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Natural Experiments in the Social Sciences
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Book description

This unique book is the first comprehensive guide to the discovery, analysis, and evaluation of natural experiments - an increasingly popular methodology in the social sciences. Thad Dunning provides an introduction to key issues in causal inference, including model specification, and emphasizes the importance of strong research design over complex statistical analysis. Surveying many examples of standard natural experiments, regression-discontinuity designs, and instrumental-variables designs, Dunning highlights both the strengths and potential weaknesses of these methods, aiding researchers in better harnessing the promise of natural experiments while avoiding the pitfalls. Dunning also demonstrates the contribution of qualitative methods to natural experiments and proposes new ways to integrate qualitative and quantitative techniques. Chapters complete with exercises and appendices covering specialized topics such as cluster-randomized natural experiments, make this an ideal teaching tool as well as a valuable book for professional researchers.


‘Dunning has produced a useful and remarkably accessible guide for social scientists of all sorts. I especially like his guide to discovering natural experiments.’

J. D. Angrist - Massachusetts Institute of Technology

‘One of the most exciting developments in contemporary political science is the use of natural experiments to estimate causal effects. In this illuminating and highly readable book, Thad Dunning provides an expert guide to the strengths and weaknesses of this cutting-edge method, demonstrating how researchers can use natural experiments as a powerful tool for causal inference while avoiding common mistakes. I recommend this book to both beginning and experienced researchers.’

Alan S. Gerber - Charles C. and Dorathea S. Dilley Professor of Political Science, Yale University

‘The biggest problem social scientists face is figuring out what causes what. Does economic growth cause peace or is it the other way round? Do people adopt the values of their friends or just gravitate to others that think like them? Most of the time these questions are unanswerable but every now and then there's a chink in nature's armor. A windfall or crisis throws an economy off course, a fire or flood forces people into new social networks. Natural experimentalists seek out such moments to shine a light on underlying orders. But, as Dunning shows, the natural experimentalist's path is treacherous. In this first serious treatment of natural experiments in social science, Dunning sets down standards and shares techniques to help ensure real learning from such rare moments.’

Macartan Humphreys - Columbia University

‘A remarkable synthesis not just of how to do empirical work, but how to do social science. Indispensable.’

James Robinson - David Florence Professor of Government, Harvard University

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Acemoglu, DaronJohnson, SimonRobinson, James A. 2001 The Colonial Origins of Comparative Development: An Empirical InvestigationAmerican Economic Review 91 1369
Achen, Christopher H. 1986
Achen, Christopher H. 2002 Toward a New Political Methodology: Microfoundations and ARTAnnual Review of Political Science 5 423
Angrist, Joshua D. 1990 Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative RecordsAmerican Economic Review 80 313
Angrist, Joshua D. 1990 Errata: Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative RecordsAmerican Economic Review 80 1284
Angrist, JoshuaBettinger, EricBloom, ErikKing, ElizabethMichael, Kremer 2002 Vouchers for Private Schooling in Colombia: Evidence from a Randomized Natural ExperimentAmerican Economic Review 92 1535
Angrist, Joshua D.Bettinger, EricKremer, Michael 2006 Long-Term Educational Consequences of Secondary School Vouchers: Evidence from Administrative Records in ColombiaAmerican Economic Review 96 847
Angrist, Joshua D.Chen, Stacey H. 2011 Schooling and the Vietnam-Era GI Bill: Evidence from the Draft LotteryAmerican Economic Journal: Applied Economics 3 96
Angrist, Joshua D.Chen, Stacey H.Brigham, Frandsen 2010 Did Vietnam Veterans Get Sicker in the 1990s? The Complicated Effects of Military Service on Self-Reported HealthJournal of Public Economics 94 824
