editor of the Journal of Economic
Perspectives. Esther Duflo has hadgreat success in building the AmericanEconomic Journal: Microeconomics as thefounding editor. Muhamet Yildiz serves asforeign editor for the Review of EconomicStudies. Amy Finkelstein is co-directorof the Public Economics Program at theNBER. Jonathan Gruber is the directorof the Health Care Program, and NancyRose directs the Industrial OrganizationProgram. Parag Pathak continues asthe founding co-director of the MarketDesign working group at the NBER, andRobert Gibbons directs the Organizational
Economics working group.
Other faculty members continue thedepartment’s tradition of broader pub-lic service. Olivier Blanchard remains onleave from MIT while serving as ChiefEconomist at the International MonetaryFund. Michael Greenstone serves asDirector of the Hamilton Project at theBrookings Institution. Joshua Angrist isa member of the US Census Bureau
Scientific Advisory Committee. MichaelPiore continues as a member of theresearch council for the Economic PolicyInstitute in Washington, D.C.
Our graduate students continue to take tophonors. Continuing the trend of past years,in 2012, MIT students had outstandingrepresentation among the invitees of theprestigious Review of Economic Studies tour. Three of MIT’s graduating PhD stu-dents—Gabriel Carroll, Melissa Dell, andNathaniel Hendren - were honored to par-ticipate in the Review tour, which selects
seven outstanding new PhDs each year
to take part in a two-week seminar touof leading European economics departments. In 2011, three of the seven PhDsselected for the Review tour were MITstudents, and in 2010, four of the sevenPhDs selected graduated from MIT.
Gabriel Carroll also received the James Aand Ruth Levitan Award for Excellence in
Teaching from the MIT School of Humanities Arts, and Social Sciences.
Whitney Newey continues to serve asDepartment Head and David Autoremains Associate Head. The department continues to build with young facultyBenjamin Olken was promoted to the rankof full Professor. Arnaud Costinot and
Anna Mikusheva were promoted to therank of untenured Associate ProfessorsOur alumni, featured throughout this brochure, continue to make major contributions to research, policy, and commerce.
While many MIT undergraduates begin successful careers immediately after graduation, others continue their studies in graduate school. PhD programs
across the country vie for MIT’s crop of talented undergraduate candidates. This year, the following students have joined top PhD programs:
David Choi: Harvard University (Economics), Sungki Hong: Princeton University (Economics), Katelyn Gao: Stanford University (Statistics).
A few of our outstanding students who completed their PhD in 2012: (L to R) Samuel Pienknagura, Michael Powell, Nathaniel Hendren, Mauro
Alessandro, Jenny Simon, Danielle Li, Joaquin Blaum, Michael Peters, Luigi Iovino
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OR OVER A CENTURY , tDepartment of Economics at MIT hplayed a leading role in economics eduction, research, and public service. Franc
Amasa Walker, MIT’s third president, intduced undergraduate studies in econoics more than one hundred years agWalker, who rose to the rank of BrigadGeneral in the Civil War and directthe 1870 U.S. Census, was a leadineconomist of his day. He was a foundand president of the American Econom
Association. In the early part of the tweeth century, Davis R. Dewey, the editor the American Economic Review for twenyears and a longtime chairman of the MEconomics Department, played a marole in preserving and expanding econoics at MIT. In 1937, the Department addegraduate courses leading to a mastedegree. Four years later, in 1941, it inaugrated the PhD program that is renowneworldwide. MIT’s approach to graduatraining in economics has been wideemulated at other leading institutions.
MIT established its School of Humaniti Arts, and Social Sciences (SHASS) 1950, with the Economics Departmeplaying a central role within the Scho
The Economics Department expandsignificantly in the years following WoWar II with entrepreneurial leadership froRupert MacLaurin and a supportive uversity administration. By the 1950s, it westablished as one of the world’s leadincenters for economic research. Graduatof the MIT Economics Department’s dotoral program are now well-represente
on the faculties of virtually all leading ecnomics departments.
The MIT Economics Department todaya vibrant collection of faculty and studen
The Department’s scholars have receivnumerous awards, including four NobPrizes (the late Paul Samuelson, RobeSolow, the late Franco Modigliani, anPeter Diamond). Many faculty membeare Fellows of the National Academof Sciences, the American Academy
4 | Department Overview
Department
Overview
F
Deborah FITZGERALDDean, SHASS
Whitney NEWEY Department Head
Peter Diamond Nobel Laureate 2010
Institute Professor Peter Diamond has devoted virtually his
entire academic career to research and teaching at MIT,
save for four years spent at the University of California,
Berkeley between completing his PhD in 1963 at MIT and
returning to the Institute as an Associate Professor in 1966.In the ensuing four decades, Diamond has made seminal
contributions to the theory of optimal taxation, the analysis
of retirement, disability and other social insurance programs,
and the theory of labor market search and equilibrium
unemployment. In 2010, the Sveriges Riksbank recognized
these contributions when it awarded the Nobel Memorial
Prize in Economic Sciences to him, Dale Mortensen of
Northwestern University, and Christopher A. Pissarides of
the London School of Economics.
While neoclassical models of labor and product markets
envision a world where, for example, employers and workers
find one another effortlessly, work by Diamond, Mortensen,
and Pissarides commencing in the early 1970s recog-
nized that employers and employees invest real economic
resources into finding suitable matches. In a celebrated
paper, Diamond showed that even small frictions in mar-
ket search can generate large deviations from competitive
equilibrium—a result now known as the Diamond Paradox.
Diamond, Mortensen, and Pissarides developed tools to
incorporate these real-world frictions into mathematical
models, and these now provide the workhorse tools that
economists use to understand the evolution of employ-
ment and unemployment. Though most widely applied to
labor markets, the Diamond-Mortensen-Pissarides model
has yielded insights in many search settings, including real
estate markets, retail pricing, and the “market” for spouses.
Peter Diamond is the fourth
MIT Economics faculty member
to receive the Nobel Prize in
Economics, following in the foot-
steps of Paul Samuelson, Franco
Modigliani, and Diamond’s
own mentor and thesis advisor,
Robert Solow.
Top: Peter Diamond and Robert Solow
Bottom: Peter A. Diamond, Christopher A. Pissarides and Dale T. Mortensen, at
their interview with Nobelprize.org in Stockholm, 6 December 2010.
Copyright © Nobel Media 2010 | Photo: NiclasEnberg
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Arts and Sciences, and the EconometricSociety. Numerous faculty members haveserved in various elected offices of the
American Economic Association and theEconometric Society.
The Department offers the most rigorousundergraduate economics education ofany U.S. college or university, and itsclasses attract a very large undergraduate
student enrollment. During the 2011-2012academic year, 1,904 undergraduatesenrolled in economics courses, 103 under-graduates were majoring in economics, 68were minoring in economics, and another272 took economics as a concentration.Many undergraduate majors, as well asstudents from other departments at MIT,participated in research projects super-vised by the economics faculty. Many arefunded by the Institute’s UndergraduateResearch Opportunities Program (UROP)and departmental UROP funds donatedby our generous alumni.
The Department has an outstandingrecord of recognition of its recent gradu-ates and is consistently ranked as a topgraduate training institution. Each year theMIT PhD program enrolls about twenty-four candidates, selected from approxi-mately eight hundred applicants. Duringthe 2011-2012 academic year, therewere 116 graduate students enrolled inthe Department’s PhD program. Studentdissertation topics span a wide rangeof issues in microeconomics and mac-roeconomics and advance the frontierof economic theory, data analysis, and
econometric methodology. An importantdevelopment of the last two decadeshas been a growing internationalizationin the demand for graduate economicstraining. Currently about half of admittedstudents have undergraduate degreesfrom American universities, while the resthave degrees from the developed anddeveloping world.
