Alvin E. Roth
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Alvin Eliot Roth (born December 18, 1951) is an American academic. He is the Craig and Susan McCaw professor of economics at
Stanford University Stanford University, officially Leland Stanford Junior University, is a private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. Stanford is conside ...
and the Gund professor of economics and business administration emeritus at
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of highe ...
.Al Roth's Game Theory, Experimental Economics, and Market Design Page
(accessed 2013-27-04).
He was President of the American Economics Association in 2017. Roth has made significant contributions to the fields of
game theory Game theory is the study of mathematical models of strategic interactions among rational agents. Myerson, Roger B. (1991). ''Game Theory: Analysis of Conflict,'' Harvard University Press, p.&nbs1 Chapter-preview links, ppvii–xi It has appli ...
,
market design Market design is a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. In some markets, prices may be used to induce the desired outcomes — these markets are the study of auction the ...
and
experimental economics Experimental economics is the application of experimental methods to study economic questions. Data collected in experiments are used to estimate effect size, test the validity of economic theories, and illuminate market mechanisms. Economic expe ...
, and is known for his emphasis on applying economic theory to solutions for "real-world" problems. In 2012, he won the
Nobel Memorial Prize in Economic Sciences The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
jointly with
Lloyd Shapley Lloyd Stowell Shapley (; June 2, 1923 – March 12, 2016) was an American mathematician and Nobel Prize-winning economist. He contributed to the fields of mathematical economics and especially game theory. Shapley is generally considered one of ...
"for the theory of stable allocations and the practice of market design".


Biography

Alvin Roth was born in the
New York City New York, often called New York City or NYC, is the List of United States cities by population, most populous city in the United States. With a 2020 population of 8,804,190 distributed over , New York City is also the L ...
borough of
Queens Queens is a borough of New York City, coextensive with Queens County, in the U.S. state of New York. Located on Long Island, it is the largest New York City borough by area. It is bordered by the borough of Brooklyn at the western tip of Long ...
to Ernest and Lillian Roth, who were both
public high school State schools (in England, Wales, Australia and New Zealand) or public schools ( Scottish English and North American English) are generally primary or secondary schools that educate all students without charge. They are funded in whole or in ...
teacher A teacher, also called a schoolteacher or formally an educator, is a person who helps students to acquire knowledge, competence, or virtue, via the practice of teaching. ''Informally'' the role of teacher may be taken on by anyone (e.g. whe ...
s. Roth followed his brother Ted Roth in attending the Science Honors Program at
Columbia University Columbia University (also known as Columbia, and officially as Columbia University in the City of New York) is a private research university in New York City. Established in 1754 as King's College on the grounds of Trinity Church in Manhatt ...
, which offered classes to junior high school and high school students on Saturdays and entered Columbia's engineering school in the Fall of 1968 when he was 16, without having graduated from high school. Roth graduated from
Columbia University Columbia University (also known as Columbia, and officially as Columbia University in the City of New York) is a private research university in New York City. Established in 1754 as King's College on the grounds of Trinity Church in Manhatt ...
's School of Engineering and Applied Science in 1971 with a bachelor's degree in
Operations Research Operations research ( en-GB, operational research) (U.S. Air Force Specialty Code: Operations Analysis), often shortened to the initialism OR, is a discipline that deals with the development and application of analytical methods to improve decis ...
. He then moved to
Stanford University Stanford University, officially Leland Stanford Junior University, is a private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. Stanford is conside ...
, receiving both his Master's and PhD also in Operations Research there in 1973 and 1974 respectively.Niklas Magnusson and Josiane Kremer
Roth, Shapley Win Nobel Economics Prize for Matching Theory"
Bloomberg.com Bloomberg News (originally Bloomberg Business News) is an international news agency headquartered in New York City and a division of Bloomberg L.P. Content produced by Bloomberg News is disseminated through Bloomberg Terminals, Bloomberg Televi ...
, October 15, 2012.
After leaving Stanford, Roth went on to teach at the
University of Illinois at Urbana–Champaign The University of Illinois Urbana-Champaign (U of I, Illinois, University of Illinois, or UIUC) is a public land-grant research university in Illinois in the twin cities of Champaign and Urbana. It is the flagship institution of the Un ...
, which he left in 1982 to become the Andrew W. Mellon professor of economics at the
University of Pittsburgh The University of Pittsburgh (Pitt) is a public state-related research university in Pittsburgh, Pennsylvania. The university is composed of 17 undergraduate and graduate schools and colleges at its urban Pittsburgh campus, home to the univers ...
. While at Pittsburgh, he also served as a fellow in the university's Center for Philosophy of Science and as a professor in the Katz Graduate School of Business. In 1998, Roth left to join the faculty at HarvardAlvin E. Roth Biography
Faculty and Research. Accessed on June 6, 2008
where he remained until deciding to return to Stanford in 2012. In 2013 he became a full member of the Stanford faculty and took
emeritus ''Emeritus'' (; female: ''emerita'') is an adjective used to designate a retired chair, professor, pastor, bishop, pope, director, president, prime minister, rabbi, emperor, or other person who has been "permitted to retain as an honorary title ...
status at Harvard. Roth is an Alfred P. Sloan fellow, a
Guggenheim fellow Guggenheim Fellowships are grants that have been awarded annually since by the John Simon Guggenheim Memorial Foundation to those "who have demonstrated exceptional capacity for productive scholarship or exceptional creative ability in the ar ...
, and a fellow of the
American Academy of Arts and Sciences The American Academy of Arts and Sciences (abbreviation: AAA&S) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, a ...
. He is also a member of the
National Bureau of Economic Research The National Bureau of Economic Research (NBER) is an American private nonprofit research organization "committed to undertaking and disseminating unbiased economic research among public policymakers, business professionals, and the academic c ...
(NBER) and the
Econometric Society The Econometric Society is an international society of academic economists interested in applying statistical tools to their field. It is an independent organization with no connections to societies of professional mathematicians or statisticians. ...
. In 2013, Roth, Shapley, and David Gale won a
Golden Goose Award The Golden Goose Award is a United States award in recognition of scientists whose federally funded basic research has led to innovations or inventions with significant impact on humanity or society. Created by Congressman Jim Cooper of Tennessee ...
for their work on market design. A collection of Roth's papers is housed at the Rubenstein Library at
Duke University Duke University is a private research university in Durham, North Carolina. Founded by Methodists and Quakers in the present-day city of Trinity in 1838, the school moved to Durham in 1892. In 1924, tobacco and electric power industrialist Jam ...
.


