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The Influence of Randomized Controlled Trials on Development Economics Research and on Development Policy
The Influence of Randomized Controlled Trials on Development Economics Research and on Development Policy Paper prepared for “The State of Economics, The State of the World” Conference proceedings volume Abhijit Vinayak Banerjee Esther Duflo Michael Kremer12 September 11, 2016 Many (though by no means all) of the questions that development economists and policymakers ask themselves are causal in nature: What would be the impact of adding computers in classrooms? What is the price elasticity of demand for preventive health products? Would increasing interest rates lead to an increase in default rates? Decades ago, the statistician Fisher proposed a method to answer such causal questions: Randomized Controlled Trials (RCT) (Fisher, 1925). In an RCT, the assignment of different units to different treatment groups is chosen randomly. This insures that no unobservable characteristics of the units is reflected in the assignment, and hence that any difference between treatment and control units reflects the impact of the treatment. While the idea is simple, the implementation in the field can be more involved, and it took some time before randomization was considered to be a practical tool for answering questions in social science research in general, and in development economics more specifically. 1 Abhijit Banerjee and Esther Duflo are in the department of economics at MIT and co-director of J-PAL Michael Kremer is in the department of economics at Harvard and serves as part-time Scientific Director of Development Innovation Ventures at USAID, which has also funded research by both Banerjee and Duflo. The views expressed in this document reflect the personal opinions of the author and are entirely the author’s own. -
Longitudinal Analysis of Strike Activity David Card Journal of Labor
Longitudinal Analysis of Strike Activity David Card Journal of Labor Economics, Vol. 6, No. 2. (Apr., 1988), pp. 147-176. Stable URL: http://links.jstor.org/sici?sici=0734-306X%28198804%296%3A2%3C147%3ALAOSA%3E2.0.CO%3B2-7 Journal of Labor Economics is currently published by The University of Chicago Press. Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/about/terms.html. JSTOR's Terms and Conditions of Use provides, in part, that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in the JSTOR archive only for your personal, non-commercial use. Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained at http://www.jstor.org/journals/ucpress.html. Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. The JSTOR Archive is a trusted digital repository providing for long-term preservation and access to leading academic journals and scholarly literature from around the world. The Archive is supported by libraries, scholarly societies, publishers, and foundations. It is an initiative of JSTOR, a not-for-profit organization with a mission to help the scholarly community take advantage of advances in technology. For more information regarding JSTOR, please contact [email protected]. http://www.jstor.org Tue Jul 3 19:08:14 2007 Longitudinal Analysis of Strike Activity David Card, Princeton Univevsity This article presents an empirical study of strike activity in a panel of contract negotiations for some 250 firm-and-union pairs. -
Understanding Development and Poverty Alleviation
14 OCTOBER 2019 Scientific Background on the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2019 UNDERSTANDING DEVELOPMENT AND POVERTY ALLEVIATION The Committee for the Prize in Economic Sciences in Memory of Alfred Nobel THE ROYAL SWEDISH ACADEMY OF SCIENCES, founded in 1739, is an independent organisation whose overall objective is to promote the sciences and strengthen their influence in society. The Academy takes special responsibility for the natural sciences and mathematics, but endeavours to promote the exchange of ideas between various disciplines. BOX 50005 (LILLA FRESCATIVÄGEN 4 A), SE-104 05 STOCKHOLM, SWEDEN TEL +46 8 673 95 00, [email protected] WWW.KVA.SE Scientific Background on the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel 2019 Understanding Development and Poverty Alleviation The Committee for the Prize in Economic Sciences in Memory of Alfred Nobel October 14, 2019 Despite massive progress in the past few decades, global poverty — in all its different dimensions — remains a broad and entrenched problem. For example, today, more than 700 million people subsist on extremely low incomes. Every year, five million children under five die of diseases that often could have been prevented or treated by a handful of proven interventions. Today, a large majority of children in low- and middle-income countries attend primary school, but many of them leave school lacking proficiency in reading, writing and mathematics. How to effectively reduce global poverty remains one of humankind’s most pressing questions. It is also one of the biggest questions facing the discipline of economics since its very inception. -
Ec 1530 Reading List Becker Chapters 1 and 2 J. Angrist and A