Most doctoral candidates spend fiveyears in residence at MIT taking graduatecourses and doing research. The first twoyears of the PhD program are devoted pri-
marily to course work, while the remainder
MIT Economics and
the Nobel Prize
in Economic Science
2010
Peter Diamond, MIT, PhD ’63
MIT Institute Professor of Economics
Emeritus
2008
Paul Krugman, MIT, PhD ’77
MIT Professor of Economics
1980-1994 and 1996-2000
2007
Eric Maskin
MIT Professor of Economics, 1977-1984
2003
Robert F. Engle
MIT Professor of Economics, 1969-1977
2001
George Akerlof, MIT, PhD ’66
Joseph Stiglitz, MIT, PhD ’66
2000
Daniel McFadden
MIT Professor of Economics, 1978-1991
1999
Robert Mundell, MIT, PhD ’56
1997
Robert Merton, MIT, PhD ’69
1987
Robert Solow
MIT Institute Professor of Economics
Emeritus
1985
Franco Modiglian
MIT Institute Professor of Finance and
Economics (deceased
1980
Lawrence Klein, MIT, PhD ’44
1970
Paul A. Samuelson
MIT Institute Professor of Economics
(deceased
The Nobel Prize in Economic Science
was first awarded in 1969 R o b e r t S O L O W
P a u l S A M U E L S O N ( d e c e a s e d )
F r a n c o
M O D I G L I A N I ( d e c e a s e d )
P e t e r D I A M O N D
of the program focuses on writing a doc-toral dissertation. Graduates of MIT’s PhDprogram pursue diverse careers. While amajority enters academia, MIT economicsPhDs are sought after by governments,domestic and international research andpolicy organizations, and private sectorfirms. In recent years, major Internet firmshave hired top economics talent to designand oversee their market strategies.
As the Internet has enabled electronic dis-semination of information to replace tra-ditional print media, the MIT EconomicsDepartment has developed a closely fol-lowed web presence. The Department’sweb site provides up-to-date informationon department courses and seminars. Itincludes links to the many web pagesmaintained by faculty, who often postresearch papers, policy papers, data sets,and even computer programs on theirsites. Graduate students and economicsresearchers from around the world visitthese web pages to download currentresearch. Our faculty’s research papersare often widely read and cited monthsor years before they are published in aca-demic journals. A major redesign of theDepartment’s web site went live duringthe 2011-2012 academic year.
The majority of classes offered by theEconomics department—sixty-seven atlast count—are also made freely avail-able online through MIT’s heralded OpenCourseWare (OCW) initiative (ocw.mit.edu).
An undergraduate economics develop-
ment course, “World Poverty”, will soonbe going live on MITx, the new onlinecourse platform. This will bring a wonder-ful MIT economics presence to audiencesall around the world.
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The John Bates Clark Medal is awarded by the American
Economic Association to the American economist under
the age of forty judged to have made the most significant
contribution to economic thought and knowledge. Namedafter the American Neoclassical economist John Bates Clark
(1847-1938), it is considered one of the two most prestigious
awards in the field of economics, alongside the Nobel.
Approximately 40 percent of Clark Medal winners have (so
far) gone on to win the Nobel Prize in Economics.
MIT has had a large role in the production of Clark Medal
winners. MIT-trained economists have claimed seven of
the last nine Clark Medals, including, most recently, Amy
Finkelstein in 2012. Notably, three of the four most recent
Clark Medal winners—Esther Duflo, Jonathan Levin and
Emmanuel Saez—were members of the MIT PhD class of
1999. Four current faculty members—Daron Acemoglu,
Esther Duflo, Amy Finkelstein and Jerry Hausman—are
Clark Medalists, as well as two emeritus faculty members,
Franklin Fisher and Robert Solow. The late Paul Samuelson,
who spent his entire academic career on the MIT faculty,
was the first (and youngest) recipient of the Clark Medal.
Emmanuel SaezPhoto courtesy of the
John D. & Catherine T. MacArthur Foundation
Amy FinkelsteinEsther Duflo
Jonathan Levin
MIT and theJohn Bates Clark Medal
MIT senior Yangzhou Hu worked with Pentti J.K. Kourri Associate Professor
Arnaud Costinot and Gary Loveman Career Development Assistant Professor
Dave Donaldson on a project studying the gains from market integration
within the United States agricultural sector over the past 130 years. This
project uses unique agronomic data to predict how productive each arable
parcel of land in the U.S. would be for planting a range of staple crops.
As one step in this research project, Professor Costinot and Professor
Donaldson developed an in-depth proof to show that one could correct the
agronomic data for an extremely general set of potential errors by bringing tobear additional data on the amount of land that each U.S. county devoted to
each crop. Through the UROP program, Professors Donaldson and Costinot
hired Yangzhou Hu, a Mathematics and Economics major, to assist. Because
the proof drew on advanced graduate-level economic theory concerning
existence and uniqueness of general equilibrium solutions—material that
Yangzhou had not encountered in her studies—it was expected that her role
would be limited to spotting minor errors and filling in unfinished details.
To the pleasant surprise of both professors, Yangzhou was able not only to
error-check the mathematics but also provide insights and ideas that ulti-
mately streamlined the proof’s logic and exposition.
Undergraduates in
Economics Research
L to R: Jerry Hausman (John & Jennie S. MacDonald Professor of Economics,
Clark Medalist 1985), Amy Finkelstein (Ford Professor of Economics, Clark
Medalist 2012), Daron Acemoglu (Elizabeth and James Killian Professor of
Economics, Clark Medalist 2005), Esther Duflo (Abdul Latif Jameel Profes-
sor of Poverty Alleviation and Development Economics, Clark Medalist 2010),
Franklin M. Fisher (Jane Berkowitz Carlton and Dennis William Carlton Profes-
sor of Microeconomics, Emeritus, Clark Medalist 1973).
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HE ECONOMICS FACULTY is equal-ly committed to graduate and undergraduateeducation. Senior professors teach introduc-tory microeconomics and macroeconom-ics courses. The Department’s success inattracting exceptional undergraduates andpreparing them for advanced study demon-strates the soundness of this philosophy andthe excellence of the program.
Many faculty have written undergraduate andgraduate textbooks that are used in col-leges and universities around the world. PaulSamuelson first developed his pioneeringeconomics text in an introductory econom-ics course for MIT undergraduates. RudigerDornbusch and Stanley Fischer’s intermediatemacroeconomics textbook, Macroeconomics,introduced modern macroeconomic analysisto undergraduates and has been translatedinto many languages. Olivier Blanchard’s text-book in macroeconomics brings state-of-the-art macroeconomic theory and applicationsto undergraduates while Jonathan Gruber’stextbook, Public Finance and Public Policy ,does the same in public finance. Daron
Acemoglu’s recent textbook, Introduction toModern Economic Growth, takes graduatestudents on a journey through the theory
of economic growth from its neoclassicalparadigms to the most recent models ofendogenous growth. Joshua Angrist’s MostlyHarmless Econometrics: An Empiricist’s
Companion has been widely praised forits integration of theory and practice andappears to be on its way to great success.
The undergraduate major in economics beginswith a two-semester introductory sequencethat explores theoretical and applied topicsin microeconomics and macroeconomics.
Additional training in microeconomics, mac-roeconomics, statistics, and econometrics
follows. Majors have a choice of additionalapplied and advanced courses drawn froma menu that includes public economics,industrial organization, government regula-tion, labor economics, monetary economics,economic theory, economic development,international economics, health econom-ics, the economics of education, and othercourses. The level of mathematics masteryamong undergraduates allows economicscourses to be taught at a high level.