Academic Work

In October 2012, Roth was the co-recipient of the 2012
Nobel Memorial Prize in Economic Sciences The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
, together with
Lloyd S. Shapley Lloyd Stowell Shapley (; June 2, 1923 – March 12, 2016) was an American mathematician and Nobel Prize-winning economist. He contributed to the fields of mathematical economics and especially game theory. Shapley is generally considered one of ...
, The
Royal Swedish Academy of Sciences The Royal Swedish Academy of Sciences ( sv, Kungliga Vetenskapsakademien) is one of the royal academies of Sweden. Founded on 2 June 1739, it is an independent, non-governmental scientific organization that takes special responsibility for prom ...
stated that it awarded the Nobel Memorial Prize jointly to Roth and Shapley "for the theory of stable allocations and the practice of market design." The citation went on to say:  


Market Design

Roth made several fundamental contributions to
market design Market design is a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. In some markets, prices may be used to induce the desired outcomes — these markets are the study of auction the ...
from the 1990s through the current day on topics including
kidney exchange Kidney paired donation (KPD), or paired exchange, is an approach to living donor kidney transplantation where patients with incompatible donors swap kidneys to receive a compatible kidney. KPD is used in situations where a potential donor is incompa ...
, school choice, medical residency match, entry-level job market for
economist An economist is a professional and practitioner in the social sciences, social science discipline of economics. The individual may also study, develop, and apply theories and concepts from economics and write about economic policy. Within this ...
s and other markets. Describing the dynamism of market design, Roth suggests that "As the conditions of the market change, the behavior of people change and that causes old rules to be discarded and new rules to be created." Roth is also an active
blog A blog (a Clipping (morphology), truncation of "weblog") is a discussion or informational website published on the World Wide Web consisting of discrete, often informal diary-style text entries (posts). Posts are typically displayed in Reverse ...
ger on topics related to
market design Market design is a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. In some markets, prices may be used to induce the desired outcomes — these markets are the study of auction the ...
: he manages the Market Design Blog.