Ec 1530 Reading List Becker Chapters 1 and 2 J. Angrist and A. Krueger "Instrumental variables and the search for identification: From supply and demand to natural experiments" J of Economic Perspectives 15(4):69‐85 2001 Banerjee and Duflo, 2011, Chapters 1 and 2 Pitt, Mark, "Food Preferences and Nutrition in Rural Bangladesh," Review of Economics and Statistics, February 1983, 105‐114. [JSTOR] Jensen, Robert and Nolan Miller (2008). “Giffen Behavior and Subsistence Consumption,” American Economic Review, 98(4), p. 1553 − 1577. [jstor] M. Ravallion, "The performance of rice markets in Bangladesh during the 1974 famine", Oxford Economic Journal 95 (377): 15‐29 A.D. Foster, "Prices, Credit Constraints, and Child Growth in Rural Bangladesh", Economic. Journal, 105(430): 551‐570, May 1995 JM Cunha, G DeGiorgi, S Jayachandran, NBER 17456The Price Effects of Cash Versus In‐Kind Transfers Banerjee and Duflo, Chapter 3 'Bliss, Christopher and N.H. Stern, "Productivity, Wages and Nutrition, Part I Journal of Development Economics, 1978, 331‐398. [E‐journal] J. Strauss, "Does better nutrion raise farm productivity", JPE, 94(2) 297‐320. Foster, Andrew D. and Mark R. Rosenzweig, "A Test for Moral Hazard in the Labor Market: Contractual Arrangements, Effort and Health," Review of Economic and Statistics, May 1994, 213‐227. [JSTOR] Banerjee and Duflo Chapter 4 Andrew Foster and Mark Rosenzweig, "Technical change and human capital returns and investments: Evidence from the Green Revoloution", American Economic Review 86(4): 931‐53 [jstor] Esther Duflo "Schooling and labor market consequences of school construction in Indonesia: Evidence from an unusual policy experement", American Economic Review 91(4):795‐813 [jstor] Jensen, Robert (2010). -
Rohini Pande
ROHINI PANDE 27 Hillhouse Avenue 203.432.3637(w) PO Box 208269 [email protected] New Haven, CT 06520-8269 https://campuspress.yale.edu/rpande EDUCATION 1999 Ph.D., Economics, London School of Economics 1995 M.Sc. in Economics, London School of Economics (Distinction) 1994 MA in Philosophy, Politics and Economics, Oxford University 1992 BA (Hons.) in Economics, St. Stephens College, Delhi University PROFESSIONAL EXPERIENCE ACADEMIC POSITIONS 2019 – Henry J. Heinz II Professor of Economics, Yale University 2018 – 2019 Rafik Hariri Professor of International Political Economy, Harvard Kennedy School, Harvard University 2006 – 2017 Mohammed Kamal Professor of Public Policy, Harvard Kennedy School, Harvard University 2005 – 2006 Associate Professor of Economics, Yale University 2003 – 2005 Assistant Professor of Economics, Yale University 1999 – 2003 Assistant Professor of Economics, Columbia University VISITING POSITIONS April 2018 Ta-Chung Liu Distinguished Visitor at Becker Friedman Institute, UChicago Spring 2017 Visiting Professor of Economics, University of Pompeu Fabra and Stanford Fall 2010 Visiting Professor of Economics, London School of Economics Spring 2006 Visiting Associate Professor of Economics, University of California, Berkeley Fall 2005 Visiting Associate Professor of Economics, Columbia University 2002 – 2003 Visiting Assistant Professor of Economics, MIT CURRENT PROFESSIONAL ACTIVITIES AND SERVICES 2019 – Director, Economic Growth Center Yale University 2019 – Co-editor, American Economic Review: Insights 2014 – IZA -
Esther Duflo
Policies, Politics: Can Evidence Play a Role in the Fight against Poverty? Esther Duflo The Sixth Annual Richard H. Sabot Lecture A p r i l 2 0 1 1 The Center for Global Development The Richard H. Sabot Lecture Series The Richard H. Sabot Lecture is held annually to honor the life and work of Richard “Dick” Sabot, a respected professor, celebrated development economist, successful internet entrepreneur, and close friend of the Center for Global Development who died suddenly in July 2005. As a founding member of CGD’s board of directors, Dick’s enthusiasm and intellect encouraged our beginnings. His work as a scholar and as a development practitioner helped to shape the Center’s vision of independent research and new ideas in the service of better development policies and practices. Dick held a PhD in economics from Oxford University; he was Professor of Economics at Williams College and taught previously at Yale University, Oxford University, and Columbia University. His contributions to the fields of economics and international development were numerous, both in academia and during ten years at the World Bank. The Sabot Lecture Series hosts each year a scholar-practitioner who has made significant contributions to international development, combining, as did Dick, academic work with leadership in the policy community. We are grateful to the Sabot family and to CGD board member Bruns Grayson for the support to launch the Richard H. Sabot Lecture Series. Previous Lectures 2010 Kenneth Rogoff, “Austerity and the IMF.” 2009 Kemal Derviş, “Precautionary Resources and Long-Term Development Finance.” 2008 Lord Nicholas Stern, “Towards a Global Deal on Climate Change.” 2007 Ngozi Okonjo-Iweala, “Corruption: Myths and Reality in a Developing Country Context.” 2006 Lawrence H. -
Interview with Esther Duflo