Undergraduate Economics
Undergraduate ResearchUndergraduate students take advantage of numerous opportunities to hone
their research skills. One such opportunity is MIT’s Undergraduate Research
Opportunities Program (UROP), which fosters close ties between undergradu-
ates and faculty members. Students in the UROP program work closely with
faculty members and graduate students to bring the technical skills of modern
economics to bear on questions of economic importance. UROP supplements
coursework, and its projects allow undergraduates to participate in ongoing
research in the Department and to meet with faculty members outside of class.
They perform tasks such as gathering and analyzing economic data, writ-
ing computer programs, checking mathematical calculations, and gathering
research materials. For example, a number of UROPs work with the Jameel
Poverty Action Lab (J-PAL) in understanding questions in development eco-
nomics. In addition to UROP opportunities, undergraduates develop research
and writing skills through coursework that includes producing original papers.
Former undergraduate Chijoke Okeke used regression analysis to determine
ideal business practices for a local cupcake bakery for class 14.33, Economics
Research and Communication. In his paper, “The Effect of Weather and Other
Variables on the Sales of a Store,” Okeke used data sets from the bakery’s
three locations and the National Climatic Data Center to calculate the ideal
number of cupcakes each location should produce on a given day, and how
this number is affected by factors such as holidays and weather conditions.
TThe Economics Department at MIT has a long tradition ofoutstanding training of undergraduates. The unique analyticalskills of the MIT undergraduate student body allow the faculty
to offer a rigorous and comprehensive program unlike that of
any other U.S. college or university.
ACADEMIC PROGRAMS Undergraduate Economics
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8 | Undergraduate Economics
Undergraduates
in Economics Research
MIT junior Yuqi Song, who is a Mathematics and Economics
major, worked with Professors Autor and Pathak and
graduate student Christopher Palmer on a project that
seeks to assess whether the elimination of Rent Control
regulations in Cambridge in 1995 changed the charac-
teristics and desirability of Cambridge neighborhoods, inpart by reducing the incidence of crime in formerly rent
control-intensive areas. Yuqi spent the summer of 2012
building a unique Geographic Information System (GIS)
database of all crimes occurring in Cambridge between
1991 and 2005, classified according to the category of
offense and the location where it occurred. This database
was built from two administrative databases provided by
the Cambridge Police Department (CPD): 1) electronic
crime records from CPD for years 1997 through 2005;
and 2) paper-based crime logs for the years 1991 through
1996. These paper records, often sparsely and crypti-
cally documented, were hand-coded and entered by MIT
UROP students over the course of the past two academic
years. Making these disparate data sources consistent
was a major challenge that Yuqi handled with incred-
ible speed and aplomb. Drawing on the expertise of
the Roche GIS Library, she then mastered ARC GIS and
geotagged all crimes—a task that drew on both coding
skills and a considerable amount of detective work with
Cambridge and Google maps to "site" vaguely docu-
mented crimes. Yuqi finally implemented a geospatial
algorithm to calculate the frequency of crime within pre-
specified radii of each residential parcel in Cambridge.
She will continue her work on the project this fall as the
project moves from data construction to data analysis.
Yuqi's training in Econometrics subject 14.32, which
she'll take this academic year, will help to provide the
statistical/regression-analysis tools that she'll be using in
the second phase of the project.
The faculty is committed to innovation in the unde
graduate curriculum. New courses are constantly
being developed to bring insights from recen
research into the undergraduate program. Recen
or planned innovations include courses on information technology and the labor market, economics
and psychology, regulatory economics, environ
mental economics, and empirical financial econom
ics. As part of an MIT-wide initiative on commun
cation skills, the department also offers a course
in which students carry out a series of increasingly
independent research projects and hone their writ
ing and presentation skills.
Undergraduate Economics Association (UEA) pro
vides an informal forum for students to meet and
explore various topics with faculty. Sponsored bythe faculty, the UEA is run by and for economics
majors to address such issues as career planning
and current topics in economic policy. Students
and faculty also enjoy the relaxed interaction tha
the UEA provides.
Undergraduate economics majors go on to gradu
ate work and to distinguished careers in academia
global businesses, government, finance, consulting
and law. Many become professional economists.
About 20 percent of MIT economics undergraduates enter a graduate program in economics o
finance. This is among the highest yield of PhD
candidates for an undergraduate economics pro
gram. Approximately half of the Department’s
graduates choose to gain experience in business
government, consulting, and non-profit organiza
tions before seeking out business and public policy
schools for post-graduate study. The number o
post-graduates choosing to study law is grow
ing. Growing use of formal economics in law has
strengthened this connection.
Whatever their destinations, undergraduate eco
nomics majors acquire essential skills for a wide
variety of jobs, an excellent foundation in econom
ics, and an opportunity to meet faculty and fellow
students in a challenging intellectual environment.
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HE DEPARTMENT’S HIGHLY regarded doctoral
program enrolls about twenty-four students each year.
Doctoral students take required courses in microeconom-
ic theory, macroeconomics, and econometrics. Students
are also expected to complete four fields in economics
(two major and two minor) and to pass general exami-
nations in their major fields. The field options include
public finance, urban economics, industrial organization,
international economics, monetary economics, labor eco-
nomics, economic development, econometrics, financial
economics, organizational economics, political economy,
and advanced economic theory.
Graduates of the PhD program teach in leading econom-
ics departments, business schools, and schools of public
policy. They work on congressional staffs and government
advisory councils, and with organizations such as the
World Bank, the International Monetary Fund, the National
Economic Council, the Council of Economic Advisers, the
Federal Reserve, and the Treasury Department. They are
also found among the most influential positions in the
market economy, ranging from corporate executives to
hedge fund managers to economic consultants.
Graduate Economics T
Graduate Economics
MARIA SIMONA JELESCU
graduated from MIT in 2002 with bach-
elor’s degrees in Economics and
Management Science. She was hired
at Goldman Sachs and moved rapidly
through the ranks, from Analyst in 2002 to
Vice President in Principal Strategies in
2007. In 2008 she took her current posi-
tion, Managing Director in Goldman Sachs
Investment Partners. In this role, Jelescu
is responsible for designing, analyzing,
and implementing investment strategies
in global equity and debt markets for
an opportunistic multi-disciplinary invest-
ment fund. In addition to her impressive
career trajectory, Jelescu has continued
to contribute to the MIT community as
co-president of her alumni class and as
the co-chair of her class’s tenth reunion.
She previously served as Social Chair of
the MIT Alumni Club of New York.
ECONOMICS STUDENTS:
Where are they now?
Graduate Economics
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MARIO DRAGHI became President of the Euro
pean Central Bank in November 2011. He earned
his PhD from the MIT Department of Economics
in 1977 under the supervision of Nobel Laureates
Franco Modigliani and Robert Solow. Draghi began
his career at the University of Florence. While there
he became an executive director of the World Bank
In 1991, he left academia to become the directo
general of the Italian Treasury, an office he held unti
2001. During his time at the Treasury, he chaired the
committee that revised Italian corporate and finan
cial legislation and drafted the law that governs
Italian financial markets. He is also a former board
member of several banks and corporations.
In addition, Draghi is on the Board of Trustees of
the Princeton Institute for Advanced Study and
the Brookings Institution, has been an IOP Fellow
at the Kennedy School of Government at Harvard
University, and has authored and edited several pub
lications on macroeconomic and financial issues.