Angrist, Joshua D.Evans, William N. 1998 Children and Their Parents’ Labor Supply: Evidence from Exogenous Variation in Family SizeAmerican Economic Review 88 450
Angrist, Joshua D.Imbens, Guido W.Rubin, Donald B. 1996 Identification of Causal Effects Using Instrumental VariablesJournal of the American Statistical Association 91 444
Angrist, Joshua D.Krueger, Alan B. 1991 Does Compulsory School Attendance Affect Schooling and Earnings?Quarterly Journal of Economics 106 979
Angrist, Joshua D.Krueger, Alan B. 2001 Instrumental Variables and the Search for Identification: From Supply and Demand to Natural ExperimentsJournal of Economic Perspectives 15 69
Angrist, Joshua D.Lavy, Victor 1999 Using Maimonides’ Rule to Estimate the Effect of Class Size on Student AchievementQuarterly Journal of Economics 114 533
Angrist, Joshua D.Jörn-Steffen, Pischke 2008 Mostly Harmless Econometrics: An Empiricists’ CompanionPrinceton University Press
Ansolabehere, StephenSnyder, James N.Charles, Stewart 2000 Old Voters, New Voters, and the Personal Vote: Using Redistricting to Measure the Incumbency AdvantageAmerican Journal of Political Science 44 17
Arceneaux, KevinGreen, DonaldGerber, Alan 2006 Comparing Experimental and Matching Methods Using a Large-Scale Voter Mobilization ExperimentPolitical Analysis 14 37
Banerjee, AbhijitIyer, Lakshmi 2005 History, Institutions, and Economic Performance: The Legacy of Colonial Land Tenure Systems in IndiaAmerican Economic Review 95 1190
Bartels, Larry M. 1991 Instrumental and ‘Quasi-Instrumental’ VariablesAmerican Journal of Political Science 35 777
Bell, Robert M.McCaffrey, Daniel F. 2002 Bias Reduction in Standard Errors for Linear Regression with Multi-stage SamplesSurvey Methodology 29 169
Benjamini, YoavHochberg, Yosef 1995 The Control of the False Discovery Rate: A Practical and Powerful Approach to Multiple TestingJournal of the Royal Statistical Society, Series B 57 289
Benjamini, YoavYekutieli, Daniel 2001 The Control of the False Discovery Rate in Multiple Testing under DependencyAnnals of Statistics 29 1165
Bennett, Andrew 2010 Brady, Collier,
Berger, Daniel 2009
Berk, Richard A.Freedman, David A. 2008 On Weighting Regressions by Propensity ScoresEvaluation Review 32 392
Black, S 1999 Do ‘Better’ Schools Matter? Parental Valuation of Elementary EducationQuarterly Journal of Economics 114 577
Blattman, Christopher. 2008 From Violence to Voting: War and Political Participation in UgandaAmerican Political Science Review 103 231
Bloom, Howard S.Orr, Larry L.Bell, Stephen H.Cave, GeorgeDoolittle, FredLin, WinstonBos, Johannes M. 1997 The Benefits and Costs of JTPA Title II-A Programs: Key Findings from the National Job Training Partnership Act StudyJournal of Human Resources 32 549
Boas, Taylor C.Hidalgo, F. Daniel 2011 Controlling the Airwaves: Incumbency Advantage and Community Radio in BrazilAmerican Journal of Political Science 55 869
Boas, Taylor C.Hidalgo, F. DanielRichardson, Neal P. 2011
Bound, JohnJaeger, DavidBaker, Regina 1995 Problems with Instrumental Variables Estimation When the Correlation between the Instruments and the Endogenous Explanatory Variables is WeakJournal of the American Statistical Association 90 443
Bowles, SamuelHerbert, Gintis 2011 A Cooperative Species: Human Reciprocity and Its EvolutionPrinceton University Press
Brady, Henry E. 2008 Causality and Explanation in Social ScienceBox-Steffensmeier, Janet M.Brady, Henry E.Collier, DavidThe Oxford Handbook of Political MethodologyOxford University Press
Brady, Henry E. 2010
Brady, Henry E.David, Collier 2010 Rethinking Social Inquiry: Diverse Tools, Shared StandardsRowman & Littlefield
Brady, Henry E.Collier, DavidJason, Seawright 2010 Brady, Collier,
Brady, Henry E.McNulty, John E. 2011 Turning Out to Vote: The Costs of Finding and Getting to the Polling PlaceAmerican Political Science Review 105 115
Brickman, PhilipRonnie, Janoff-BulmanDan, Coates 1978 Lottery Winners and Accident Victims: Is Happiness RelativeJournal of Personality and Social Psychology 36 917
Brollo, FernandaNannicini, Tommaso 2010
Brollo, FernandaNannicini, TommasoPerotti, RobertoTabellini, Guido 2009
Bronars, Stephen G.Grogger, Jeff. 1994 The Economic Consequences of Unwed Motherhood: Using Twins as a Natural ExperimentAmerican Economic Review 84 1141
Bullock, John G.Ha, Shang E. 2011 Mediation Analysis Is Harder Than It LooksDruckman, James N.Green, Donald P.Kuklinski, James H.Arthur, LupiaCambridge Handbook of Experimental Political ScienceNew YorkCambridge University Press