The tapestry behind Esther Duflo, “Peoples of the World,” was handcrafted by Japanese artist Fumiko Nakayama. It was donated by MIT alumnus Mohammed Abdul Latif Jameel, a major J-PAL funder. Esther Duflo The problems of poverty in the developing world are extreme, extensive and seemingly immune to solution. Charitable handouts, massive foreign aid, large construction projects and countless other well- intentioned efforts have failed to alleviate poverty for many in Asia, Africa and Latin America. Market- oriented fixes—improved regulatory efficiency and lower trade barriers —also have had limited effect. What does work? MIT economist Esther Duflo has spent the past 20 years intensely pursuing answers to that question. With randomized control experiments—a technique commonly used to test pharmaceuticals— Duflo and her colleagues investigate potential solutions to a wide variety of health, education and agricultural problems, from sexually transmitted diseases to teacher absenteeism to insufficient fertilizer use. Her work often reveals weaknesses in popular fixes and conventional wisdom. Microlending, for example, hasn’t proven the miracle its advocates espouse, but it can be useful in the right setting. Women’s empower- ment, though essential, isn’t a magic bullet. At the same time, she’s discovered truths that hold great promise. A slight financial nudge dramatically increased fertilizer usage in a western Kenya trial. Monitoring teacher attendance, combined with additional pay for showing up, decreased teacher absenteeism by half in -
Minutes of the Meeting of the Executive Committee Chicago, IL April 17, 2014
American Economic Review: Papers & Proceedings 2015, 105(5): 683–688 http://dx.doi.org/10.1257/aer.15000009 Minutes of the Meeting of the Executive Committee Chicago, IL April 17, 2014 The first meeting of the 2014 Executive Charles I. Jones, Rachel Kranton, and Fiona Committee was called to order at 10:00 am on Scott Morton. The Nominating Committee and April 17, 2014 in the Heathrow A-B Room of the Executive Committee, acting together as the Hyatt Regency O’Hare Hotel, Chicago, IL. an electoral college, then VOTED to nominate Members present were: David Card, Dora Costa, Robert Shiller as President-elect, and VOTED Esther Duflo by phone , Steven Durlauf, Amy to recognize Robert Barro, Gregory Chow, Finkelstein, Pinelopi( Goldberg,) Claudia Goldin, Robert J. Gordon, and Richard Zeckhauser as Guido Imbens, Anil Kashyap, Jonathan Levin, Distinguished Fellows of the Association. The N. Gregory Mankiw, Rosa Matzkin, William President requested that the Secretary-Treasurer Nordhaus, Andrew Postlewaite, Peter Rousseau, revise the guidelines provided to the committee Matthew Shapiro, Christopher Sims, and Richard to reflect current practices more closely. Thaler. Alan Auerbach, Judith Chevalier, Henry Report of the Committee on Honors and Farber, and Jonathan Skinner participated in part Awards Auerbach . Auerbach explained that of the meeting and Andrew Abel, Susan Athey, nominations( for the) — Clark Medal were solic- and David Laibson participated by phone as ited from economics department heads of major members of the Honors and Awards Committee. research universities. The Honors and Awards Orley Ashenfelter participated in part of the Committee Auerbach chair , Abel, Athey, meeting as chair of the Nominating Committee. -
Esther Duflo Wins Clark Medal
Esther Duflo wins Clark medal http://web.mit.edu/newsoffice/2010/duflo-clark-0423.html?tmpl=compon... MIT’s influential poverty researcher heralded as best economist under age 40. Peter Dizikes, MIT News Office April 23, 2010 MIT economist Esther Duflo PhD ‘99, whose influential research has prompted new ways of fighting poverty around the globe, was named winner today of the John Bates Clark medal. Duflo is the second woman to receive the award, which ranks below only the Nobel Prize in prestige within the economics profession and is considered a reliable indicator of future Nobel consideration (about 40 percent of past recipients have won a Nobel). Duflo, a 37-year-old native of France, is the Abdul Esther Duflo, the Abdul Latif Jameel Professor of Poverty Alleviation Latif Jameel Professor of Poverty Alleviation and and Development Economics at MIT, was named the winner of the Development Economics at MIT and a director of 2010 John Bates Clark medal. MIT’s Abdul Latif Jameel Poverty Action Lab Photo - Photo: L. Barry Hetherington (J-PAL). Her work uses randomized field experiments to identify highly specific programs that can alleviate poverty, ranging from low-cost medical treatments to innovative education programs. Duflo, who officially found out about the medal via a phone call earlier today, says she regards the medal as “one for the team,” meaning the many researchers who have contributed to the renewal of development economics. “This is a great honor,” Duflo told MIT News. “Not only for me, but my colleagues and MIT. Development economics has changed radically over the last 10 years, and this is recognition of the work many people are doing.” The American Economic Association, which gives the Clark medal to the top economist under age 40, said Duflo had distinguished herself through “definitive contributions” in the field of development economics. -
Field Experiments in Development Economics1 Esther Duflo Massachusetts Institute of Technology