Kidney exchange

Roth did foundational theoretical work on
kidney exchange Kidney paired donation (KPD), or paired exchange, is an approach to living donor kidney transplantation where patients with incompatible donors swap kidneys to receive a compatible kidney. KPD is used in situations where a potential donor is incompa ...
along with Tayfun Sonmez and Utku Unver,  and later on with Itai Ashlagi and other co-authors. Roth, along with Tayfun Sonmez and Utku Unver, were one of the first to note the similarity between kidney exchange and one-sided matching described by
Lloyd Shapley Lloyd Stowell Shapley (; June 2, 1923 – March 12, 2016) was an American mathematician and Nobel Prize-winning economist. He contributed to the fields of mathematical economics and especially game theory. Shapley is generally considered one of ...
and
Herbert Scarf Herbert Eli "Herb" Scarf (July 25, 1930 – November 15, 2015) was an American mathematical economist and Sterling Professor of Economics at Yale University. Education and career Scarf was born in Philadelphia, the son of Jewish emigrants from ...
. They adapted the
David Gale David (; , "beloved one") (traditional spelling), , ''Dāwūd''; grc-koi, Δαυΐδ, Dauíd; la, Davidus, David; gez , ዳዊት, ''Dawit''; xcl, Դաւիթ, ''Dawitʿ''; cu, Давíдъ, ''Davidŭ''; possibly meaning "beloved one". w ...
's top-trading-cycle algorithm to allow the one-sided matching with waiting-list options, and proposed efficient and
incentive-compatible A mechanism is called incentive-compatible (IC) if every participant can achieve the best outcome to themselves just by acting according to their true preferences. There are several different degrees of incentive-compatibility: * The stronger ...
chain selection rules. The same team subsequently showed that efficient outcomes with good incentive properties can be found in computationally efficient ways when only pairwise kidney exchanges are considered.  


New England Program for Kidney Exchange

Roth is a co-founder of the New England Program for Kidney Exchange, a registry and matching program that
pairs Concentration, also known as Memory, Shinkei-suijaku (Japanese meaning "nervous breakdown"), Matching Pairs, Match Match, Match Up, Pelmanism, Pexeso or simply Pairs, is a card game in which all of the cards are laid face down on a surface and tw ...
compatible kidney donors and recipients. The program was designed to operate primarily through the use of two pairs of incompatible donors. Each donor was incompatible with her partner but could be compatible with another donor who was likewise incompatible with his partner. Francis Delmonico, a transplant surgeon at
Harvard Medical School Harvard Medical School (HMS) is the graduate medical school of Harvard University and is located in the Longwood Medical Area of Boston, Massachusetts. Founded in 1782, HMS is one of the oldest medical schools in the United States and is cons ...
, describes a typical situation, Because the National Organ Transplant Act forbids the creation of binding contracts for organ transplant, steps in the procedure had to be performed roughly simultaneously. Two pairs of patients means four operating rooms and four surgical teams acting in concert with each other. Hospitals and professionals in the transplant community felt that the practical burden of three pairwise exchanges would be too large. While the original theoretical work discovered that an "efficient frontier" would be reached with exchanges between three pairs of otherwise incompatible donors, it was determined that the goals of the program would not be sacrificed by limiting exchanges to pairs of incompatible donors. A 12-party (6 donors and 6 recipients) kidney exchange was performed in April 2008.


Global Kidney Exchange

Along with his long-time collaborator Dr Michael Rees, Roth introduced the idea of global kidney exchange. Global kidney exchange is kidney exchange conducted between patients from different countries. Such exchange is especially beneficial when the cost of hemodialysis in the developed world exceeds that of kidney transplantation by an amount greater than the combined cost of transplantation, subsequent immunosuppression, and medical follow-up for a donor–recipient pair from a developing world country. Roth, Rees and other co-authors proposed the implementation of global kidney exchange programs that leverage the cost savings achieved through earlier transplantation over dialysis for the developed-world kidney transplant candidates to fund the cost of kidney exchange between developed-world patient–donor pairs with immunological barriers and developing-world patient–donor pairs with financial barriers. The first such exchange was carried out in 2015.   Roth and coauthors have continued to contribute to ethical discussions and to practical operational designs that can facilitate global kidney chains. In 2021, a kidney exchange was conducted between
Israel Israel (; he, יִשְׂרָאֵל, ; ar, إِسْرَائِيل, ), officially the State of Israel ( he, מְדִינַת יִשְׂרָאֵל, label=none, translit=Medīnat Yīsrāʾēl; ), is a country in Western Asia. It is situated ...
and the UAE where Roth and his colleagues like Dr Michael Rees and Itai Ashlagi played key roles.


School choice

Roth helped redesign mechanisms for matching students to New York City high schools and Boston primary schools.


= New York City public school system

= Roth later helped design the market to match New York City public school students to high schools as incoming freshmen. Previously, the school district had students mail in a list of their five preferred schools in rank order, then mailed a photocopy of that list to each of the five schools. As a result, schools could tell whether or not students had listed them as their first choice. This meant that some students really had a choice of one school, rather than five. It also meant that students had an incentive to hide their true preferences. Roth and his colleagues Atila Abdulkadiroğlu and Parag Pathak proposed
David Gale David (; , "beloved one") (traditional spelling), , ''Dāwūd''; grc-koi, Δαυΐδ, Dauíd; la, Davidus, David; gez , ዳዊት, ''Dawit''; xcl, Դաւիթ, ''Dawitʿ''; cu, Давíдъ, ''Davidŭ''; possibly meaning "beloved one". w ...
and Lloyd Shapley's
incentive-compatible A mechanism is called incentive-compatible (IC) if every participant can achieve the best outcome to themselves just by acting according to their true preferences. There are several different degrees of incentive-compatibility: * The stronger ...
student-proposing deferred acceptance algorithm to the school board in 2003. The school board accepted the measure as the method of selection for New York City public school students.