Burghardt, JohnSchochet, Peter Z.McConnell, SheenaJohnson, TerryGritz, MarkGlazerman, StevenHomrighausen, JohnJackson, Russell H. 2001 Does Job Corps Work? Summary of the National Job Corps StudyResearch and Evaluation 01-J. Washington, DCUS Department of Labor, Employment and Training Administration
Cameron, Samuel 1988 The Economics of Crime Deterrence: A Survey of Theory and EvidenceKyklos 41 301
Campbell, Donald T. 1969 Reforms as ExperimentsAmerican Psychologist 24 409
Campbell, Donald T. 1984 Research Design for Program Evaluation: the Regression-Discontinuity ApproachTrochim, William M. K.Beverly HillsSage Publications
Campbell, Donald T.Boruch, Robert F. 1975 Making the Case for Randomized Assignment to Treatments by Considering the Alternatives: Six Ways in Which Quasi-experimental Evaluations in Compensatory Education Tend to Underestimate EffectsBennett, Carl A.Lumsdaine, Arthur A.Evaluation and Experiment: Some Critical Issues in Assessing Social ProgramsNew YorkAcademic Press
Campbell, Donald T.Ross, H. Laurence 1970 The Connecticut Crackdown on Speeding: Time-Series Data in Quasi-experimental AnalysisTufts, Edward R.The Quantitative Analysis of Social ProblemsReading, MAAddison-Wesley
Campbell, Donald T.Stanley, Julian C. 1966 Experimental and Quasi-experimental Designs for ResearchChicagoRand McNally
Card, David 1995 Using Geographic Variation in College Proximity to Estimate the Return to SchoolingChristofides, L. N.Grant, E. K.Swidinsky, R.Aspects of Labor Market Behaviour: Essays in Honour of John VanderkampUniversity of Toronto Press
Card, DavidDobkin, CarlosMaestas, Nicole 2009 Quarterly Journal of Economics 124 597
Card, DavidKrueger, Alan B. 1994 Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and PennsylvaniaAmerican Economic Review 84 772
Card, DavidLee, David S. 2007 Regression Discontinuity Inference with Specification ErrorJournal of Econometrics 142 655
Caughey, Devin M.Sekhon, Jasjeet S. 2011 Elections and the Regression-Discontinuity Design: Lessons from Close U.S. House Races, 1942–2008Political Analysis 19 385
Chamon, Marcosde Mello, João M. P.Firpo, Sergio 2009
Chattopadhyay, RaghabendraEsther, Duflo 2004 Women as Policy Makers: Evidence from a Randomized Experiment in IndiaEconometrica 72 1409
Clarke, Kevin A. 2005 The Phantom Menace: Omitted Variable Bias in Econometric ResearchConflict Management and Peace Science 22 341
Cogneau, DenisMoradi, Alexander 2011
Collier, David. 2011 Teaching Process Tracing: Examples and Exercises.” Online supplement to David Collier, “Understanding Process TracingPS: Political Science and Politics 44 823
Collier, DavidBrady, Henry E.Jason, Seawright 2010 Brady, Collier,
Conley, DaltonHeerwig, Jennifer A. 2009
Cornfield, J. 1978 Randomization by Group: A Formal AnalysisAmerican Journal of Epidemiology 108 100
Cox, David R. 1958 Planning of ExperimentsNew YorkJohn Wiley & Sons
Cox, Gary W. 1997 Making Votes Count: Strategic Coordination in the World’s Electoral SystemsCambridge University Press
Cox, GaryRosenbluth, FrancesThies, Michael F. 2000 Electoral Rules, Career Ambitions, and Party Structure: Conservative Factions in Japan’s Upper and Lower HousesAmerican Journal of Political Science 44 115
Dahl, Robert A. 1971 Polyarchy: Participation and OppositionNew Haven, CTYale University Press
Dal Bó, ErnestoRossi, Martín 2010
De la O, Ana.Do Conditional Cash Transfers Affect Electoral Behavior? Evidence from a Randomized Experiment in MexicoAmerican Journal of Political Science
De Long, J. BradfordLang, Kevin 1992 Are All Economic Hypotheses FalseJournal of Political Economy 100 1257
De Soto, Hernando 1989 The Other Path: The Economic Answer to TerrorismNew YorkBasic Books
De Soto, Hernando 2000 The Mystery of Capital: Why Capitalism Triumphs in the West and Fails Everywhere ElseNew YorkBasic Books
Deaton, Angus 2009
Deere, DonaldMurphy, Kevin M.Finis, Welch 1995 Sense and Nonsense on the Minimum WageRegulation: The Cato Review of Business and Government 18 47
Dehejia, Rajeev. 2005 Practical Propensity Score Matching: A Reply to Smith and ToddJournal of Econometrics 125 355
Dehejia, Rajeev H.Wahba, Sadek 1999 Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training ProgramsJournal of the American Statistical Association 94 1053
Di Tella, RafaelSebastian, GalianiErnesto, Schargrodsky 2007 The Formation of Beliefs: Evidence from the Allocation of Land Titles to SquattersQuarterly Journal of Economics 122 209
