Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton

Detalhes bibliográficos
Autor(a) principal: Brackmann Netto, Arthur
Data de Publicação: 2021
Tipo de documento: Tese
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/12/12140/tde-10012022-122433/
Resumo: This thesis joins the recent efforts of econometricians and historians to tell the history of microeconometrics. Because economists mostly do not have any control over the collection of the data they use in their applied analyses, econometrics became a tool of passive observations a concept that epitomizes the accountability of econometrics for nonexperimental data. In the thesis I add to that literature by connecting the rise of program evaluation in the US government with Princeton University. To do so, I discuss how, since the 1950s, economists knew that they cannot intervene in the data they analyze and have to be prepared to deal with any inherent problem of such data. Using biobliometric methods and secondary sources, I argue that microeconometrics emerged from a change in the understanding of passive observations as simultaneity to passive observations as omitted variables. Although this change may seem purely internal to econometrics, I argue that a micro history of US governmental institutions for program evaluation and Princetons Industrial Relations Section is necessary in the history of microeconometrics. I show how, in the 1970s, poverty was on the rise in the United States and economists and econometricians were more concerned with it than with the theoretical and philosophical aspect of passive observations. Within the government, program evaluation went from a qualitative topic in social sciences to a quantitative problem inside economics. In order to analyze this change, the thesis uses natural language processing methodologies, archives from the US government and oral histories of the members of the Office of Economic Opportunity. I then show how program evaluation traveled from the government to Princetons Industrial Relations Section. Looking at the grassroots of the department, I contrast the solutions of two Princeton young scholars to the problem of omitted variables, James Heckmans selection model and Orley Ashenfelters difference-in-differences estimator, to demonstrate that the clash between randomistas and structural modelers is an artifact created after those two solutions to the same problem. Evidence from bibliometrics (using the innovative methodology of related networks), primary and secondary sources demonstrates that the solutions were not concurrent in the early days of omitted variables, and that the present-day clash resulted from a change in the contexts of the two main authors. Finally, using nine interviews conducted with actors in the Industrial Relations Section of the 1970s and 1980s, the thesis analyzes how natural experiments developed gradually inside the department, without revolutions, turns or shifts. The thesis concludes showing how the ordinary business of the academic lives of Ashenfelter and his students ended up transforming economics at large.
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spelling Experiments in the armchair: a history of microeconometrics and program evaluation at PrincetonExperimentos no escritório: uma história da microeconometria e avaliação de programas em PrincetonAvaliação de programasExperimentos naturaisGuerra à pobrezaMicroeconometriaMicroeconometricsNatural experimentsObservações passivasPassive observationsPrincetonPrincetonProgram evaluationWar on povertyThis thesis joins the recent efforts of econometricians and historians to tell the history of microeconometrics. Because economists mostly do not have any control over the collection of the data they use in their applied analyses, econometrics became a tool of passive observations a concept that epitomizes the accountability of econometrics for nonexperimental data. In the thesis I add to that literature by connecting the rise of program evaluation in the US government with Princeton University. To do so, I discuss how, since the 1950s, economists knew that they cannot intervene in the data they analyze and have to be prepared to deal with any inherent problem of such data. Using biobliometric methods and secondary sources, I argue that microeconometrics emerged from a change in the understanding of passive observations as simultaneity to passive observations as omitted variables. Although this change may seem purely internal to econometrics, I argue that a micro history of US governmental institutions for program evaluation and Princetons Industrial Relations Section is necessary in the history of microeconometrics. I show how, in the 1970s, poverty was on the rise in the United States and economists and econometricians were more concerned with it than with the theoretical and philosophical aspect of passive observations. Within the government, program evaluation went from a qualitative topic in social sciences to a quantitative problem inside economics. In order to analyze this change, the thesis uses natural language processing methodologies, archives from the US government and oral histories of the members of the Office of Economic Opportunity. I then show how program evaluation traveled from the government to Princetons Industrial Relations Section. Looking at the grassroots of the department, I contrast the solutions of two Princeton young scholars to the problem of omitted variables, James Heckmans selection model and Orley Ashenfelters difference-in-differences estimator, to demonstrate that the clash between randomistas and structural modelers is an artifact created after those two solutions to the same problem. Evidence from bibliometrics (using the innovative methodology of related networks), primary and secondary sources demonstrates that the solutions were not concurrent in the early days of omitted variables, and that the present-day clash resulted from a change in the contexts of the two main authors. Finally, using nine interviews conducted with actors in the Industrial Relations Section of the 1970s and 1980s, the thesis analyzes how natural experiments developed gradually inside the department, without revolutions, turns or shifts. The thesis concludes showing how the ordinary business of the academic lives of Ashenfelter and his students ended up transforming economics at large.Esta tese tem a intenção de se somar aos esforços recentes de economistas e historiadores em contar a história da microeconometria. Isso acontece por meio de uma narrativa que conecta a ascensão da avaliação de programas no governo dos Estados Unidos e na universidade Princeton. Começando com o fato de que a maioria dos economistas não tem nenhum controle sobre o processo de geração dos dados utilizados em suas análises aplicadas, o argumento se desenrola para destacar o papel dos econometristas como observadores passivos. A análise se desenvolve destacando como esse conceito resume a responsabilidade da econometria por dados não experimentais. A tese narra como, desde a década de 1950, os economistas sabem que não podem intervir nos dados que analisam e devem estar preparados