= Boston's public school system

= Working with Atila Abdulkadiroğlu, Parag A. Pathak, and Tayfun Sonmez, Roth presented a similar measure to Boston's public school system in 2003. Here the Boston system gave so much preference to an applicant's first choice that were a student to not receive her first or second choice, it was likely that she would not be matched with any school on her list and be administratively assigned to schools which had vacancies. Some Boston parents had informally recognized this feature of the system and developed detailed lists in order to avoid having their children administratively assigned. Boston held public hearings on the school selection system and finally in 2005 settled on David Gale and Lloyd Shapley's
incentive-compatible A mechanism is called incentive-compatible (IC) if every participant can achieve the best outcome to themselves just by acting according to their true preferences. There are several different degrees of incentive-compatibility: * The stronger ...
student-proposing deferred acceptance algorithm.


National Medical Residency Match

Roth's 1984 paper on the
National Resident Matching Program The National Resident Matching Program (NRMP), also called The Match, is a United States-based private non-profit non-governmental organization created in 1952 to place U.S. medical school students into residency training programs located in U ...
(NRMP) highlighted the system designed by John Stalknaker and F. J. Mullen in 1952. The system was built on theoretical foundations independently introduced by
David Gale David (; , "beloved one") (traditional spelling), , ''Dāwūd''; grc-koi, Δαυΐδ, Dauíd; la, Davidus, David; gez , ዳዊት, ''Dawit''; xcl, Դաւիթ, ''Dawitʿ''; cu, Давíдъ, ''Davidŭ''; possibly meaning "beloved one". w ...
and
Lloyd Shapley Lloyd Stowell Shapley (; June 2, 1923 – March 12, 2016) was an American mathematician and Nobel Prize-winning economist. He contributed to the fields of mathematical economics and especially game theory. Shapley is generally considered one of ...
in 1962. Roth proved that the mechanism used in NRMP was both
stable A stable is a building in which livestock, especially horses, are kept. It most commonly means a building that is divided into separate stalls for individual animals and livestock. There are many different types of stables in use today; the ...
and strategy-proof for unmarried medical residents but deferred to future study the question of how to match married couples efficiently. In 1990s, Roth redesigned the matching program to, among other things, produce stable matches efficiently even with married couples. Along with Elliott Peranson, Roth proposed a variation of the applicant-proposing deferred-acceptance algorithm modified to accommodate couples by resolving potential instabilities caused by the presence of couples sequentially, following the instability-chaining algorithm proposed by Roth and John H. Vande Vate. The
NRMP The National Resident Matching Program (NRMP), also called The Match, is a United States-based private non-profit non-governmental organization created in 1952 to place U.S. medical school students into residency training programs located in U ...
adopted the new algorithm in 1997. The algorithm is still in use in NRMP as of 2021. Moreover, it has been adopted in entry-level labor markets for other organizations such as the Association of Psychology Postdoctoral and Internship Centers.


Organ Donation  

In a series of papers with Judd Kessler, Roth investigates economic and psychological forces that influence organ donation decisions. They investigate how changes in the management of organ waiting lists and donor registration programs might impact donations. A notable insight from this work suggest that organ allocation policy giving priority on waiting lists to those who previously registered as donors has a significant positive impact on registration. In another paper, Roth and Kessler found that giving potential donors more opportunities to donate organs while providing them with more information can increase registrations.  


Entry-level job market for economists

In 2005, the
American Economic Association The American Economic Association (AEA) is a learned society in the field of economics. It publishes several peer-reviewed journals acknowledged in business and academia. There are some 23,000 members. History and Constitution The AEA was esta ...
(AEA) asked Roth to chair a new Ad Hoc Committee on the job market for economists. The committee's goal was to assess whether the AEA could better promote a thick market for new Ph.D.s in economics, while reducing problems of congestion and coordination failure, factors previously identified as crucial for successful market design.   Around 1970, many departments of economics did not advertise assistant professor positions. Instead, jobs were filled by word of mouth and through letters of inquiry, and the market was relatively thin. Since 1974 the AEA helped make the market thicker by publishing Job Openings for Economists (JOE), initially as a hardcopy periodical and since 2002 exclusively online. The annual Allied Social Science Associations January meetings also became a central venue for conducting interviews. By the 2000s, the number of jobs and candidates had made fairly thick markets possible, and the market had to deal with the congestion caused by the many possibilities to be considered for both employers and applicants alike. The work of the Committee resulted in the introduction of two market design interventions: First, in early December prior to the January Allied Social Science Associations meeting, applicants have the option of sending no more than two signals of special interest to employers through th
AEA signaling service
The signals are meant to let candidates credibly express interest in employers, and to help employers identify candidates interested in their positions. Second, during the late stages of the interviewing and hiring processes, some employers may not have hired any of the candidates they interviewed, and candidates may find that all the prospective employers with whom they interviewed have hired someone else. To address this problem, in March, applicants still looking for jobs and employers with unfilled jobs may indicate their continued availability on th
AEA scramble website
  In a study of data from the initial four years of the signal and scramble mechanisms, Roth and coauthors found that sending a signal increased the probability of receiving an interview by 6.8 percentage points, on average. Moreover, they also found that at least 10 percent of the jobs listed in the scramble were filled through the contacts facilitated by the scramble.