Di Tella, RafaelErnesto, Schargrodsky 2004 Do Police Reduce Crime? Estimates Using the Allocation of Police Forces after a Terrorist AttackAmerican Economic Review 94 115
Diamond, JaredRobinson, James A. 2010 Natural Experiments of HistoryCambridge, MABelknap Press of Harvard University Press
Dobkin, CarlosShabini, Reza 2009 The Long Term Health Effects of Military Service: Evidence from the National Health Interview Survey and the Vietnam Era Draft LotteryEconomic Inquiry 47 69
Doherty, DanielDonald, GreenAlan, Gerber 2005
Doherty, DanielDonald, GreenAlan, Gerber 2006 Personal Income and Attitudes toward Redistribution: A Study of Lottery WinnersPolitical Psychology 27 441
Donner, AllanNicholas, BirkettCarol, Buck 1981 Randomization by Cluster: Sample Size Requirements and AnalysisAmerican Journal of Epidemiology 114 906
Donner, AllanNeil, Klar 1994 Cluster Randomization Trials in Epidemiology: Theory and ApplicationJournal of Statistical Planning and Inference 42 37
Donner, AllanNeil, Klar 2000 Design and Analysis of Cluster Randomization Trials in Health ResearchLondonEdward Arnold
Druckman, James N.Green, Donald P.Kuklinski, James H.Lupia, Arthur 2011 Cambridge Handbook of Experimental Political ScienceNew YorkCambridge University Press
Duflo, Esther. 2001 Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy ExperimentAmerican Economic Review 91 795
Dunning, Thad 2008 Improving Causal Inference: Strengths and Limitations of Natural ExperimentsPolitical Research Quarterly 61 282
Dunning, Thad 2008 Natural and Field Experiments: The Role of Qualitative MethodsQualitative and Multi-method Research 6 17
Dunning, Thad 2008 Model Specification in Instrumental-Variables RegressionPolitical Analysis 16 290
Dunning, Thad 2008 Crude Democracy: Natural Resource Wealth and Political RegimesNew YorkCambridge University Press
Dunning, ThadBrady, Collier, 2010
Dunning, Thad 2010
Dunning, Thad 2011 Department of Political Science, Yale University
Dunning, ThadNilekani, Janhavi 2010
Duverger, Maurice. 1954 Political PartiesLondonMethuen
Eggers, Andrew C.Hainmueller, Jens 2009 MPs for Sale? Estimating Returns to Office in Post-war British PoliticsAmerican Political Science Review 103 513
Eisenberg, DanielRowe, Brian 2009 The Effects of Smoking in Young Adulthood on Smoking Later in Life: Evidence Based on the Vietnam Era Draft LotteryForum for Health Economics & Policy 12 1
Elis, RoyNeil, MalhotraMarc, Meredith 2009 Apportionment Cycles as Natural ExperimentsPolitical Analysis 17 358
Erikson, RobertLaura, Stoker 2011 Caught in the Draft: The Effects of Vietnam Draft Lottery Status on Political AttitudesAmerican Political Science Review 105 221
Evans, William N.Ringel, Jeanne S. 1999 Can Higher Cigarette Taxes Improve Birth Outcomes?Journal of Public Economics 72 135
Fearon, James D.Laitin, David D. 2008 Integrating Qualitative and Quantitative MethodsDavid, CollierBrady, Henry E.Box-Steffensmeier, Janet M.Oxford Handbook of Political MethodologyOxford University Press
Ferraz, ClaudioFinan, Frederico 2008 Exposing Corrupt Politicians: The Effect of Brazil’s Publicly Released Audits on Electoral OutcomesQuarterly Journal of Economics 123 703
Ferraz, ClaudioFinan, Frederico 2010
Fisher, Ronald A. 1951 The Design of ExperimentsLondonOliver and Boyd
Freedman, David. 1983 A Note on Screening Regression EquationsAmerican Statistician 37 152
Freedman, David. 1991 Statistical Models and Shoe LeatherMarsden, Peter V.Sociological Methodology 21 Washington, DCAmerican Sociological Association
Freedman, David. 1999 From Association to Causation: Some Remarks on the History of StatisticsStatistical Science 14 243
Freedman, David. 2006 Statistical Models for Causation: What Inferential Leverage Do They Provide?Evaluation Review 30 691
Freedman, David. 2008 On Regression Adjustments to Experimental DataAdvances in Applied Mathematics 40 180
Freedman, David. 2008 On Regression Adjustments in Experiments with Several TreatmentsAnnals of Applied Statistics 2 176
Freedman, David. 2009 Statistical Models: Theory and PracticeCambridge University Press
Freedman, David.Brady, Collier, 2010
Freedman, David. 2010 Diagnostics Cannot Have Much Power Against General AlternativesFreedman, David A.Collier, DavidSekhon, Jasjeet S.Stark, Philip B.Statistical Models and Causal Inference: A Dialogue with the Social SciencesNew YorkCambridge University Press