ECONOMICS STUDENTS:
Where are they now?
The purpose of the World Economy Laboratory
(WEL), founded by the Economics Department in
1992 and directed by Ricardo Caballero and Sloan
faculty member Roberto Rigobon, is to strengthen
the links between the department and policy mak-
ers, central banks, and business economists.
The WEL is organized around the Central Banks—
MIT Research Network, which was started in
2006 and aims to develop relationships between
MIT and central banks. It is organized around
occasional meetings in Cambridge and visits by
central bank researchers to the MIT Economics
Department. The working group environment
of the meetings is aimed at discussing policy
issues at a relatively technical level. The meet-
ings are attended by the heads of research
of many central banks, as well as faculty and
students working on international finance and
macroeconomics policy issues.
WEL is financed by membership contributions.
The funds are used to organize the meetings
and to support policy-oriented research by
junior faculty and students.
Further information about WEL may be found at
http://economics.mit.edu/centers/wel/index.htm.
The World EconomyLaboratory
10 | Graduate Economics
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Graduate Economics | 1
Graduate students work in intense col-
laboration with faculty to learn the craft
of research. This occurs both in theo-
retical projects and in empirical fields,
where learning-by-doing transfers
information about data sets, research
strategy and econometric tools. For
example, Alexander Wolitzky worked
with Daron Acemoglu on a theoretical
paper aiming to improve understand-
ing of slavery and other coercive laborpractices. They viewed coercive labor
practices through the lens of the
principal-agent framework and argued
that important features to add to the
classical model are that workers have
no wealth, and employers have the
opportunity to invest in punishment
technologies which impose hardships
on workers who leave the relationship.
Thinking about when employers have
more and less incentive to invest in
technologies, they derived a number ofinsights about where labor coercion will
be more and less severe. They embed-
ded their model in a general equilibrium
framework to gain insights into ques-
tions like how the rise and fall of feudal
institutions may have been related to
population changes and urbanization.
Graduate study at MIT consists of
more than just satisfying the course
requirements. Regularly scheduled
department workshops, also known as
seminars, offer a forum for students to
learn about the latest research in their
fields from invited speakers.
In contrast to the more formal nature
of seminars, a key component of the
dissertation advising system at MIT isa set of informal weekly field lunches at
which students who have passed their
general exams try out new research
ideas. The presentations can range
from very early stage research, hardly
more than a literature review and a few
ideas for future work, to nearly-com-
plete dissertation projects. The informal-
ity of these meetings makes it possible
for students to explore research topics
in a setting where no one is expected
to present finished work. Faculty mem-bers view attending field lunches as a
central departmental responsibility.
Many past graduates of MIT’s PhD
program report that field lunches were
invaluable in providing them with a
sounding board for new research topics
Since most thesis writers volunteer to
present a talk each semester, the field
lunches also have the important benefit
of setting near-term, but manageable,
deadlines for dissertation progress.
All students who have passed theirgeneral examinations are required to
attend at least one field lunch each
week and to make a presentation in
at least one lunch during the course
of the year. Many students present
their research in multiple lunches and
thereby obtain a range of different
faculty and student input. First and
second year students who are carrying
out research are also welcome to par-
ticipate in these workshops. Third year
students are required to complete andpresent a third-year paper.
Workshops & SeminarsGraduate Research
Left Photo: Jon Gruber meets with advisee and coauthor Jason Abaluck (PhD 2011)
Right Photo: Sahar Parsa (PhD 2011) presents research at a graduate field lunch
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Undergraduates
in Economics Research
Gregory Lau, who majored in Economics
and Physics and graduated in 2012, worked
with Dave Donaldson, the Gary Loveman
Career Development Assistant Professor of
Economics, on a project that aims to derive
non-parametric bounds on the gains from
international trade. The basic idea stems
from Paul Samuelson’s 1938 concept of
revealed preference. Assuming that consum-
ers are making optimal choices, the choices
that consumers make at different sets of rela-
tive prices reveal essential information about
their preferences over these choices. These
bounds can then be used to study how much
lower consumer welfare would be in a world
in which international trade was infeasible
for a country's producers and consumers.
As a UROP student, Greg Lau worked on
two aspects of this project. First, he worked
to streamline Matlab computer code that
extracts from a set of observed consumer
choices the tightest possible bounds on
their preferences revealed by these choices.
Additionally, he collected rich data on inter-
national trade and production that were
needed to implement this analytic procedure
using live data. Professor Donaldson reports
that Greg was instrumental in assisting him
to overcome key conceptual and practical
obstacles in implementing this ambitious
research project. Greg is currently enrolled in
the Master of Finance program at MIT Sloan
School of Management.
JONATHAN LEVIN graduated from MIT in
1999 with a Ph.D. in Economics. He joined the
Stanford faculty in 2000 and is currently the
Holbrook Working Professor and Chair of the
Economics Department. He is also Professor by
Courtesy in the Graduate School of Business
and Senior Fellow at the Stanford Institute for
Economic Policy Research.
His research is in the field of industrial organiza-
tion, particularly the economics of contracting,
organizations, and market design. His current
research includes projects on internet markets,
auction design, and health insurance.
Jon is a Fellow of the Econometric Society
and has been a Sloan Research Fellow, an
NSF Career Award recipient, and winner of
department and school-wide teaching awards.
In 2011, he received the American Economic
Association’s John Bates Clark Medal as the
economist under the age of forty who has made
the most significant contribution to economic
thought and knowledge.
ECONOMICS STUDENTS:
Where are they now?
12 | Economic Theory
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Many members of the MIT Economics
Department faculty teach courses in eco-
nomic theory, either as part of the core cur-
riculum for graduate students, as graduate
electives, or at the undergraduate level. This
group of faculty includes Abhijit Banerjee,
Glenn Ellison, Robert Gibbons, Bengt
Holmström, Mihai Manea, Parag Pathak,
Drazen Prelec, Juuso Toikka, Robert Townsend, and Muhamet Yildiz. Other MIT
theorists include Daron Acemoglu, George-
Marios Angeletos, Ricardo Caballero,
Arnaud Costinot, Stephen Ross, and Iván
Werning. In addition, many Sloan School
of Management faculty members, includ-
ing Alessandro Bonatti, Michael Grubb,
Gustavo Manso, Robert Pindyck, and
Jiang Wang, also have significant interests
in economic theory.
MIT faculty members are currently carrying
out theoretical research that bears on both
microeconomics and macroeconomics.
The range of current theoretical research
projects is extraordinary. Abhijit Banerjee
has worked on social learning and evolu-
tionary game theory. His seminal research
on “herd behavior” has proved very influen-
Economic Theory | 1
tial in areas ranging from price competition
among firms to the behavior of prices in
financial markets. Glenn Ellison is known
for his work on learning in games and also
works in theoretical industrial organization
Robert Gibbons focuses on the econom
ics of organizations. He has most recently
worked on relational contracts and trust as
determinants of firm boundaries and firmorganization. Bengt Holmström is a con
tract theorist. His seminal work on caree
concerns and the difficulties of providing
incentives to teams and in complex env
ronments has played a fundamental role
in shaping the modern theory of the firm
Mihai Manea is a game theorist who has
worked on bargaining and matching mod
els. Parag Pathak studies the economics
of matching in a wide variety of contexts
most notably medical markets and public
school choice. Drazen Prelec is actively
involved in research and teaching on psy
chology and economics. Juuso Toikka has
worked on repeated games and dynamic
mechanism design. Robert Townsend has
made fundamental contributions to con
tract theory and currently works in both
mechanism design and general equilibrium
EconomicTheory
LL ECONOMIC RESEARCH,
whether abstract or applied, and all
economic policy advice is rooted in
economic theory. Substantial advanc-
es in economic science are usually
based on new ways of thinking about
and modeling economic phenomena.