Market Timing

Roth, along with Xiaolin Xing, wrote two important papers that extended our understanding of the timing of transactions. In one paper, they explored how strategic incentives can lead market participants to cause unraveling when the hiring side of a market makes offers further in advance of employment to pre-empt their competitors. In another, they studied the environment where transactions take time to evaluate and complete, causing markets to be congested.   In a series of papers with
Axel Ockenfels Axel Ockenfels (born 9 February 1969) is a German economist. He is professor of economics at the University of Cologne. He also is Director of the Cologne Laboratory of Economic Research, Speaker of the "University of Cologne Excellence Center for ...
, Roth studied auction bidding behavior on
eBay eBay Inc. ( ) is an American multinational e-commerce company based in San Jose, California, that facilitates consumer-to-consumer and business-to-consumer sales through its website. eBay was founded by Pierre Omidyar in 1995 and became ...
and found that a very high proportion of the bids were submitted in the very last minute or seconds of the auction. They highlighted how
eBay eBay Inc. ( ) is an American multinational e-commerce company based in San Jose, California, that facilitates consumer-to-consumer and business-to-consumer sales through its website. eBay was founded by Pierre Omidyar in 1995 and became ...
's design when the study was conducted, which included a fixed ending time, gave bidders incentives to delay placing their bids, and they showed how sniping can be prevented in auctions that end with a soft-close.  


Repugnance

In an article in the
Journal of Economic Perspectives The ''Journal of Economic Perspectives'' (JEP) is an economic An economy is an area of the production, distribution and trade, as well as consumption of goods and services. In general, it is defined as a social domain that emphasize the pra ...
titled "Repugnance as a Constraint on Markets" Roth "introduced in the economics literature the concept of 'repugnance' for a transaction as the aversion toward other individuals engaging in it, even if the parties directly involved benefit from that trade (i.e. "There are some things no one should be allowed to do"). Repugnance considerations have important consequences on the types of markets and transactions that we observe and, as such, they impose a challenge for policy and market design." Roth himself stated that: "We need to understand better and engage more with the phenomenon of 'repugnant transactions,' which, I will argue, often serves as an important constraint on markets and market design." Roth has published on the topic across top economics, medical, social science, philosophy, and ethics journals. A lot of Roth's focus in this area has been focused on the ethical implications of kidney exchange and compensation for organ donors and their families. Roth has also conducted a cross-jurisdiction study on relationships between repugnance and regulation of transactions.  


Experimental Economics

Roth is one of the early pioneers of experimental economics and has made several fundamental contributions to the field starting from the early 1970s. Roth's approach to experiments expanded the possibilities of economic experiments could be and ushered in an approach open to influence by other social sciences as well as game theory. Unlike earlier experimental work by Vernon Smith,
Charles Plott Charles Raymond Plott (born July 8, 1938) is an American economist. He currently is Edward S. Harkness Professor of Economics and Political Science at the California Institute of Technology, Director, Laboratory for Experimental Economics and Polit ...
, and others, Roth and his coauthors appealed to sociological and psychological concepts to explain how subjects deviated from rationally predicted outcomes right from the start. His early work "was rigorous in its specification of what economic models predicted and was rooted in formal economic theories, yet provided accurate and insightful descriptions of actual behavior based on psychology and sociology." The Scientific Background document for the 2012
Nobel Prize in Economics The Nobel Memorial Prize in Economic Sciences, officially the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel ( sv, Sveriges riksbanks pris i ekonomisk vetenskap till Alfred Nobels minne), is an economics award administered ...
states: Besides contributing to some laboratory game designs that has become standard (for example, along with his early collaborator the psychologist J. Keith Murnighan, Roth designed a repeated-game experiment in which there was a fixed probability that each period of play would be the last, providing researchers with a tool to study infinitely repeated games in the laboratory). Roth has also outlined methodological issues that both producers and consumers of experimental research must consider in interpreting experimental results and published the full datasets of his experiments while the field was still in its nascency, laying the groundwork for much of the metascience debates regarding experiments in economics. Roth also edited two volumes of the Handbook of Experimental Economics with John Kagel.


