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To Kill a Black Swan: The Credibility Revolution at CEDE, 2000-2018

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  • Juan Pablo Castilla

Abstract

The growing displacement of theory and other forms of wide-ranging knowledge of social phenomena by empirical research methods in economics is widely noted by economists and historians of economic knowledge. Less attention has been devoted, however, to understand the materialization of such changes in the scientific practices in a specific research center. This article studies the recent transformations in the epistemological practices at CEDE, a research center that is both, highly influential in the production of economic knowledge in Colombia, and does not belong to the core economics research centers that lead the debates regarding the recent changes in the discipline. I use a machine learning technique called Topic Modeling, interviews to CEDE researchers, and exegesis of papers to identify a shift in the production of knowledge in microeconometrics at CEDE during the years 2000 and 2018. I explain this shift by characterizing two sets of epistemological practices. The first one, usually present during the years 2000 and 2006, establishes a complementary relationship between wide-ranging knowledge (theory included) and data estimation techniques in order to achieve a broad comprehension of the phenomenon under study. The second one, usually present during the years 2009 and 2018, prioritizes data estimation techniques over theoretical models and contextual knowledge in order to achieve a causal comprehension of one variable in the phenomenon under study. Because epistemological practices make truth claims, each one establishes its own criteria about what constitutes a valid research through a distinct way of replicating a scientific experiment. The shift I identify implies a recent tendency to disdain research works that cannot make a strong causal inference.