MIT’s commitment to economic theory
is strong and is facilitated by a close
collaboration between faculty mem-
bers and students developing new
theoretical insights, those performing
empirical research, and those who are
interested in framing public policy.
Most of the MIT faculty members who
work in economic theory also have
serious research and teaching inter-
ests in one or more applied fields.
A
The United States needs additional gov-
ernment spending to create significant
economic growth, and in so doing would
face little risk of serious inflation, said
Lawrence H. Summers ’75, the econo-
mist and former Obama administration
adviser. The November 2011 Under-
graduate Economics Association event
drew an overflow crowd in Wong Audi-
torium, and featured an interview format
in which Summers answered questions
from James Poterba, MIT’s Mitsui Pro-
fessor of Economics, who has collabo-
rated with Summers on research.
Summers discussed the economic cri-
sis in Europe (comparing it to a fiscal-
policy version of the United States’ war
in Vietnam, in which stopgap measures
by Europe’s leaders have produced a
quagmire), budget cuts proposed by
lawmakers in Washington (recommend-
ing, “government should be embarked
on a multiyear, substantial investment
program in infrastructure”), and weigh-
Summers: To end slump, United States must spend
ing in on economists’ performance in
light of the largely unanticipated eco-
nomic crisis (arguing that the profession
has made world leaders better informed
in recent decades, although the dynamic
stochastic general equilibrium models
used by many economists have been of
little value in these complex times.)
Summers is currently the Charles W
Eliot University Professor at Harvard
where he served as university presiden
from 2001 through 2006. In his mos
recent stint in Washington, Summers
served as the director of the Nationa
Economic Council for the first two years
of Barack Obama’s presidency.
L to R: Mengjie Ding (SB ’12), Lawrence H. Summers, Christian Perez (SB ’12), Shelly Jin (SB ’13), and Jing Li (SB ’11
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14 | Economic Theory
modeling. Muhamet Yildiz is an expert on games
of incomplete information and has written on
delays and breakdowns in bargaining.
The MIT Economics Department is fortunate
to have ongoing visiting faculty arrangements
with other world-class economic theorists. Fo
example, Jean Tirole, an internationally acclaimed
scholar who has worked in game theory, industria
organization, regulation, and many other fields
typically lectures in MIT’s industrial organization
courses. Tirole is also a frequent summer visitor
He offers mini-courses on specialized topics in
economic theory that are very popular with gradu
ate students in all stages of the PhD program.
Economic theory is part of the basic undergraduate
microeconomics sequence at MIT. Because MIT
undergraduates have a good command of math
ematical methods, and because economic theory
relies on formalism and mathematical analysis, MIT’s
undergraduate economic theory offerings are prob
ably more rigorous than those at any other college
or university. MIT’s introductory course “Principles o
Economics” is typically taught at the level of inter
mediate microeconomic and macroeconomic theory
courses at other departments. This enables undergraduates to enroll in follow-up courses in advanced
microeconomic and macroeconomic theory. Anothe
popular undergraduate course explores applications
of game theory in a wide range of economic settings
including business competition and individual dec
sion-making. Yet another popular course focuses
on the development and implications of models o
behavioral economics and the ways in which psy
chological insights can inform economic modeling
Many former MIT undergraduates who have gone
on to graduate studies in economics report that thei
undergraduate theory courses provided a very firm
foundation for their graduate work.
Graduate students are required to pass four half
semester core courses in microeconomic theory
The first of these courses emphasizes price theory
the theory of consumers and producers, and gen
eral equilibrium analysis. The second course focus
es on game theory and provides the key equilibrium
notions that are needed to analyze interactions
between firms in an industry and between agents
in many economic environments. The third course
goes further into game theory and examines the
Robert GIBBONSGlenn ELLISONMarkets and Networks
The law of one price states that all identical goods should
sell at the same price. This principle applies to large mar-
kets in which every buyer can trade with every seller at
no transaction cost. However, in many markets trading
opportunities are local. Depending on transportation costs,
social relationships, local information, and technological
compatibility, each buyer can trade only with some of the
sellers, and vice versa. Such market relationships can
be naturally modeled as networks, whereby only pairs of
connected agents may engage in exchange. In a paper
recently published in the American Economic Review ,
“Bargaining in Stationary Networks,” Mihai Manea stud-ies trading in network environments and investigates the
influence of the network structure on market outcomes.
How does an agent’s position in the network determine
his bargaining power and the local prices he faces? Who
trades with whom and on what terms? When are prices
uniform as suggested by the law of one price? The analy-
sis reveals that network asymmetries give rise to unequal
bargaining power among market participants and lead
to systematic departures from the law of one price.
Indeed, some groups of sellers face higher demand in
the network and exert more market power relative to oth-
ers. Such sellers may act as an oligopoly and use their
oligopoly power to capture a significant fraction of the
gains from trade. The structure of feasible agreements
is described by a decomposition of the network into a
series of oligopolies. Manea identifies the set of oligopo-
lies and the price distribution that emerge in equilibrium.
The most powerful oligopolies—the ones with the lowest
seller-to-buyer ratio—drive market outcomes.
FACULTY RESEARCH
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DAN GILBERT received his B.S. in Economics fromMIT in 1991. Gilbert started his career in management
consulting with McKinsey & Company and A.T. Kearney
He has held leadership positions at several leading
technology companies, including Webvan, Palm, Inc
and Cisco Systems, Inc.
In 2010, Gilbert joined Barnes & Noble as the
Executive Vice President of Operations and Custome
Service, to help drive the company’s expansion intothe digital reading space. Gilbert’s team at Barnes &
Noble is responsible for the end-to-end supply chain
for the company’s NOOK® Reader and Tablet prod
uct lines, including new product introduction, sourc
ing, manufacturing, and worldwide distribution. His
team also manages all customer service for Barnes
& Noble, supporting digital and physical transactions
made through devices, the web, and the company’s
network of 700 retail stores.
Dan Gilbert is an active member of the early-stage
investment group Band of Angels and a Limited
Partner in the Acorn Fund. He sits on the Executive
Advisory Board of SCM World, on the Board o
Directors of Belgian company DVD Post, and on the
MIT Corporation Visiting Committee for the Socia
Sciences. He is a conference speaker on the subjects
of business transformation and finding new ways for
operational organizations to drive top-line growth.
Economic Theory | 1
ECONOMICS STUDENTS:
Where are they now?
Bengt HOLMSTRÖM
Drazen PRELEC
Parag PATHAK
underpinnings of models of consumer behavior. Finally, the
fourth course focuses on information economics and contract
theory. It touches on questions of contract design, asymmetric
information, moral hazard, and the working of insurance mar-
kets. Together, these four courses provide a comprehensive
introduction to modern microeconomic theory.
Graduate students who plan to specialize in economic theory,
and who expect to write dissertations in this field, select a
minimum of two advanced courses on game theory, contract
theory, and behavioral economics. Other courses cover a variety
of more specialized topics such as auction theory, bargaining
theory, decision theory, and dynamic optimization. While not
all of these courses are required for students to take generalexams in economic theory, most students who study economic
theory as a major field enroll in virtually all of the advanced the-
ory courses. The set of faculty members teaching the advanced
theory courses varies from year to year, and the content of these
courses often varies with the instructors.
There is a close connection between some issues in economic
theory and the modern applied field of financial economics.
