A wealth of OCW content from Nobel Prize-winning MIT economists Duflo and Banerjee

MIT economists Abhijit Banerjee and Esther Duflo. (Photo by Bryce Vickmark.)

The Nobel Prize in Economics just awarded to MIT economists Esther Duflo and Abhijit Banerjee (along with Harvard colleague Michael Kremer) recognizes the transformational results of their antipoverty research and relief efforts. Their work exemplifies the power of creative and practical new approaches to the world’s biggest problems, backed with experimental rigor and analytical insight—all qualities found in much MIT research and the MIT education.

As MIT News wrote:

The work of Duflo and Banerjee, which has long been intertwined with Kremer’s, has been highly innovative in the area of development economics, emphasizing the use of field experiments in research in order to realize the benefits of laboratory-style randomized, controlled trials. Duflo and Banerjee have applied this new precision while studying a wide range of topics implicated in global poverty, including health care, education, agriculture, and gender issues, while developing new antipoverty programs based on their research.

Duflo and Banerjee also co-founded MIT’s Abdul Latif Jameel Poverty Action Lab (J-PAL)  in 2003, along with a third co-founder, Sendhil Mullainathan, now of the University of Chicago. J-PAL, a global network of antipoverty researchers that conducts field experiments, has now become a major center of research, facilitating work across the world.

J-PAL also examines which kinds of local interventions have the greatest impact on social problems, and works to implement those programs more broadly, in cooperation with governments and NGOs. Among J-PAL’s notable interventions are deworming programs that have been adopted widely…

Duflo, 46, is the second woman and the youngest person ever to receive the Nobel in economic sciences.

“We’re fortunate to see this kind of work being recognized,” Duflo told MIT News, noting that their work was “born at MIT and supported by MIT.” She called the work in this area a “collective effort” and said that “we could not have created a movement without hundreds of researchers and staff members.” The Nobel award, she said, also represented this collective enterprise, and was “larger than our work.”

MIT OpenCourseWare is proud to share with you these courses and resources by Professors Duflo and Banerjee.

  • 14.73 The Challenge of World Poverty
    This undergraduate course, featuring complete video lectures, is for those who are interested in the challenge posed by massive and persistent world poverty, and are hopeful that economists might have something useful to say about this challenge. The questions we will take up include: Is extreme poverty a thing of the past? What is economic life like when living under a dollar per day? Why do some countries grow fast and others fall further behind? Does growth help the poor?…
  • 14.771 Development Economics: Microeconomic Issues and Policy Models
    This graduate course, featuring complete lecture notes and taught with co-instructor Benjamin Olken, covers the productivity effects of health, private and social returns to education, education quality, education policy and market equilibrium, gender discrimination, public finance, decision making within families, firms and contracts, technology, labor and migration, land, and the markets for credit and savings.
  • Abdul Latif Jameel Poverty Action Lab (J-PAL) Executive Training: Evaluating Social Programs 2009
    This five-day program, led with co-instructor Rachel Glennerster, provides a thorough understanding of randomized evaluations and pragmatic step-by-step training for conducting one’s own evaluation. The OCW site features complete lecture videos (including one lecture by Nobel Prize co-winner Michael Kremer) and a set of case studies.
  • Abdul Latif Jameel Poverty Action Lab (J-PAL) Executive Training: Evaluating Social Programs 2011
    A complementary version of the J-PAL five-day program, with other case studies and exercises.

OCW also has two other courses by Professor Duflo:

  • 14.74 Foundations of Policy Development
    This undergraduate course explores the foundations of policy making in developing countries. The goal is to spell out various policy options and to quantify the trade-offs between them. We will study the different facets of human development: education, health, gender, the family, land relations, risk, informal and formal norms and institutions…
  • 14.11 Putting Social Sciences to the Test: Field Experiments in Economics
    This undergraduate course, co-taught with Prof. David Autor, is about field (that is, ‘in situ’) and laboratory experiments in the social sciences – both what these experiments have taught and can teach us and how to conduct them.

And if all this great content on OCW leaves you wanting even more, there’s the MITx MicroMasters Program in Data, Economics, and Development Policy, specifically focused on the methodologies and teaching of Professors Duflo and Banerjee.

Go Deep With Oceanographer Carl Wunsch

Photo of a smiling man in front of a chalkboard covered in math and diagrams.

Carl Wunsch, the Cecil and Ida Green Professor of Physical Oceanography (Emeritus) in MIT’s Department of Earth, Atmospheric and Planetary Sciences. (Photo by Helen Hill.)

