Game theory, in the real world: MIT economist Parag Pathak engineers practical solutions to complicated education problems
...
In 2003, New York City schools chancellor Joel Klein, who wanted to revamp the
school-choice system, approached a Harvard University professor named Alvin Roth
about the problem. Roth had studied the method for matching medical students to
their residencies; New York officials hoped something similar would work for
their school system.
In turn, Roth asked Pathak, then a first-year PhD
student in economics, to look into New York’s school-choice system: Was it a
substantive and interesting problem? Pathak decided it was. A decade later, he
is still producing new research on the topic, and in 2011 received tenure at
MIT, in part because of his work in the area.
Moreover, that work has
produced real-world results. Based on the research of Roth and his
collaborators, New York City soon adopted what is known as a
“deferred-acceptance algorithm” to assign places. Then, Roth’s group, now
including economist Tayfun Sonmez, helped Boston review its choice system,
leading the city to adopt a new method in 2005.
Using this method,
schools first weigh all the students listing those schools as first-choice
venues; then, the students who are rejected are essentially allowed to revise
their lists, and the process repeats until every student has been matched with a
school selection. The crucial difference is that students and families can
simply pick the schools they most want to attend, in order.
“Our whole
agenda is to try to make these systems strategy-proof,” says Pathak, now an
associate professor of economics at MIT. “All these methods move in the
direction of simplifying the system for students.” Complicated tactical guesses
about popularity are moot; the entire process is based on the substantive merits
of schools.
This positive outcome, Pathak says, is the fruit of “trying
to think of economics as an engineering discipline,” in order to construct
practical solutions to real-world problems.
Within economics, his
growing area of specialization is known as “market design.” Beyond schools,
market-design problems can be found in health care, financial markets, even the
process of keyword searching on the Internet. “These allocation problems are
everywhere,” says Pathak, who now also studies school-performance questions and
has produced papers examining the quirks of housing markets.
What makes schools
good?
"Pathak is the son of Nepalese parents who immigrated to the United States in the
1970s. He grew up in Corning, N.Y., where his father is a doctor and his mother
a writer, before attending Harvard as an undergraduate. A direct line can be
drawn between Pathak’s career and a class he took during his senior year at
Harvard in the spring of 2002, team-taught by Roth and Paul Milgrom, two leaders
in market design; Milgrom advised the Federal Communications Commission on the
design of their broadcasting-spectrum auctions.
Pathak, an applied
mathematics major who graduated summa cum laude from Harvard, says that class
allowed him to recognize the possibility of linking game theory with practical
problems. He soon enrolled in graduate school in economics at Harvard, received
his PhD in 2007 and joined MIT in 2008.
Since then, Pathak’s research on
school-choice issues has expanded in part because other places, including
Chicago and much of England, have adopted systems similar to the ones he
endorses — but due to their own initiative. “It’s as if they followed the
discussion in Boston, although there is no evidence of it,” Pathak says. “It’s a
great story of how markets evolve.”
Although strategy-proof systems are
gaining in popularity, many cities do not employ them. And yet Pathak believes
that in addition to making the selection process simpler, the new systems can
lead to a virtuous circle in assessing school quality: If administrators know
what students’ real preferences are — as opposed to their tactics-based
selections — they can examine what makes certain schools popular and try to
institute those elements of good schools in other places, too.
“If we
have programs that are oversubscribed, we should figure out why and consider
replicating them,” Pathak says.
To be sure, it can be very difficult for
people to assess whether or not schools are good in the first place, and for
what reasons. In part because of this, Pathak’s interests have developed to
include measuring school performance. Along with MIT economists Joshua Angrist
and David Autor, he is a founding director of the School Effectiveness &; Inequality Institute at MIT, a new
center that launched this year.
Angrist, Pathak and a variety of
co-authors have published multiple studies about the performance
of charter schools in Massachusetts, for instance, using random samples of
students from schools’ admissions lotteries. While recognizing that this can be
a “politically charged” issue, Pathak says their aim is simply to shine some
empirical light on the matter. So far, the results they have found are nuanced:
Some charter schools in urban areas such as Boston have dramatically improved
student performance, but charter schools in other parts of Massachusetts have
generally performed worse than their non-charter public counterparts.
The researchers are still trying to determine exactly why this is, and
aim to expand their studies geographically. But the technical expertise of
Pathak and Angrist — a pioneer in developing and refining “natural experiments”
in economics — makes them confident they can rigorously equitably assess thorny
questions about student performance.
“Through school assignment, we have
an engine to measure a lot of things about education production,” Pathak says.
And now, students have a vehicle for choosing schools on their merits.
********
Let me add that, along with Atila Abdulkadiroglu and Neil Dorosin and yours truly, Parag continues to assist school districts in the design and implementation of school choice systems via the Institute for Innovation in Public School Choice (IIPSC).
No comments:
Post a Comment
Note: Only a member of this blog may post a comment.