Freedman, David A.David, CollierSekhon, Jasjeet S.Stark, Philip B. 2010 Statistical Models and Causal Inference: A Dialogue with the Social SciencesNew YorkCambridge University Press
Freedman, David A.Petitti, Diana B.Robins, James M. 2004 On the Efficacy of Screening for Breast CancerInternational Journal of Epidemiology 33 43
Freedman, DavidPisani, RobertPurves, Roger 2007 StatisticsNew YorkW. W. Norton, Inc
Fujiwara, Thomas. 2009
Fujiwara, Thomas. 2011 A Regression Discontinuity Test of Strategic Voting and Duverger’s LawQuarterly Journal of Political Science 6 197
Fukuyama, Francis 2011 Political Order in EgyptAmerican
Galiani, SebastianRossi, Martín A.Ernesto, Schargrodsky 2011 Conscription and Crime: Evidence from the Argentine Draft LotteryAmerican Economic Journal: Applied Economics 3 119
Galiani, SebastianErnesto, Schargrodsky 2004 The Health Effects of Land TitlingEconomics and Human Biology 2 353
Galiani, SebastianErnesto, Schargrodsky 2010 Property Rights for the Poor: Effects of Land TitlingJournal of Public Economics 94 700
Gardner, JonathanAndrew, Oswald 2001
Gelman, AndrewJennifer, Hill 2007 Data Analysis Using Regression and Multilevel/Hierarchical ModelsNew YorkCambridge University Press
George, Alexander L.Andrew, Bennett 2005 Case Studies and Theory DevelopmentCambridge, MAMIT Press
Gerber, Alan S.Green, Donald P. 2000 The Effects of Canvassing, Direct Mail, and Telephone Contact on Voter Turnout: A Field ExperimentAmerican Political Science Review 94 653
Gerber, Alan S.Green, Donald P. 2008 Field Experiments and Natural ExperimentsJanet, Box-SteffensmeierBrady, Henry E.David, CollierThe Oxford Handbook of Political MethodologyOxford University Press
Gerber, Alan S.Green, Donald P. 2012 Field Experiments: Design, Analysis, and InterpretationNew YorkW. W. Norton & Co
Gerber, Alan S.Kessler, Daniel P.Marc, Meredith 2011 The Persuasive Effects of Direct Mail: A Regression Discontinuity Based ApproachJournal of Politics 73 140
Gerber, Alan S.Neil, Malhotra 2008 Do Statistical Reporting Standards Affect What Is Published? Publication Bias in Two Leading Political Science JournalsQuarterly Journal of Political Science 3 313
Gilligan, Michael J.Sergenti, Ernest J. 2008 Do UN Interventions Cause Peace? Using Matching to Improve Causal InferenceQuarterly Journal of Political Science 3 89
Glazer, AmihaiRobbins, Marc 1985 Congressional Responsiveness to Constituency ChangeAmerican Journal of Political Science 29 259
Goldberg, JackRichards, MargaretAnderson, RobertRodin, Miriam 1991 Alcohol Consumption in Men Exposed to the Military Draft Lottery: A Natural ExperimentJournal of Substance Abuse 3 307
Golden, MiriamPicci, Lucio 2011
Goldthorpe, John H. 2001 Causation, Statistics, and SociologyEuropean Sociological Review 17 1
Gould, Stephen Jay 1996 The Mismeasure of ManNew YorkNorton
Green, Donald P. 2009
Green, Donald P.Gerber, Alan S. 2008 Get Out The Vote: How to Increase Voter TurnoutWashington, DCBrookings Institution Press
Green, Donald P.Ha, Shang E.Bullock, John G. 2010 Enough Already About ‘Black Box’ Experiments: Studying Mediation Is More Difficult Than Most Scholars SupposeAnnals of the American Academy of Political and Social Science 628 200
Green, Donald P.Leong, Terence Y.Kern, Holger L.Alan, GerberLarimer, Christopher W. 2009 Testing the Accuracy of Regression Discontinuity Analysis Using Experimental BenchmarksPolitical Analysis 17 400
Green, Donald P.Shapiro, Ian 1994 Pathologies of Rational Choice Theory: A Critique of Applications in Political ScienceNew Haven, CTYale University Press
Green, Donald P.Daniel, Winik 2010 Using Random Judge Assignments to Estimate the Effects of Incarceration and Probation on Recidivism Among Drug OffendersCriminology 48 357
Green, Tina. 2005
Greene, William H. 2003 Econometric AnalysisUpper Saddle River, NJPrentice Hall
Grofman, BernardBrunell, Thomas L.William, Koetzle 1998 Why Gain in the Senate but Midterm Loss in the House? Evidence from a Natural ExperimentLegislative Studies Quarterly 23 79
Grofman, BernardGriffin, RobertBerry, Gregory 1995 House Members Who Become Senators: Learning from a ‘Natural Experiment.’Legislative Studies Quarterly 20 513
Gruber, Jonathan. 2000 Disability Insurance Benefits and Labor SupplyJournal of Political Economy 108 1162
Guan, MeiGreen, Donald P. 2006 Non-coercive Mobilization in State-Controlled Elections: An Experimental Study in BeijingComparative Political Studies 39 1175