Bargaining

Along with some of his early collaborators in experimental economics, most notably Michael Malouf and J. Keith Murnighan, tested the predictions of
cooperative bargaining Cooperative bargaining is a process in which two people decide how to share a surplus that they can jointly generate. In many cases, the surplus created by the two players can be shared in many ways, forcing the players to negotiate which division o ...
theory in the laboratory. This work provided important empirical evidence to support the claim that cooperative bargaining models were useful to predict the qualitative effects of changes in risk aversion. Some of these experiments also highlighted the importance of focal-point effects and fairness concerns. Roth and Murnighan found that information asymmetry and communication structure are critical determinants of bargaining outcomes, and that while risk averse bargainers make concessions to revolve their aversion to risk, this is less harmful than what conventional economics predict in predictable contexts. Roth has also conducted a series of experiments to test the predictions of non-cooperative
bargaining In the social sciences, bargaining or haggling is a type of negotiation in which the buyer and seller of a good or service debate the price or nature of a transaction. If the bargaining produces agreement on terms, the transaction takes p ...
theory in collaboration with Jack Ochs.   Roth, along with Vesna Prasnikar, Masahiro Okuno-Fujiwara, and Shmuel Zamir, published an influential study to investigate bargaining across four different countries (Israel, Japan, USA, and the former Yugoslavia). This paper is one of the first experimental studies in economics to tackle cultural differences with data, and found no cultural differences in the markets, all of which converged to the predicted subgame perfect outcome. This influential paper has been selected one of the top 20 papers in experimental economics.  


Reinforcement Learning

A series of papers by Roth with Ido Erev demonstrates that the main deviations from rational choice in repeated choice tasks (including extensive form games, games with unique mixed strategy equilibrium, and decisions under uncertainty) can be predicted with surprisingly simple learning models.


Market Design Experiments

Along with coauthors like John Kagel, Muriel Niederle, and others, Roth had pioneered the use of experiments for practical market design. Roth and Kagel compared the algorithm used in clearinghouses in Edinburgh and Cardiff to assign entry-level doctors to positions with the stable deferred acceptance algorithm and provided empirical evidence that the latter did not suffer from unravelling – offering the first piece of experimental evidence that the stability of matching algorithm support a market plays a crucial role to the functioning of such market.   This line of research has been furthered with Roth's work with Muriel Niederle that helped shed light on how a matching market can collapse and its consequences, taking inspiration from the collapse of the gastroenterology fellowship in the United States. This and other work helped the American Gastroenterology Association reintroduce a deferred acceptance algorithm in 2006. Roth has also used experiments to evaluate the decision architecture and implications of matching markets including that of law clerk matching. As of 2021, Roth has recently begun to use laboratory experiments to study the regulation of transplant centers and organ procurement organizations with Alex Chan.    


Game Theory

Roth made several fundamental contributions to game theory on topics including
Shapley Value The Shapley value is a solution concept in cooperative game theory. It was named in honor of Lloyd Shapley, who introduced it in 1951 and won the Nobel Memorial Prize in Economic Sciences for it in 2012. To each cooperative game it assigns a uni ...
, axiomatic
bargaining In the social sciences, bargaining or haggling is a type of negotiation in which the buyer and seller of a good or service debate the price or nature of a transaction. If the bargaining produces agreement on terms, the transaction takes p ...
, and matching theory.  


Shapley Value

Roth introduced a utility perspective on the
Shapley value The Shapley value is a solution concept in cooperative game theory. It was named in honor of Lloyd Shapley, who introduced it in 1951 and won the Nobel Memorial Prize in Economic Sciences for it in 2012. To each cooperative game it assigns a uni ...
. Roth's key contribution is to show out that a value can be viewed to represent a valuation or utility of a player regarding a cooperative interactive decision situation in which the player participates. Under this interpretation, a cooperative game describes the potential values that can be generated by the various coalitions of which the player is a member. This player evaluates this situation using a utility function, and the Shapley value can be interpreted as such a utility function – the
Shapley value The Shapley value is a solution concept in cooperative game theory. It was named in honor of Lloyd Shapley, who introduced it in 1951 and won the Nobel Memorial Prize in Economic Sciences for it in 2012. To each cooperative game it assigns a uni ...
is the specific von Neumann–Morgenstern expected utility function that is neutral to ordinary as well as neutral to strategic risk.  