para lidar com qualquer problema inerente à coleta externa de dados. Usando métodos bibliométricos e fontes secundárias, a tese argumenta que a microeconometria emergiu da mudança de compreensão das observações passivas como simultaneidade para as observações passivas como variáveis omitidas. Este argumento holístico é contrastado com uma microhistória das instituições governamentais dos EUA para avaliação de programas e da Seção de Relações Industriais de Princeton. Assim, conta como, na década de 1970, a pobreza estava aumentando nos Estados Unidos e os economistas estavam mais preocupados com ela do que com o aspecto teórico e filosófico das observações passivas. Nas organizações do governo dos Estados Unidos, a avaliação do programa passou de um tema qualitativo nas ciências sociais para um problema quantitativo dentro da economia. A tese segue de perto esse desenvolvimento usando metodologias de processamento de linguagem natural, arquivos do governo dos Estados Unidos e histórias orais de membros do Office of Economic Opportunity. A partir dessa narrativa, a tese mostra como a avaliação de programa sai do governo e vai para o interior de um departamento de economia, mais especificamente a Seção de Relações Industriais de Princeton. Olhando de perto o departamento, a tese contrasta as soluções de dois jovens estudiosos de Princeton para o problema das variáveis omitidas, o modelo de seleção de James Heckman e o estimador de diferenças em diferenças de Orley Ashenfelter, para demonstrar que o confronto entre randomistas e modeladores estruturais é um artifício criado a partir de duas soluções para o mesmo problema. Bibliometria (utilizando a metodologia inovadora de redes relacionadas), evidências primárias e secundárias demonstram que as soluções não eram concorrentes nos primeiros dias de variáveis omitidas, e que a concorrência resultou de uma mudança de contextos dos principais autores. Por fim, ainda de um ponto de vista de dentro do departamento, a partir de nove entrevistas realizadas com atores da Seção de Relações Industriais das décadas de 1970 e 1980, a tese analisa como os experimentos naturais se desenvolveram gradativamente dentro do departamento, sem revoluções ou reviravoltas. A tese conclui mostrando como as tarefas corriqueiras da vida acadêmica de Ashenfelter e seus alunos transformaram a economia.Biblioteca Digitais de Teses e Dissertações da USPDuarte, Pedro GarciaBrackmann Netto, Arthur2021-10-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/12/12140/tde-10012022-122433/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2022-01-21T18:12:02Zoai:teses.usp.br:tde-10012022-122433Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212022-01-21T18:12:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
Experimentos no escritório: uma história da microeconometria e avaliação de programas em Princeton
title Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
spellingShingle Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
Brackmann Netto, Arthur
Avaliação de programas
Experimentos naturais
Guerra à pobreza
Microeconometria
Microeconometrics
Natural experiments
Observações passivas
Passive observations
Princeton
Princeton
Program evaluation
War on poverty
title_short Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
title_full Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
title_fullStr Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
title_full_unstemmed Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
title_sort Experiments in the armchair: a history of microeconometrics and program evaluation at Princeton
author Brackmann Netto, Arthur
author_facet Brackmann Netto, Arthur
author_role author
dc.contributor.none.fl_str_mv Duarte, Pedro Garcia
dc.contributor.author.fl_str_mv Brackmann Netto, Arthur
dc.subject.por.fl_str_mv Avaliação de programas
Experimentos naturais
Guerra à pobreza
Microeconometria
Microeconometrics
Natural experiments
Observações passivas
Passive observations
Princeton
Princeton
Program evaluation
War on poverty
topic Avaliação de programas
Experimentos naturais
Guerra à pobreza
Microeconometria
Microeconometrics
Natural experiments
Observações passivas
Passive observations
Princeton
Princeton
Program evaluation
War on poverty
description This thesis joins the recent efforts of econometricians and historians to tell the history of microeconometrics. Because economists mostly do not have any control over the collection of the data they use in their applied analyses, econometrics became a tool of passive observations a concept that epitomizes the accountability of econometrics for nonexperimental data. In the thesis I add to that literature by connecting the rise of program evaluation in the US government with Princeton University. To do so, I discuss how, since the 1950s, economists knew that they cannot intervene in the data they analyze and have to be prepared to deal with any inherent problem of such data. Using biobliometric methods and secondary sources, I argue that microeconometrics emerged from a change in the understanding of passive observations as simultaneity to passive observations as omitted variables. Although this change may seem purely internal to econometrics, I argue that a micro history of US governmental institutions for program evaluation and Princetons Industrial Relations Section is necessary in the history of microeconometrics. I show how, in the 1970s, poverty was on the rise in the United States and economists and econometricians were more concerned with it than with the theoretical and philosophical aspect of passive observations. Within the government, program evaluation went from a qualitative topic in social sciences to a quantitative problem inside economics. In order to analyze this change, the thesis uses natural language processing methodologies, archives from the US government and oral histories of the members of the Office of Economic Opportunity. I then show how program evaluation traveled from the government to Princetons Industrial Relations Section. Looking at the grassroots of the department, I contrast the solutions of two Princeton young scholars to the problem of omitted variables, James Heckmans selection model and Orley Ashenfelters difference-in-differences estimator, to demonstrate that the clash between randomistas and structural modelers is an artifact created after those two solutions to the same problem. Evidence from bibliometrics (using the innovative methodology of related networks), primary and secondary sources demonstrates that the solutions were not concurrent in the early days of omitted variables, and that the present-day clash resulted from a change in the contexts of the two main authors. Finally, using nine interviews conducted with actors in the Industrial Relations Section of the 1970s and 1980s, the thesis analyzes how natural experiments developed gradually inside the department, without revolutions, turns or shifts. The thesis concludes showing how the ordinary business of the academic lives of Ashenfelter and his students ended up transforming economics at large.
publishDate 2021
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