Much of the modern theory of asset pricing derives from
research in economic theory on choice under uncertainty and
the allocation of risk in security markets. A substantial body
of current research on corporate financial policy begins with
insights from contract theory, and from analysis of how firmsand households behave in economic environments charac-
terized by asymmetric information. These close ties between
theory and financial economics lead many students who plan to
write dissertations in finance to study economic theory as one
of their two primary fields of specialization.
Informal discussions take place at weekly theory lunches where
graduate students may discuss current topics or present pre-
liminary research ideas. These meetings provide support for
students writing their dissertations in economic theory. Current
research developments are presented at weekly MIT-Harvard
seminars. These seminars, which host outside speakers, pro-
vide excellent opportunities for graduate students to learn whatleading scholars are currently working on.
Mihai MANEA
Juuso TOIKKA Muhamet YILDIZ
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16 | Macroeconomics, International Economics, and Development Economics
ACROECONOMICS IS THE STUDY
of the forces that shape economic activity and
welfare at the aggregate level. Core topics
include economic growth, fluctuations, unem
ployment, financial crises, and fiscal and mon
etary policy. But macroeconomics is a diverse
field; its topics often overlap with areas such
as labor, public finance, and political economy
and its analytical tools often draw from game
theory and contract theory. International eco
nomics is the study of the international flows
of goods and capital and of the implications of
these flows for economic activity and policy at
the national level. In many cases, the centra
issues in international economics and develop
ment economics have roots in macroeconom
ics, so these fields are closely interconnected
Macroeconomics and
International Economics
The long tradition of active interest in curren
macroeconomic issues is exemplified by the work
of MIT’s Nobel Laureates Peter Diamond, Franco
Modigliani, Paul Samuelson, and Robert Solow
The current macroeconomics and internationa
group includes Daron Acemoglu, George-Marios
Angeletos, Olivier Blanchard, Ricardo Caballero
Arnaud Costinot, Alp Simsek and Iván Werning. In
addition to this core group, several other faculty
members teach and do research at the boundary
between macroeconomics and other subfields
such as labor economics, development, public
finance, and corporate finance. This includes David
Macroeconomics, International,
and Development Economics
Most economics research at MIT
focuses on tangible economic prob-
lems. Empirical research may identify
new empirical patterns, may test the-
oretical models of economic behavior,
or may seek to evaluate the effective-
ness of different policies. Theoretical
research may shed new light on the
behavior and the interaction of key
economic players, may establish new
conceptual frameworks for studying
markets and economic institutions,
or may lead to new statistical and
analytical tools. Business and gov-
ernment decision makers in the U.S.
and abroad frequently seek out MITfaculty for help in formulating and
evaluating business decisions and
economic policy initiatives.
George-Marios ANGELETOS
Olivier BLANCHARD
Ricardo CABALLERO
Arnaud COSTINOT
Daron ACEMOGLU
Iván WERNING Alp SIMSEK
M
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FACULTY RESEARCH
Macroeconomics, International Economics, and Development Economics | 1
Autor, Abhiji t Banerjee, Bengt Holmström, James
Poterba, Jean Tirole, and Robert Townsend.
Empirical research in macroeconomics draws,
not only form econometrics, but also from empiri-
cal work in labor economics and public finance.
Macroeconomic theory, on the other hand, draws
heavily on “microfoundations” in neoclassical
microeconomic theory, as well as in game theory
and contract theory. Students who plan to carryout research in macroeconomics and interna-
tional economics often find that course work in
economic theory is extremely helpful in identifying
research topics and in providing analytical tools
for potential dissertation research. Conversely,
students interested in theoretical work are often
motivated by the type of questions that are in the
center of macroeconomics.
The Department offers three undergraduate and six
graduate macroeconomics courses. The under-
graduate courses range from the introductory level
to advanced seminars in which students assessand participate in current research. The advanced
undergraduate macroeconomics course is com-
parable to the graduate macroeconomics offering
at many economics departments.
All PhD students must take four of the six gradu-
ate macroeconomics courses. The remaining two
are field courses that cover current research and
prepare students to write dissertations.
An undergraduate course in international eco-
nomics introduces students to the theory of
international trade and finance. Two graduate
courses cover traditional and modern theories
of international trade and finance, incorporating
both theory and empirical work.
The faculty in macroeconomics and international
economics maintain a very active research program.
Daron Acemoglu carries out both theoretical and
empirical research on diverse topics such as the
determinants of economic growth, the develop-
ment of political institutions, and the workings
of labor markets. George-Marios Angeletos’ cur-
rent research focuses on studying the formationof expectations and the potential of coordina-
tion failures within the context of business cycles
and financial crises. Olivier Blanchard, currently on
leave at the IMF, is studying financial crises and
global imbalances; his graduate text, Lectures in
Macroeconomics, co-authored with Stanley Fischer,
is a standard reference. Ricardo Caballero is explor-
ing a range of issues at the intersection of macro-
economics and finance; he has recently focused
Fiscal UnionsBy Emmanuel Farhi and Iván Werning
With the European crisis raging on, it is common-
place to hear about the need for a fiscal union to
back up a currency union. Indeed, in the United
States various provisions create automatic transfers
across regions undergoing different economic situ-ations, but similar arrangements are largely missing
across eurozone members. This raises a few ques-
tions. What exactly is the role of a fiscal union and
what economic principles should guide us in its
design? This paper provides a theory both for the
need of a fiscal union and its optimal design. The key
idea is that international transfers provide macro-
economic stabilizing benefits. These are particularly
valuable because monetary policy is restricted by
the common currency. From an individual perspec-
tive these macroeconomic benefits constitute an
externality—the benefit for the country as a wholeexceeds that of the individual. Because of this pri-
vate financial markets have no hope of providing the
proper level of international insurance. Fortunately,
from a country’s perspective, this externality can be
internalized. The paper shows that the optimal insur-
ance arrangements can be implemented as a fiscal
union specifying prearranged contingent transfers or
bailouts across governments.
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In the fight against global poverty, we
know surprisingly little about which
policies work best. The objective of
J-PAL is to reduce poverty by ensur-
ing that development policy is based
on scientific evidence. J-PAL aims to
set a new standard of rigorous evalu-ations to identify effective programs
across various sectors including agri-
culture, education, energy and envi-
ronment, finance, governance, health,
and labor markets.
An ongoing revolution in academic
economics and related disciplines is
changing the way development pro-
grams are evaluated. Researchers use
randomized trials like those used in
medicine to evaluate social policies.
This approach provides transparent
and scientifically sound answers to
policy questions and can credibly iden-
tify the impacts of programs in the field.
Improvements in evaluation research
The MIT Abdul Latif Jameel Poverty Action Lab
18 | Macroeconomics, International Economics, and Development Economics
on asset market crises and global capital
flows. Arnaud Costinot is a trade theorist
who is exploring the central determinants of
underlying trade patterns between nations.
Alp Simsek focuses on financial markets,
heterogenous beliefs, and other important
topics at the intersection of finance and
macroeconomics. Iván Werning works on
optimal policy in both macroeconomics
and public finance, touching on diverseissues such as capital controls for macro-
economic stabilization, fiscal unions, and
social policies such as unemployment
insurance. In addition to these Economics
faculty, Kristin Forbes, Simon Johnson,
and Roberto Rigobon of the Sloan School
of Management are actively involved in
research and thesis supervision in the area
of international economics.