Axiomatic Bargaining

In 1978 Roth took a semester leave at the Economics Department at
Stanford Stanford University, officially Leland Stanford Junior University, is a Private university, private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. S ...
while being a faculty member at the
University of Illinois The University of Illinois Urbana-Champaign (U of I, Illinois, University of Illinois, or UIUC) is a public land-grant research university in Illinois in the twin cities of Champaign and Urbana. It is the flagship institution of the Uni ...
, where he taught a course whose lecture notes became a textbook on axiomatic models of bargaining. Some economists have studied the effects of
risk aversion In economics and finance, risk aversion is the tendency of people to prefer outcomes with low uncertainty to those outcomes with high uncertainty, even if the average outcome of the latter is equal to or higher in monetary value than the more ...
on the bargaining solution. Compare two similar bargaining problems A and B, where the feasible space and the utility of player 1 remain fixed, but the utility of player 2 is different: player 2 is more risk-averse in A than in B. Then, the payoff of player 2 in the Nash bargaining solution is smaller in A than in B.  However, this is true only if the outcome itself is certain; if the outcome is risky, then a risk-averse player may get a better deal as proved by Roth and Uriel Rothblum.


Matching Theory

Roth has made several fundamental contributions to the theory of matching.  Prominent examples include:   The core of housing market coincides with the unique competitive allocation: Roth and Postlewaite have shown that in markets with indivisible goods and private endowments ("housing markets") the core coincides with the unique competitive allocation. Their construction uses
David Gale David (; , "beloved one") (traditional spelling), , ''Dāwūd''; grc-koi, Δαυΐδ, Dauíd; la, Davidus, David; gez , ዳዊት, ''Dawit''; xcl, Դաւիթ, ''Dawitʿ''; cu, Давíдъ, ''Davidŭ''; possibly meaning "beloved one". w ...
's top-trading-cycle algorithm (TTC), which was also used by Shapley and Scarf to prove the existence of a competitive allocation.   The rural hospital theorem, that states that the same positions are filled in all stable matchings, and that the set of matched agents is identical in all stable matchings. This theorem refuted suggestions that changing the way the National Residency Match Program treats medical graduates and hospitals may change the number of doctors assigned to rural hospitals.   Strategy-proofness of deferred acceptance and top-trading-cycle. Roth has shown that student-proposing deferred acceptance is weakly (group) strategy-proof – truthful reporting to the student-proposing deferred acceptance mechanism is a weakly dominant strategy and furthermore it cannot strictly benefit any coalition of manipulators. The same paper also shows that no stable matching mechanism makes truthful reporting dominant for both sides of the market. He was also the first to show that top-trading-cycle is strategy-proof.   In addition to these (and many other) contributions, Roth has co-authored with Marilda Sotomayor a book on two-sided matching. This book organized the knowledge that was available at that time, and set the agenda for research in matching theory in the following decades.


Teaching

Roth has taught a variety of courses in Economics. In the early 2000s, together with
Paul Milgrom Paul Robert Milgrom (born April 20, 1948) is an American economist. He is the Shirley and Leonard Ely Professor of Humanities and Sciences at Stanford University, the Stanford University School of Humanities and Sciences, a position he has held ...
, Roth taught the first graduate course on
Market Design Market design is a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. In some markets, prices may be used to induce the desired outcomes — these markets are the study of auction the ...
, which brought together topics on auctions, matching, and other related areas. The market design course has served as a basis for many similar graduate courses across the US and around the world, and has helped jump-start the field of Market Design. Over his career, he had advised over four dozen doctoral students and about the same number of post-doctoral fellows. Many of his students have gone on to prolific research careers, and many has won major awards in the field including a
John Bates Clark Medal The John Bates Clark Medal is awarded by the American Economic Association to "that American economist under the age of forty who is adjudged to have made a significant contribution to economic thought and knowledge." The award is named after the ...
ist, a Nakahara Prize laureate, a
Gottfried Wilhelm Leibniz Prize The Gottfried Wilhelm Leibniz Prize (german: link=no, Förderpreis für deutsche Wissenschaftler im Gottfried Wilhelm Leibniz-Programm der Deutschen Forschungsgemeinschaft), in short Leibniz Prize, is awarded by the German Research Foundation to ...
winner and an Oskar-Morgenstern Medalist. Roth has received teaching awards from
University of Illinois The University of Illinois Urbana-Champaign (U of I, Illinois, University of Illinois, or UIUC) is a public land-grant research university in Illinois in the twin cities of Champaign and Urbana. It is the flagship institution of the Uni ...
,
University of Pittsburgh The University of Pittsburgh (Pitt) is a public state-related research university in Pittsburgh, Pennsylvania. The university is composed of 17 undergraduate and graduate schools and colleges at its urban Pittsburgh campus, home to the univers ...
, and
Harvard University Harvard University is a private Ivy League research university in Cambridge, Massachusetts. Founded in 1636 as Harvard College and named for its first benefactor, the Puritan clergyman John Harvard, it is the oldest institution of highe ...
.  