Haber, StephenMenaldo, Victor 2011 Do Natural Resources Fuel Authoritarianism? A Reappraisal of the Resource CurseAmerican Political Science Review 105 1
Hahn, JinyongPetra, ToddVan Der Klaauw, Wilbert 1999
Hahn, JinyongPetra, ToddVan Der Klaauw, Wilbert 2001 Identification and estimation of treatment effects with a regression discontinuity designEconometrica 69 201
Hájek, J 1960 Limiting Distributions in Simple Random Sampling From a Finite PopulationMagyar Tudoanyos Akademia Budapest Matematikai Kutato Intezet Koezlemenyei 5 361
Hansen, Ben B.Jake, Bowers 2009 Attributing Effects to a Cluster-Randomized Get-Out-The-Vote CampaignJournal of the American Statistical Association 104 873
Hearst, NormanNewman, Tom B.Hulley, Stephen B. 1986 Delayed Effects of the Military Draft on Mortality: A Randomized Natural ExperimentNew England Journal of Medicine 314 620
Heckman, James J. 2000 Causal Parameters and Policy Analysis in Economics: A Twentieth Century RetrospectiveQuarterly Journal of Economics 115 45
Heckman, James J.Robb, Richard 1986 Alternative Methods for Solving the Problem of Selection Bias in Evaluating the Impact of Treatments on OutcomesWainer, HowardDrawing Inferences from Self-Selected SamplesNew YorkSpringer-Verlag
Heckman, James J.Sergio, Urzúa 2009
Heckman, James J.Urzúa, Sergio. 2010 Comparing IV with Structural Models: What Simple IV Can and Cannot IdentifyJournal of Econometrics 156 27
Heckman, James J.Urzúa, SergioVytlacil, Edward 2006 Understanding Instrumental Variables in Models with Essential HeterogeneityReview of Economics and Statistics 88 389
Hidalgo, F. Daniel 2010
Hidalgo, F. DanielNaidu, SureshNichter, SimeonRichardson, Neal 2010 Occupational Choices: Economic Determinants of Land InvasionsReview of Economics and Statistics 92 505
Ho, Daniel E.Imai, Kosuke 2008 Estimating Causal Effects of Ballot Order from a Randomized Natural Experiment: California Alphabet Lottery, 1978–2002Public Opinion Quarterly 72 216
Höglund, T 1978 Sampling from a Finite Population: A Remainder Term EstimateScandinavian Journal of Statistics 5 69
Holland, Paul W. 1986 Statistics and Causal InferenceJournal of the American Statistical Association 81 945
Horiuchi, YusakaJun, Saito 2009
Horvitz, D. G.Thompson, D. J. 1952 A Generalization of Sampling without Replacement from a Finite UniverseJournal of the American Statistical Association 47 663
Howell, William G.Wolf, Patrick J.Petersen, Paul E.Campbell, David E. 2000
Humphreys, Macartan. 2011
Hyde, Susan D. 2007 The Observer Effect in International Politics: Evidence from a Natural ExperimentWorld Politics 60 37
Hyde, Susan D. 2010 Experimenting with Democracy Promotion: International Observers and the 2004 Presidential Elections in IndonesiaPerspectives on Politics 8 511
Imai, Kosuke. 2005 Do Get-Out-The-Vote Calls Reduce Turnout? The Importance of Statistical Methods for Field ExperimentsAmerican Political Science Review 99 283
Imai, KosukeKeele, LukeTingley, DustinYamamoto, Teppei 2011 Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational StudiesAmerican Political Science Review 105 765
Imai, KosukeGary, KingStuart, Elizabeth A. 2008 Misunderstandings Among Experimentalists and Observationalists About Causal InferenceJournal of the Royal Statistical Society, Series A (Statistics in Society) 171 481
Imbens, Guido W. 2009
Imbens, Guido W.Angrist, Joshua D. 1994 Identification and Estimation of Local Average Treatment EffectsEconometrica 62 467
Imbens, GuidoKalyanaraman, Karthik 2009
Imbens, Guido W.Thomas, Lemieux 2007 Regression Discontinuity Designs: A Guide to PracticeJournal of Econometrics 142 615
Imbens, GuidoDonald, RubinBruce, Sacerdote 2001 Estimating the Effect of Unearned Income on Labor Supply, Earnings, Savings and Consumption: Evidence from a Survey of Lottery PlayersAmerican Economic Review 91 778
Iyer, Lakshmi 2010 Direct versus Indirect Colonial Rule in India: Long-Term ConsequencesReview of Economics and Statistics 92 693
Jacob, Brian A.Lefgren, Lars 2004 Remedial Education and Student Achievement: A Regression-Discontinuity AnalysisReview of Economics and Statistics 86 226
Jones, Benjamin F.Olken, Benjamin A. 2005 Do Leaders Matter? National Leadership and Growth Since World War IIQuarterly Journal of Economics 120 835
Kennedy, Peter. 1985 A Guide to EconometricsCambridge, MAMIT Press
Khandker, Shahidur R.Koolwal, Gayatri B.Samad, Hussain A. 2010 Handbook on Impact Evaluation: Quantitative Methods and PracticesWashington, DCWorld Bank