Development
Economics
Underdevelopment is one of the most pro-
found problems in economics, and it may
be the problem with the greatest human
impact. At MIT the study of development
Abhijit BANERJEE Esther DUFLODave DONALDSON
economics began during Paul Rosenstein
Rodan’s tenure and continued through the
work of Richard Eckaus. Today, this active
group is one of the most impressive in the
world. Abhijit Banerjee is an applied theo
rist with a strong commitment to studying
problems in development economics. He
is currently working on issues involving
credit cooperatives, tenancy reforms, and
A young girl attending school in Morocco, where J-PAL is evaluating the impact of condit ional cash transfers on student attendance and learn ing
PHOTO: AUDE GUERRUCCI
tions to evaluate their poverty reduction
programs. Affiliated professors include
Michael Greenstone as well as Sloan
School faculty members Antoinette
Schoar and Tavneet Suri. J-PAL’s affil
ates have conducted over 340 random
ized evaluations in 51 countries to findthe most effective approaches to crit
cal development issues including how
to reduce the spread of AIDS, increase
student attendance, reduce industria
pollution, and decrease corruption in
government projects.
J-PAL actively disseminates the results
of evaluation research to policymak
ers from around the world and works
with them to scale up proven, effective
policies. J-PAL is also dedicated to
capacity building and has trained more
than eight hundred development pro
fessionals in rigorous impact evaluation
Further information about J-PAL may
be found at www.povertyactionlab.org
have the potential to dramatically
enhance the policies that are used to
alleviate poverty in many nations.
Led by Abhijit Banerjee, Benjamin Olken,
Esther Duflo, and Rachel Glennerster,
J-PAL works with governments, interna-
tional development agencies, non-gov-
ernmental organizations, and founda-
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Macroeconomics, International Economics, and Development Economics | 1
the structure of contracts. Dave Donaldson
focuses on empirical research at the intersec-
tion of international trade and development
economics. Esther Duflo is primarily interested
in empirical issues that arise in the study of
poverty alleviation, and she ranges widely
across various topics. She has recently com-
pleted major empirical studies of education
reform, farming practices, political structures,
public works projects, and financial policy.
Benjamin Olken is an expert on the challeng-
es that corruption and governance raise for
development policy. Robert Townsend is aneconomic theorist with substantial interests in
development policy and the role of entrepre-
neurs in economic growth.
Many of the core issues that confront devel-
oping economies have close parallels in
developed nations, and the set of MIT fac-
ulty who have studied economic policy in
developing nations includes many mem-
bers in addition to the group that teaches
development economics. Peter Diamond, for
example, has carried out research on Social
Security reform in Chile and other developingcountries. Jonathan Gruber has studied the
economic impacts of disability in Indonesia.
Joshua Angrist has studied education policy
in a number of developing nations.
The Department offers a two-semester course
for graduate students in development eco-
nomics, as well as two popular undergraduate
courses on economic development. The cours-
es offer students an opportunity to use tools
from both microeconomic and macroeconomic
theory to study a range of interesting policy
issues in developing nations. The Department
also hosts a joint seminar with Harvard that
attracts faculty interested in development eco-
nomics from both institutions.
Many alumni of the department work at inter-
national organizations, such as the World Bank
and the International Monetary Fund, where
they help to design and implement economic
policies for developing nations.
Robert TOWNSEND
How Large Are The Gains From
Economic Integration?
In the international trade literature answers to this question are typi
cally obtained by estimating models of how countries behave unde
alternative trading regimes. A core ingredient of these models—and
the core driver of potential gains from integration—is a set of inferio
technologies (or techniques) that a country would have no choice but
to use if trade were restricted, but which the country can choose not
to use when it is able to trade. Estimates of the gains from economic
integration, however defined, therefore hinge critically on a compar
son of ‘factual’ technologies that are currently being used to inferior
‘counterfactual’ technologies that are deliberately not being used
But if a technology is not being used, how can researchers hope
to know anything about its attributes, knowledge that is required
to inform estimates of the gains from trade? Standard approaches
invoke strong and untestable functional form assumptions that allow
an extrapolation from observed technologies to unobserved ones. In
“How Large are the Gains from Economic Integration? Theory and
Evidence from U.S. Agriculture, 1880-2002,” Arnaud Costinot and
Dave Donaldson instead propose the use of a novel source of agro
nomic data from the Food and Agriculture Organization that predicts
how productive a given parcel of land (anywhere on Earth) would be
were it to be used to grow any one of a set of crops. In short, thanks
to the scientific understanding of how crops grow under various
conditions, both factual and counterfactual technologies are knownin this particular context. Costinot and Donaldson show how this
data source, when combined with conventional data on output from
the US Census of Agriculture, can be used to estimate the rate at
which US counties have become increasingly integrated with one
another, as well as the gains from this integration, from 1880 to
2002. Their findings suggest that growth due to reductions in barr
ers to trade have been substantial—approximately 2 percent growth
annually—and slightly larger than the growth due to technologica
progress in the agricultural sector over the same period.
FACULTY RESEARCH
Benjamin OLKEN
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ECONOMICS STUDENTS:
Where are they now?
FIONA SCOTT MORTON received herPhD in Economics from MIT in 1994. She
was on the faculty at Stanford University and
at the University of Chicago, prior to joining
the Yale School of Management in 1999. An
expert in competitive strategy, Scott Morton’s
research focuses on empirical studies of com-
petition among firms in areas such as pricing,entry, and product differentiation. In 2011, she
was Deputy Assistant Attorney General for
Economic Analysis for the U.S. Department
of Justice. Scott Morton is the first woman to
hold this post. As the chief economist of the
DoJ Antitrust Division, she supervised more
than fifty Ph.D. economists in the Antitrust
Division’s Economic Analysis Group (EAG),
which is widely recognized as one of the most
experienced and sophisticated organizations
in the world in the application of economicsto competition policy. Her key responsibilities
included enforcing antitrust laws, reviewing
mergers that come before the department, and
exploring how antitrust regulations interact
with new legislation, particularly the landmark
Affordable Care Act of 2010.
Financial Systems in
Developing Economies:
Growth, Inequality and Policy
Evaluation in Thailand
BY ROBERT M. TOWNSEND
Unique in its approach and in the variety of
methods and data employed, this book is the
first of its kind to provide an in-depth evaluation
of the financial system of Thailand, a prototypical
Asian developing economy. Using a wealth of
primary source qualitative and quantitative data,
including more than fifteen years of detailed sur-
vey data painstakingly collected by the author, it
evaluates the impact of specific financial institu-
tions, markets for credit and insurance, and
government policies on growth, inequality, and
poverty at the macro, regional, and village level
in Thailand. Useful not only as a guide to the Thai
economy, Townsend’s analysis rigorously dem-
onstrates the impact that financial institutions
and policy variation can have on both aggregate
welfare and the distribution of gains and losses
at the macro- and micro-level. This book will be
an invaluable resource to academics and policy-
makers with an interest in development finance.
20 | Econometrics
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CONOMETRICS RESEARCH
and teaching at MIT blend the theory
and practice of economic data analy-
sis. Econometrics provides fundamen-
tal approaches to using data to under-
stand underlying structural and causal
relationships and finds application in a
wide range of topics in both microeco-
nomics and macroeconomics.
Victor Chernozhukov carries out wide
ranging research in econometric theory.
Topics include high dimensional models,
shape restrictions, set inference, endoge-
neity, and quantile estimation. He applies
these methods to novel and classical
economic problems, often in collabora-
tion with other MIT faculty or students.
Jerry Hausman has made fundamental
contributions to the econometric analysis
of microeconomic data, developing new
ways to estimate models of transporta-
tion, labor supply, research and devel-
opment investment, educational returns,
and stock market prices. He is currently
investigating discrete choice models that
allow flexible correlation among alterna-
tives and measurement error, while car-rying out a range of applied studies in
industrial organization and public finance.