Like many scientific fields, oceanography has gone through big changes in recent decades. It’s been blessed with more high-quality data and powerful computing, leading to more accurate oceanographic models and underlying theories. It’s going through culture shifts, e.g. from male-dominated to one where women are increasingly prominent. And as oceanography has been central to our growing scientific understanding of climate change, it’s thoroughly embedded in the science communication challenges and cultural debate around this curiously contentious issue.

Wouldn’t it be great to hear an insider’s perspective on the evolving science and all these changes?

Let MIT professor Carl Wunsch be our guide. With a career starting in the mid-1960s, Professor Wunsch “is at the heart of many of the major advances in modern physical oceanography,” writes Nature climate science editor Michael White.

Professor Wunsch is the latest guest on Michael White’s “Forecast” podcast, which features long format interviews with climate scientists about climate science. Their conversation is a captivating “one-stop history of the field, and a deeply personal insight into how major science questions are conceptualized and addressed,” full of rich stories about the science, and the personalities, conflicts and connections, that make this world turn.

You can also learn some oceanography directly from Wunsch’s two courses on OCW – 12.842 Climate Physics and Chemistry and 12.864 Inference from Data and Models – and his popular online textbook Evolution of Physical Oceanography (also free on OCW). These are just a few of OCW’s extensive oceanography resources.

> Listen to “Carl Wunsch and the rise of modern oceanography” on the Forecast podcast.

Brains, Minds and Machines: An Interdisciplinary Tour-de-Force

Diagram of human brain highlighting different regions; a process flow diagram about understanding a visual scene; and photo of a humanoid robot.What is the nature of intelligence?

How does the brain produce intelligent behavior?

How can we apply this understanding to build wiser and more useful machines, for the benefit of society?

By Curt Newton, OCW Site Curator

If these questions grab your interest, check out OCW’s just-published Brains, Minds and Machines Summer Course. It’s an interdisciplinary tour-de-force, presenting some of the latest thinking in neuroscience, cognitive science, computation, artificial intelligence, and robotics.

These questions are animating some of the world’s brightest minds — especially here at MIT, with the recently-announced Intelligence Quest initiative.

Consider the challenge of self-driving vehicles. Safe driving is plenty hard for humans…can we build machines which are better drivers? There are myriad challenges, like sophisticated vision, the ability to understand scenes, learn, and make predictions, and acting instantaneously on feedback. We need to understand these sophisticated behaviors, and many others, in “engineering” terms before we can build and use them in systems.

That’s precisely what this course is about. Through video lectures, panel discussions, and tutorials, you’ll get a state-of-the-art perspective from 40 faculty and research leaders: what do we know, what’s going on in labs right now, and where are we heading?

The course is organized by the Center for Brains, Minds and Machines: a National Science Foundation-funded multi-institutional collaboration for the interdisciplinary study of intelligence, headquartered at MIT’s McGovern Institute for Brain Research, and with managing partners at Harvard University.

The course is designed for graduate students, postdocs, faculty and professionals who may be well-grounded in one field, and want to develop a grasp of the synergistic interplay among all these related fields. Its goal is to “create a community of leaders in the science of intelligence who are equally knowledgeable in neuroscience, cognitive science, and computer science.”

The OCW course site is organized into 9 units. It’s chock full of video, over 46 hours in all, and with extensive linked reading lists for each unit.

Here are just a few of the many highlights:

Recognizing it’s hard to be an expert in every one of these fields, the OCW course site includes a set of background tutorials to bring you up to speed on topics like neuroscience, machine learning, and neural decoding.

Students enrolled in the summer course put their learning into practice by working on an open-ended project of their choice. Learn more about these projects through short video interviews with some students.

This new OCW course site enriches our Supplemental Resource collection of materials from outside the official MIT curriculum. The summer course also forms a basis for the on-campus MIT course 9.523 Aspects of a Computation Theory of Intelligence. Instructor Insights from Ellen Hildreth, the summer course coordinator, describe the summer course’s conversion into a focused full-semester MIT course.

Participants in the Brains, Minds and Machines Summer Course have an intensive non-stop learning experience. Fortunately, OCW lets you explore the materials at your own pace, in your own sequence, and return to it again and again. There’s a LOT to learn here, and the future world awaits!

MIT Energy Initiative celebrates 10 years of innovative research and education

Grid of six photos.

Top row (l-r): Tata Center spinoff Khethworks develops affordable irrigation for the developing world; students discuss utility research in Washington; thin, lightweight solar cell developed by Professor Vladimir Bulović and team. Bottom row (l-r): MIT’s record-setting Alcator tokamak fusion research reactor; a researcher in the MIT Energy Laboratory’s Combustion Research Facility; Professor Kripa Varanasi, whose research on slippery surfaces has led to a spinoff co-founded with Associate Provost Karen Gleason. (Photos: Tata Center for Technology and Design, MITEI, Joel Jean and Anna Osherov, Bob Mumgaard/PSFC, Energy Laboratory Archives, Bryce Vickmark.)