King, GaryKeohane, Robert O.Sidney, Verba 1994 Designing Social Inquiry: Scientific Inference in Qualitative ResearchPrinceton University Press
Kish, Leslie 1965 Survey SamplingNew YorkJohn Wiley & Sons
Kling, Jeffrey R. 2006 Incarceration Length, Employment, and EarningsAmerican Economic Review 96 863
Kocher, Matthew Adam. 2007
Kousser, ThadMegan, Mullin 2007 Does Voting by Mail Increase Participation? Using Matching to Analyze a Natural ExperimentPolitical Analysis 15 1
Krasno, Jonathan S.Green, Donald P. 2008 Do Televised Presidential Ads Increase Voter Turnout? Evidence from a Natural ExperimentJournal of Politics 70 245
Krueger, Alan B. 1999 Experimental Estimates of Education Production FunctionsQuarterly Journal of Economics 114 497
Laitin, David. 1986 Hegemony and Culture: Politics and Religious Change among the YorubaUniversity of Chicago Press
Lee, David S. 2008 Randomized Experiments from Non-random Selection in U.S. House ElectionsJournal of Econometrics 142 675
Lee, David S.Lemieux, Thomas 2010 Regression Discontinuity Designs in EconomicsJournal of Economic Literature 48 281
Lerman, Amy. 2008
Levitt, Steven D. 1997 Using Electoral Cycles in Police Hiring to Estimate the Effect of Police on CrimeAmerican Economic Review 87 270
Lieberman, Evan 2005 Nested Analysis as a Mixed-Method Strategy for Comparative ResearchAmerican Political Science Review 99 435
Lindahl, Mikail 2002
Lindquist, E. F. 1940 Statistical Analysis in Educational ResearchBostonHoughton Mifflin
Litschig, StephanMorrison, Kevin 2009
Lyall, Jason. 2009 Does Indiscriminate Violence Incite Insurgent Attacks? Evidence from ChechnyaJournal of Conflict Resolution 53 331
McClellan, MarkMcNeil, Barbara J.Newhouse, Joseph P. 1994 Does More Intensive Treatment of Acute Myocardial Infarction Reduce Mortality?Journal of the American Medical Association 272 859
McCrary, Justin 2007 Testing for Manipulation of the Running Variable in the Regression Discontinuity Design: A Density TestJournal of Econometrics 142 615
MacLean, Lauren M. 2010 Informal Institutions and Citizenship in Rural Africa: Risk and Reciprocity in Ghana and Cote d’IvoireNew YorkCambridge University Press
McNeil, B. J.Pauker, S. G.Sox, H. C.Tversky, A. 1982 On the Elicitation of Preferences for Alternative TherapiesNew England Journal of Medicine 306 1259
Mahoney, James 2010 After KKV: The New Methodology of Qualitative ResearchWorld Politics 62 120
Manacorda, MarcoEdward, MiguelAndrea, Vigorito 2011 Government Transfers and Political SupportAmerican Economic Journal: Applied Economics 3 1
Manski, Charles F. 1995 Identification Problems in the Social SciencesCambridge, MAHarvard University Press
Matsudaira, Jordan D. 2008 Mandatory Summer School and Student AchievementJournal of Econometrics 142 829
Mauldon, JaneMalvin, JanStiles, JonNicosia, NancySeto, Eva 2000
Meredith, Marc 2009 Persistence in Political ParticipationQuarterly Journal of Political Science 4 186
Meredith, MarcMalhotra, Neil 2011 Convenience Voting Can Affect Election OutcomesElection Law Journal 10 227
Middleton, Joel A.Aronow, Peter M. 2011
Miguel, Edward 2004 Tribe or Nation? Nation Building and Public Goods in Kenya versus TanzaniaWorld Politics 56 327
Miguel, EdwardRay, Fisman 2006 Corruption, Norms, and Legal Enforcement: Evidence from Diplomatic Parking TicketsJournal of Political Economy 115 1020
Miguel, EdwardShanker, SatyanathErnest, Sergenti 2004 Economic Shocks and Civil Conflict: An Instrumental Variables ApproachJournal of Political Economy 122 725
Miles, William F. S. 1994 Hausaland Divided: Colonialism and Independence in Nigeria and NigerIthaca, NYCornell University Press
Miles, WilliamRochefort, David 1991 Nationalism versus Ethnic Identity in Sub-Saharan AfricaAmerican Political Science Review 85 393
Morton, Rebecca B.Williams, Kenneth C. 2008 Experimentation in Political ScienceBox-Steffensmeier, JanetBrady, Henry E.David, CollierThe Oxford Handbook of Political MethodologyOxford University Press
Morton, Rebecca B.Williams, Kenneth C. 2010 Experimental Political Science and the Study of Causality: From Nature to the LabNew YorkCambridge University Press
Moulton, Brent R. 1986 Random Group Effects and the Precision of Regression EstimatesJournal of Econometrics 32 385
Neyman, Jerzy SplawaDabrowska, D. M.Speed, T. P. 1990 On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9Statistical Science 5 465