Anna Mikusheva has worked on the
problems of statistical inference when
time series are nearly non-stationary. Her
recent research focuses on geometry and
dynamics of weak identification. Whitney
Newey has extended instrumental vari-
ables to nonparametric models, devel-
oped inference methods for models with
many moment restrictions and proposed
methods for non separable econometric
models. His recent interests include dis-crete panel data and welfare measure-
ment with heterogenous agents.
In addition to these core econometrics
faculty members, several other faculty
members in the Economics Department
and the Sloan School have important
interests in econometrics. Joshua Angrist
studies methods for program evaluation
in applied economics. Andrew Lo of the
Sloan School studies the econometrics
of financial markets and is an author of a
leading text in this field. Thomas Stoker,
another member of the Sloan School
faculty, has also worked on a range of
problems in micro-econometrics.
The graduate econometrics course
sequence gives students the best tools
available for solving difficult problems.
The courses cover standard topics such
as linear regression, while also introduc-
ing students to the latest techniques for
empirical research. Course material is
updated regularly to reflect advances inthe field. There is a weekly MIT-Harvard
econometrics seminar.
Econometrics
Whitney NEWEY
Jerry HAUSMAN
Victor CHERNOZHUKOV
E
Anna MIKUSHEVA
Econometrics | 2
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22 | Econometrics
Economics Computingat MIT
The Department supplements MIT’s computing resources
with its own cutting-edge systems designed to support
learning and research. Our graduate computing labgrants students access to powerful Windows-based vir
tual machines, which run a full suite of econometric and
statistical software packages. The lab is open 24 hours a
day and is also remotely accessible, allowing students to
connect using their personal computers from anywhere in
the world. Additionally, we provide multiple Linux-based
research computing servers, including a 200+ proces
sor high-performance computing cluster. These systems
allow students to work with massive data sets and easily
manage long-running jobs. Our computing infrastructure
is backed by a robust and secure fiber-optic data storage
system which provides user-accessible backups of data
sets and documents.
Three full-time professionals, Carl Anderson, Andy Dorne
and Mark Leary, support our extensive IT operation
Graduate students may also look to user consultants fo
assistance and direction. These consultants, drawn from
the ranks of current economics PhD students, train new
users and help with data management and programming
The Department offers a student-taught programming
course designed to acquaint both graduate and under
graduate students with popular programming languages
Students often take this class in preparation for empiricaprojects and work as faculty research assistants. Othe
important computing resources for MIT economists
include MIT’s Geographic Information Systems Laboratory
housed at Rotch Library, and the virtual Harvard-MIT Data
Center. In 2012, the Economics Department launched an
agreement with the Census Bureau’s Research Data
Center (RDC), located at the nearby National Bureau of
Economic Research (NBER), allowing all of our students
and faculty to access confidential government microdata
sources for approved projects.
Undergraduate Majors in
Economics
Paul Kominers majored in Economics and
Political Science and graduated from MIT in
2012. He is currently a Research Director
at TurboVote, a startup nonprofit based in
Brooklyn, New York which is, according to its
web site, striving to make voting in US elec-
tions “as easy as renting a DVD from Netflix.”
Paul’s single most important commitment asan undergraduate was his involvement with the
MIT Educational Studies Program, a student run
organization whose members “volunteer out of
a love for teaching, organizing and service…” to
teach high school and middle school students
in the Boston area and beyond. Paul was recog-
nized for this teaching with a community service
award in his freshman year. He also served in
student government through the Undergraduate
Economics Association, the Baker Foundation,
and the house government of the Random Hall
dormitory. In his senior year, Paul sat on five
appointed MIT committees.
Research was a major component of Paul’s
undergraduate career. He held a mix of research
assistantships and UROPs in the Media Lab,
in the Economics Department with Professor
Gibbons, at the Berkman Center for Internet and
Society at Harvard University, and at Harvard
Business School with Professor Edelman. He
also interned at the Admissions Office and notes
that he “could probably still give an MIT infor-
mation session more or less by heart.”
Paul’s relationship with Professor Parag Pathak
was, by his report, the highlight of his MIT
Economics experience. In his sophomore year,
Paul fell in love with Pathak’s IntermediateMicroeconomic Theory class (14.04). He recon-
nected with Pathak in his senior year when he
asked him to advise his senior thesis. Though
the topic was in a field far outside of his primary
research area, Pathak enthusiastically agreed.
The result was a highly original and successful
study entitled, “The Impact of Autocracy on
Online Censorship.”
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Applied Microeconomics | 2
PPLIED MICROECONOMICS
is comprised of several specialized
areas of study: industrial organization
and regulation, labor economics, public
economics, political economy, health
economics, urban economics, eco-
nomic history, and financial economics.
IndustrialOrganization and
RegulationCourses in industrial organization andregulation examine the strategic behaviorof firms, the effect of government regula-tions, and more generally, the structure,behavior, and performance of productand service markets. MIT Economicsregularly offers undergraduate courses in
industrial organization, energy economics,and health economics. The main PhDfield sequence in industrial organization iscomprised of three semester-long cours-es that develop the theory and empiricalapproaches to oligopoly, antitrust, andregulation during the first two semesters,and focus in the third semester on hands-on experience with structural econometricmethods used in industrial organizationand applied microeconomic research.
The methods course is strongly recom-mended for students writing dissertationsin the field and has been very popular
among students in related fields as well.
Many faculty members carry out researchin industrial organization. Glenn Ellison’sresearch spans a broad range of theo-retical and empirical analyses across thefield of industrial organization. Recentwork includes analyses of the implicationsof consumer deviations from neoclas-sical optimizing behavior for firms andmarkets, the design and performance
of various internet-based markets, anddeterminants of firm location decisionsand agglomeration. Sara Fisher Ellisonis an applied econometrician with exper-tise on the pharmaceutical industry andonline businesses, and broad interests inhow political and market institutions influ-ence strategic decisions by firms. PanleJia Barwick and Paulo Somaini combinetheir interests in industrial organizationwith econometrics expertise to analyzefirm behavior through the lens of struc-tural econometric models, developingand applying cutting edge econometric
tools to problems of interest. Panle hasanalyzed product and entry decisions ina range of service industries, includingairlines, discount retailing, and realtors.Paulo’s recent work analyzes the effectof interdependent costs on competitionin highway procurement auctions. NancyRose is an expert in the economics ofregulation who has studied the effects ofregulation and its reform on performancein a range of energy and transportationmarkets, as well as the interactions ofregulation with labor market outcomes.Her research on unregulated markets
has focused on pricing, product qual-
Nancy ROSEPanle Jia BARWICK Paulo SOMAINI
A
Applied
Microeconomics
Sara Fisher ELLISON
ity, and financial constraints in the airlineindustry. Emeritus Professor and DeanRichard Schmalensee has done seminawork in both the theory and empirics oindustrial organization. His most recenprojects have focused on energy andenvironmental policy, and the operationof two-sided markets, particularly credicard markets. Department faculty and
students also interact with a number oSloan School of Management facultywhose primary research interests are inindustrial organization.
Labor EconomicsLabor economics is concerned with themany economic forces that determinewages and employment. Labor economics also covers subfields such as theeconomics of education and the economics of the family. Our undergradu
ate labor course offers an overview otraditional labor topics, including supply and demand in the labor markethuman capital, and the wage structureGraduate students may take a twosemester course on modern empiricaand theoretical labor economics, as welas more advanced courses on labor topics and econometric methods of speciainterest to labor economists.
A distinguished group of faculty membersspecializes in labor economics. Daron
Acemoglu has contributed to core theoret