Suggested Citation

  • Juan Pablo Castilla, 2020. "To Kill a Black Swan: The Credibility Revolution at CEDE, 2000-2018," Documentos CEDE 18366, Universidad de los Andes, Facultad de Economía, CEDE.
  • Handle: RePEc:col:000089:018366
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    as
    1. Baez, Javier E. & Camacho, Adriana, 2011. "Assessing the Long-term Effects of Conditional Cash Transfers on Human Capital: Evidence from Colombia," IZA Discussion Papers 5751, Institute of Labor Economics (IZA).
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2010. "The Credibility Revolution in Empirical Economics: How Better Research Design Is Taking the Con out of Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 3-30, Spring.
    3. Mirko Draca & Stephen Machin & Robert Witt, 2011. "Panic on the Streets of London: Police, Crime, and the July 2005 Terror Attacks," American Economic Review, American Economic Association, vol. 101(5), pages 2157-2181, August.
    4. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    5. Ross Emmett, 2007. "Oral History and the Historical Reconstruction of Chicago Economics," History of Political Economy, Duke University Press, vol. 39(5), pages 172-192, Supplemen.
    6. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    7. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 3.
    8. Ehrlich, Isaac, 1975. "The Deterrent Effect of Capital Punishment: A Question of Life and Death," American Economic Review, American Economic Association, vol. 65(3), pages 397-417, June.
    9. Ana María Ibánez L. & Christian Jaramillo H., 2006. "Oportunidades de desarrollo económico en el posconflicto: propuesta de política," Coyuntura Económica, Fedesarrollo, December.
    10. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 2.
    11. Judith Favereau, 2016. "On the Analogy between Field Experiments in Economics and Clinical Trials in Medicine," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-02092631, HAL.
    12. Verena Halsmayer, 2014. "From Exploratory Modeling to Technical Expertise: Solow’s Growth Model as a Multipurpose Design," History of Political Economy, Duke University Press, vol. 46(5), pages 229-251, Supplemen.
    13. Judith Favereau, 2016. "On the analogy between field experiments in economics and clinical trials in medicine," Journal of Economic Methodology, Taylor & Francis Journals, vol. 23(2), pages 203-222, June.
    14. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 2.
    15. Sent,Esther-Mirjam, 2006. "The Evolving Rationality of Rational Expectations," Cambridge Books, Cambridge University Press, number 9780521027717, October.
    16. Abhijit V. Banerjee & Rukmini Banerji & Esther Duflo & Rachel Glennerster & Stuti Khemani, 2010. "Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India," American Economic Journal: Economic Policy, American Economic Association, vol. 2(1), pages 1-30, February.
    17. Bjerkholt, Olav, 2015. "Trygve Haavelmo At The Cowles Commission," Econometric Theory, Cambridge University Press, vol. 31(1), pages 1-84, February.
    18. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 4.
    19. Daron Acemoglu & Leopoldo Fergusson & Simon Johnson, 2017. "Population and Civil War," NBER Working Papers 23322, National Bureau of Economic Research, Inc.
    20. Judith Favereau, 2016. "On the Analogy between Field Experiments in Economics and Clinical Trials in Medicine," Post-Print hal-02092631, HAL.
    21. Angela Ambrosino & Mario Cedrini & John B. Davis & Stefano Fiori & Marco Guerzoni & Massimiliano Nuccio, 2018. "What topic modeling could reveal about the evolution of economics," Journal of Economic Methodology, Taylor & Francis Journals, vol. 25(4), pages 329-348, October.
    22. Leopoldo Fergusson & Carlos Molina & James A. Robinson & Juan F. Vargas, 2017. "The Long Shadow of the Past: Political Economy of Regional Inequality in Colombia," Documentos CEDE 15445, Universidad de los Andes, Facultad de Economía, CEDE.
    23. Adriana Camacho, 2008. "Stress and Birth Weight: Evidence from Terrorist Attacks," American Economic Review, American Economic Association, vol. 98(2), pages 511-515, May.
    24. Morgan,Mary S., 2012. "The World in the Model," Cambridge Books, Cambridge University Press, number 9781107002975, October.
    25. Di Tella, Rafael & Edwards, Sebastian & Schargrodsky, Ernesto (ed.), 2010. "The Economics of Crime," National Bureau of Economic Research Books, University of Chicago Press, number 9780226153742, December.
    26. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    27. McAleer, Michael & Veall, Michael R, 1989. "How Fragile Are Fragile Inferences? A Re-evaluation of the Deterrent Effect of Capital Punishment," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 99-106, February.
    28. Adriana Camacho Gonzalez, 2007. "Stress and birth outcomes evidence from terrorist attacks in Colombia," Documentos de Economía 3945, Universidad Javeriana - Bogotá.
    29. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    30. Joel Isaac, 2010. "Tool Shock: Technique and Epistemology in the Postwar Social Sciences," History of Political Economy, Duke University Press, vol. 42(5), pages 133-164, Supplemen.
    31. Hahn, Frank, 1986. "Conversations with Economists: New Classical Economists and Opponents Speak Out on the Current Controversy in Macroeconomics, Arjo Klamer, Totowa, N.J.: Rowman and Allanheld, 1983, 278 pages," Economics and Philosophy, Cambridge University Press, vol. 2(2), pages 275-282, October.
    32. Morgan,Mary S., 2012. "The World in the Model," Cambridge Books, Cambridge University Press, number 9780521176194, October.
    33. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 4.
    34. Alberto Carrasquilla & Arturo Galindo, 2002. "Efectos En Bienestar De La Represión Financiera," Documentos CEDE 2429, Universidad de los Andes, Facultad de Economía, CEDE.
    35. Guillermo Perry, 2013. "Regional Public Goods in Finance, Trade and Infrastructure," Documentos CEDE 11888, Universidad de los Andes, Facultad de Economía, CEDE.
    36. Bernal Raquel, 2003. "Monetary Policy Rules in Colombia," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, March.
    37. Daron Acemoglu & Leopoldo Fergusson & James Robinson & Dario Romero & Juan F. Vargas, 2020. "The Perils of High-Powered Incentives: Evidence from Colombia's False Positives," American Economic Journal: Economic Policy, American Economic Association, vol. 12(3), pages 1-43, August.
    38. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 3.
    39. McManus, Walter S, 1985. "Estimates of the Deterrent Effect of Capital Punishment: The Importance of the Researcher's Prior Beliefs," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 417-425, April.
    40. Felipe Barrera & Ana María Ibáñez, 2004. "Does Violence Reduce Investment In Education?: A Theoretical And Empirical Approach," Documentos CEDE 2382, Universidad de los Andes, Facultad de Economía, CEDE.
    41. Rodrik, Dani, 2008. "The New Development Economics: We Shall Experiment, but How Shall We Learn?," Working Paper Series rwp08-055, Harvard University, John F. Kennedy School of Government.
    42. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 1.
    43. repec:fth:prinin:455 is not listed on IDEAS
    44. Thomas A. Stapleford, 2017. "Historical Epistemology and the History of Economics:Views Through the Lens of Practice," Research in the History of Economic Thought and Methodology, in: Including a Symposium on the Historical Epistemology of Economics, volume 35, pages 113-145, Emerald Group Publishing Limited.
    45. Daron Acemoglu & James A. Robinson & Rafael J. Santos, 2013. "The Monopoly Of Violence: Evidence From Colombia," Journal of the European Economic Association, European Economic Association, vol. 11, pages 5-44, January.
    46. Joshua D. Angrist & Jörn-Steffen Pischke, 2015. "The path from cause to effect: mastering 'metrics," CentrePiece - The magazine for economic performance 442, Centre for Economic Performance, LSE.
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    More about this item

    Keywords

    Quasi-experimental methods; CEDE; microeconometrics; epistemological practices;
    All these keywords.

    JEL classification:

    • B21 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Microeconomics
    • B23 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Econometrics; Quantitative and Mathematical Studies
    • B30 - Schools of Economic Thought and Methodology - - History of Economic Thought: Individuals - - - General
    • B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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