It’s said that our ability to harness and use energy underlies the very development of modern civilization. Now, as the world grapples with climate change induced by many decades of runaway carbon emissions, our long-running quest for simply more and cheaper energy shifts toward cleaner and zero-carbon sources, and more just systems and policies to ensure that all people have fair access to essential energy resources. It’s no exaggeration to say that our future lives depend on it.

Ten years ago, the MIT Energy Initiative (MITEI) was launched to build momentum, coordinate efforts, and generate the innovations needed to fuel this energy system transition. A lot has happened in those 10 years, as MITEI’s Kathryn M. O’Neill reports in MIT News:

On any given day at MIT, undergraduates design hydro-powered desalination systems, graduate students test alternative fuels, and professors work to tap the huge energy-generating potential of nuclear fusion, biomaterials, and more. While some MIT researchers are modeling the impacts of policy on energy markets, others are experimenting with electrochemical forms of energy storage.

This is the robust energy community at MIT. Developed over the past 10 years with the guidance and support of the MIT Energy Initiative (MITEI) — and with roots extending back into the early days of the Institute — it has engaged more than 300 faculty members and spans more than 900 research projects across all five schools.

In addition, MIT offers a multidisciplinary energy minor and myriad energy-related events and activities throughout the year. Together, these efforts ensure that students who arrive on campus with an interest in energy have free rein to pursue their ambitions…

…What has MIT’s energy community as a whole accomplished over the past decade? Hockfield says it’s raised the visibility of the world’s energy problems, contributed solutions — both technical and sociopolitical — and provided “an army of young people” to lead the way to a sustainable energy future.

Read the full story >

MIT OpenCourseWare is pleased to feature many of the subjects in the MIT Undergraduate Energy Minor on our Energy Courses page.

Who Knows That Healthcare Can Be So Complicated? This Sloan Instructor Does!

A female health worker logs data on a handheld device as two others look on.

Sangath health workers in Goa log patient data. (Courtesy of Frederick Noronha and Sangath on Flickr. License: CC BY-NC.)

By Joe Pickett, OCW Publication Director

Healthcare can be mind-boggling in its complexity, but diagnosing and treating patients has become routine business in counties like the US. You feel bad, call up, and go to see someone, and they give you advice and a therapeutic regimen to follow. Unless you’re part of an unlucky minority lacking health insurance, it’s pretty simple from the viewpoint of a patient.

But it’s hardly simple in much of the developing world, where communications are spotty, transport is unreliable, facilities are sparse, appropriate interventions are in short supply, and, perhaps most crucially, trained healthcare providers are relatively few and face overwhelming demand on a daily basis.

Non-governmental organizations—commonly called nonprofits in the US—have stepped in heroically to try to improve this situation and give ordinary people living in impoverished conditions a chance at a healthy life. But these heroes can themselves be overwhelmed. Far too often, they have little opportunity or resources to find, let alone implement, innovations in how healthcare is delivered.

So, you smart MIT Sloan graduate students, what advice can you come up with to help a mission-driven NGO innovate in delivering quality healthcare to those who most need it? To add to the challenge, the focus is on mental health and developmental disabilities—areas where problems are rarely solved with a single treatment.

By the way, you don’t have three years to study and develop your ideas. You have three days.

Ready, set, go!

Working Remotely with an NGO

Such is the academic challenge of 15.ES718 Global Health Innovation: Delivering Targeted Advice to an Organization in the Field.

The course—an intensive workshop, really—is taught by Dr. Anjali Sastry, and the site just published on OCW reflects the 2015 iteration of her teaching. In this instance, the class connected with Sangath, an inspiring NGO that provides mental health services to poor people in India.

The workshop represents a logistical tour de force. Just identifying a partner organization to collaborate with the class, writing a proposal that must convince the NGO’s board, defining researchable topics, and lining up people willing to make themselves available at short notice for the class, is a huge task. But Dr. Sastry has been at this sort of thing for quite a while, and she can be very convincing.

Priming Students to Produce Meaningful Ideas

An introduction to global health issues and to the selected organization sets the stage. After learning about the staff team they will work with, the students explore an array of readings, form groups to tackle specific areas proposed by the partner, and pinpoint key topics. By the day’s end, they have formulated meaningful questions to put to NGO staff in their initial conversations.