Personal life

Roth is married to Dr Emilie Roth and has two sons. Emilie Roth is a psychologist specialized i
cognitive engineering
His elder son, Aaron Roth, is the Henry Salvatori Professor of Computer and Cognitive Science at the
University of Pennsylvania The University of Pennsylvania (also known as Penn or UPenn) is a Private university, private research university in Philadelphia. It is the fourth-oldest institution of higher education in the United States and is ranked among the highest- ...
. , his younger son, Ben Roth, is an assistant professor of Business Administration at
Harvard Business School Harvard Business School (HBS) is the graduate business school of Harvard University, a private research university in Boston, Massachusetts. It is consistently ranked among the top business schools in the world and offers a large full-time MBA ...
.


Books

Roth is the author of numerous scholarly articles, books, and other publications. A selection: * 1979
''Axiomatic Models of Bargaining, Lecture Notes in Economics and Mathematical Systems''
Springer Verlag. * 1985
''Game-Theoretic Models of Bargaining"
(editor) Cambridge University Press, 1985. * 1987. ''Laboratory Experimentation in Economics: Six Points of View''. (editor) Cambridge University Press. (Chinese translation, 2008) * 1988. ''The Shapley Value: Essays in Honor of Lloyd S. Shapley''. (editor) Cambridge University Press. * 1990. '' Two-Sided Matching: A Study in Game-Theoretic Modeling and Analysis''. With Marilda Sotomayor. Cambridge University Press. * 1995. ''Handbook of Experimental Economics''. Edited with J.H. Kagel. Princeton University Press. * 2001. ''Game Theory in the Tradition of Bob Wilson''. Edited with
Bengt Holmstrom Bengt may refer to: People In arts, entertainment and media Actors * Bengt Djurberg (1898–1941), Swedish actor and singer * Bengt Ekerot (1920–1971), Swedish actor and director * Bengt Eklund (1925–1998), Swedish actor * Bengt Logardt (1914 ...
and
Paul Milgrom Paul Robert Milgrom (born April 20, 1948) is an American economist. He is the Shirley and Leonard Ely Professor of Humanities and Sciences at Stanford University, the Stanford University School of Humanities and Sciences, a position he has held ...
. * 2015. ''Who Gets What and Why''. Eamon Dolan/Houghton Mifflin Harcourt.


Journal articles

Roth has published over 200 articles in peer reviewed journals.https://web.stanford.edu/~alroth/current_long_cv.pdf According to
Google Scholar Google Scholar is a freely accessible web search engine that indexes the full text or metadata of scholarly literature across an array of publishing formats and disciplines. Released in beta in November 2004, the Google Scholar index includes ...
, the most widely cited have been: * * * * * * * * * *


See also

*
Market design Market design is a practical methodology for creation of markets of certain properties, which is partially based on mechanism design. In some markets, prices may be used to induce the desired outcomes — these markets are the study of auction the ...
*
Experimental economics Experimental economics is the application of experimental methods to study economic questions. Data collected in experiments are used to estimate effect size, test the validity of economic theories, and illuminate market mechanisms. Economic expe ...
*
Repugnant market A repugnant market is an area of commerce that is considered by society to be outside of the range of market transactions and that bringing this area into the realm of a market would be inherently immoral or uncaring. For example, many people cons ...
*
Repugnancy costs Repugnancy costs are costs borne by an individual or entity as a result of a stimulus that goes against that individual or entity's cultural mores. The cost could be emotional, physical, mental or figurative. The stimulus could be anything from foo ...


References


External links


Alvin E. Roth
at Harvard Business School

at Al Roth's game theory, experimental economics, and market design page.
Video - Alvin E. Roth (2014) : Repugnant Markets and Prohibited Transactions
at the Lindau Nobel Laureate Meeting, August 20, 2014 * * {{DEFAULTSORT:Roth, Alvin E 1951 births Living people Nobel laureates in Economics American Nobel laureates 20th-century American Jews Game theorists Fellows of the Econometric Society University of Illinois faculty University of Pittsburgh faculty Harvard Business School faculty Stanford University Department of Economics faculty American operations researchers Columbia School of Engineering and Applied Science alumni Stanford University alumni 20th-century American writers 21st-century American non-fiction writers 20th-century American economists 21st-century American economists Presidents of the American Economic Association Fellows of the American Academy of Arts and Sciences Fellows of the American Association for the Advancement of Science Members of the United States National Academy of Sciences National Bureau of Economic Research Nancy L. Schwartz Memorial Lecture speakers 21st-century American Jews