Field Experiments in Development Economics1 Esther Duflo Massachusetts Institute of Technology (Department of Economics and Abdul Latif Jameel Poverty Action Lab) BREAD, CEPR, NBER January 2006 Prepared for the World Congress of the Econometric Society Abstract There is a long tradition in development economics of collecting original data to test specific hypotheses. Over the last 10 years, this tradition has merged with an expertise in setting up randomized field experiments, resulting in an increasingly large number of studies where an original experiment has been set up to test economic theories and hypotheses. This paper extracts some substantive and methodological lessons from such studies in three domains: incentives, social learning, and time-inconsistent preferences. The paper argues that we need both to continue testing existing theories and to start thinking of how the theories may be adapted to make sense of the field experiment results, many of which are starting to challenge them. This new framework could then guide a new round of experiments. 1 I would like to thank Richard Blundell, Joshua Angrist, Orazio Attanasio, Abhijit Banerjee, Tim Besley, Michael Kremer, Sendhil Mullainathan and Rohini Pande for comments on this paper and/or having been instrumental in shaping my views on these issues. I thank Neel Mukherjee and Kudzai Takavarasha for carefully reading and editing a previous draft. 1 There is a long tradition in development economics of collecting original data in order to test a specific economic hypothesis or to study a particular setting or institution. This is perhaps due to a conjunction of the lack of readily available high-quality, large-scale data sets commonly available in industrialized countries and the low cost of data collection in developing countries, though development economists also like to think that it has something to do with the mindset of many of them. -
Learning, Career Paths, and the Distribution of Wages†
American Economic Journal: Macroeconomics 2019, 11(1): 49–88 https://doi.org/10.1257/mac.20170390 Learning, Career Paths, and the Distribution of Wages† By Santiago Caicedo, Robert E. Lucas Jr., and Esteban Rossi-Hansberg* We develop a theory of career paths and earnings where agents organize in production hierarchies. Agents climb these hierarchies as they learn stochastically from others. Earnings grow as agents acquire knowledge and occupy positions with more subordinates. We contrast these and other implications with US census data for the period 1990 to 2010, matching the Lorenz curve of earnings and the observed mean experience-earnings profiles. We show the increase in wage inequality over this period can be rationalized with a shift in the level of the complexity and profitability of technologies relative to the distribution of knowledge in the population. JEL D83, E24, J24, J31 ( ) his paper develops a new model of an economy that generates sustained pro- Tductivity growth. One distinctive feature of the model is that all knowledge in the economy is held by the individual people who comprise it: there is no abstract technology hovering above them in the ether. A second feature, necessarily involv- ing heterogeneous labor, is a kind of complementarity in production involving peo- ple with different skill levels: the marginal product of any one person is contingent on the people he works with. A third feature, closely related to the second, is that improvements over time in individual skill levels depend on imitation or stimulation or inspiration from other people in the economy. All growth is taken to arise from this force. -
Technical Paper Series Congressional Budget Office Washington, DC
Technical Paper Series Congressional Budget Office Washington, DC MODELING LONG-RUN ECONOMIC GROWTH Robert W. Arnold Congressional Budget Office Washington, D.C. 20515 [email protected] June 2003 2003-4 Technical papers in this series are preliminary and are circulated to stimulate discussion and critical comment. These papers are not subject to CBO’s formal review and editing processes. The analysis and conclusions expressed in them are those of the author and should not be interpreted as those of the Congressional Budget Office. References in publications should be cleared with the author. Papers in this series can be obtained from www.cbo.gov. Abstract This paper reviews the recent empirical literature on long-run growth to determine what factors influence growth in total factor productivity (TFP) and whether there are any channels of influence that should be added to standard models of long-run growth. Factors affecting productivity fall into three general categories: physical capital, human capital, and innovation (including other factors that might influence TFP growth). Recent empirical evidence provides little support for the idea that there are extra-normal returns to physical capital accumulation, nor is there solid justification for adding a separate channel of influence from capital to TFP growth. The paper finds evidence that human capital—as distinct from labor hours worked—is an important factor for growth but also that there is not yet a consensus about exactly how it should enter the model. Some argue that human capital should enter as a factor of production, while others argue that it merely spurs innovation. The forces governing TFP growth are not well understood, but there is evidence that R&D spending is a significant contributor and that its benefit to society may exceed its benefit to the company doing the spending—that is, it is a source of spillovers.