To expand their thinking, students select from a roster of expert researchers, entrepreneurs, and clinicians whose work may be relevant to their projects, visiting some in their labs and offices across the MIT campus and elsewhere and calling others to glean their ideas and learn of their innovations.

Drawing on this high-speed networking and their own creativity, the students develop a presentation for the NGO panelists, who weigh this advice and provide feedback based on their very practical experience. Then the students refine their presentations once more and share them with the class. Throughout it all, Dr. Sastry is there, serving as a sounding board and advisor, helping the students shape their work into something valuable.

Representing Process with Resources Galore

This intense process is represented on the OCW course site in multiple ways: class activities, readings and materials (including extensive resources on the Indian healthcare system and healthcare delivery, the status and needs of the Indian population, and Sangath itself), lecture notes, and more. Perhaps most important are the Instructor Insights of Dr. Sastry, which cover learning goals, selecting a partner organization, logistical challenges, motivating students, and providing students with useful feedback so the ideas they develop are actually useful. In keeping with another thread of her work on learning from small failures, Dr. Sastry also shares her reflections on what worked—and what she’d do differently.

If it seems amazing that an instructor can undertake a course like this, further amazement awaits on OCW’s other Anjali Sastry course sites: 15.232 Business Model Innovation: Global Health in Frontier Markets and 15.S07 Global Health Lab.

Dr. Sastry on Chalk Radio

Interested in learning how Dr. Sastry redesigned a traditional independent study to encourage MBA fellows to find social impact solutions that scale? Click to listen to her conversation with Dr. Sarah Hansen on Chalk Radio, the new podcast from OCW’s Educator initiative.

Machine learning courses by Regina Barzilay, 2017 MacArthur Fellow

Photo of Regina Barzilay relaxing against a table in classroom, with students working in the background.

Photo: Lillie Paquette/MIT School of Engineering

Congratulations to MIT computer scientist Regina Barzilay, Delta Electronics professor in the Department of Electrical Engineering and Computer Science and a member of the Computer Science and Artificial Intelligence Laboratory (CSAIL).

This morning, the MacArthur Foundation announced that she’s a 2017 Fellow, awarded for her leading-edge work “[d]eveloping machine learning methods that enable computers to process and analyze vast amounts of human language data.”

In one of her most recent projects, Professor Barzilay aims to bring machine learning assistance to the complex and constantly-evolving field of oncology.

You can sample Professor Barzilay’s teaching in these two OCW courses:

Fly High, Fly Low

Photo of man sitting in an airplane cockpit, wearing a helmet.

Professor Oliver de Weck flies the prize.

By Joe Pickett, OCW Publication Director

Ever hear someone complain about a recent flight on an airliner?

There wasn’t enough legroom to stretch out, the food (if there was any) was only so-so, the movie selection could have been better, it wasn’t easy falling asleep tilted back only slightly in that seat.

What people don’t much complain about is the aircraft itself, which holds 300 people and their luggage, zooms along at 600 miles per hour for thousands of miles up at 35,000 feet, has a pressurized cabin with a comfortable climate, is remarkably quiet, and affords a fairly smooth ride, even in rough weather.

The reason we find ourselves preoccupied with airborne beverage options and not the air-sick bag is the fantastic success of systems engineering in designing aircraft, which now have thousands of requirements, from efficient, powerful engines to sophisticated electronics.

It’s All in the System

Now you can discover for yourself how all this has been made possible by cruising through 16.842 Fundamental of System Engineering, just published on OCW. Taught by Professor Olivier de Weck, whose fascination with aircraft and flight goes back to childhood, the course provides an overview of the entire design process. Professor de Weck takes you along the wings of the V-model, which begins with stakeholder analysis (what the customer wants) and requirements definition through concept generation and selection, and on to validation and lifecycle management. The focus in 16.842 is on aircraft and space craft, but the V-model can be applied to almost any engineered product.

The course site features classroom videos, lecture notes, and assignments.

Competition in a Can

For the central assignment, students are tasked with designing satellites for the CanSat Competition, in which teams from around the world create satellites that must fit in a can, be lofted by a rocket, and be deployed at high altitude. The satellites are then supposed to glide back to earth tracing a circular pattern, collecting data as they go. That’s if everything goes right. It’s a six-week course. No pressure!

Needless to say, teamwork is essential. In his video Instructor Insights, Professor de Weck discusses how he fosters effective teamwork, assesses students both as teams and as individuals, teaches the design process in a SPOC (small private online course) that blends online and in-class learning with students from two different schools, and favors both written and oral exams.

So buckle up for 16.842. OCW has approved you for take-off!