Nickerson, David 2008 Is Voting Contagious? Evidence from Two Field ExperimentsAmerican Political Science Review 102 49
Nilekani, Janhavi. 2010
Paluck, Elizabeth Levy 2008 The Promising Integration of Qualitative Methods and Field ExperimentsQualitative and Multi-method Research 6 23
Permutt, ThomasHebel, J. Richard 1984 A Clinical Trial of the Change in Maternal Smoking and its Effect on Birth WeightJournal of the American Medical Association 251 911
Permutt, ThomasHebel, J. Richard 1989 Simultaneous-Equation Estimation in a Clinical Trial of the Effect of Smoking on Birth WeightBiometrics 45 619
Porter, Jack. 2003
Posner, Daniel N. 2004 The Political Salience of Cultural Difference: Why Chewas and Tumbukas Are Allies in Zambia and Adversaries in MalawiAmerican Political Science Review 98 529
Posner, Daniel N. 2005 Institutions and Ethnic Politics in AfricaCambridge University Press
Powers, D. E.Swinton, S. S. 1984 Effects of Self-Study for Coachable Test-Item TypesJournal of Educational Psychology 76 266
R Development Core Team 2008 R: A Language and Environment for Statistical ComputingVienna, AustriaR Foundation for Statistical Computing
Ramsay, Kristopher W. 2011 Revisiting the Resource Curse: Natural Disasters, the Price of Oil, and DemocracyInternational Organization 65
Richardson, Benjamin Ward 1936 John Snow, M.DThe Asclepiad 4 274
Robinson, GregoryMcNulty, John E.Krasno, Jonathan S. 2009 Observing the Counterfactual? The Search for Political Experiments in NaturePolitical Analysis 17 341
Rosenbaum, Paul R.Rubin, Donald B. 1983 The Central Role of the Propensity Score in Observational Studies for Causal EffectsBiometrika 70 41
Rosenzweig, Mark R.Wolpin, Kenneth I. 2000 Natural ‘Natural Experiments’ in EconomicsJournal of Economic Literature 38 827
Ross, Michael. 2001 Does Oil Hinder Democracy?World Politics 53 325
Rubin, Donald B. 1974 Estimating Causal Effects of Treatments in Randomized and Nonrandomized StudiesJournal of Educational Psychology 66 688
Rubin, Donald B. 1977 Assignment to Treatment on the Basis of a CovariateJournal of Educational Statistics 2 1
Rubin, Donald B. 1978 Bayesian Inference for Causal Effects: The Role of RandomizationAnnals of Statistics 6 34
Rubin, Donald B. 1990 Comment: Neyman (1923) and Causal Inference in Experiments and Observational StudiesStatistical Science 5 472
Samii, CyrusAronow, Peter M. 2012 On Equivalencies between Design-Based and Regression-Based Variance Estimators for Randomized ExperimentsStatistics and Probability Letters 82 365
Seawright, Jason. 2010 Collier, Brady,
Seawright, JasonJohn, Gerring 2008 Case Selection Techniques in Case Study Research: A Menu of Qualitative and Quantitative OptionsPolitical Research Quarterly 61 294
Sekhon, Jasjeet S. 2009 Opiates for the Matches: Matching Methods for Causal InferenceAnnual Review of Political Science 12 487
Sekhon, Jasjeet S.Rocío, Titiunik 2012 When Natural Experiments Are Neither Natural Nor ExperimentsAmerican Political Science Review 106 35
Sherman, LawrenceStrang, Heather 2004 Experimental Ethnography: The Marriage of Qualitative and Quantitative ResearchAnnals of the American Academy of Political and Social Sciences 595 204
Sinclair, BetsyMargaret, McConnellGreen, Donald P. 2011
Skocpol, Theda. 1979 States and Social Revolutions: A Comparative Analysis of France, Russia, and ChinaNew YorkCambridge University Press
Smith, Jeffrey A.Todd, Petra E. 2005 Does Matching Overcome LaLonde’s Critique of Nonexperimental Estimators?Journal of Econometrics 125 305
Snow, John 1965 On the Mode of Communication of CholeraLondonJohn Churchill
Sovey, Allison J.Green, Donald P. 2009 Instrumental Variables Estimation in Political Science: A Readers’ GuideAmerican Journal of Political Science 55 188
Starr, Norton 1997 Nonrandom Risk: The 1970 Draft LotteryJournal of Statistics Education 5
Stasavage, David. 2003 Transparency, Democratic Accountability, and the Economic Consequences of Monetary InstitutionsAmerican Journal of Political Science 47 389
StataCorp 2009 Stata Statistical Software: Release 11College Station, TXStataCorp LP
Stokes, Susan. 2009
Tannenwald, Nina. 1999 The Nuclear Taboo: The United States and the Normative Basis of Nuclear Non-useInternational Organization 53 433
Thistlethwaite, Donald L.Campbell, Donald T. 1960 Regression-Discontinuity Analysis: An Alternative to the Ex-post Facto ExperimentJournal of Educational Psychology 51 309
Titiunik, Rocío. 2009
Titiunik, Rocío 2011
Trochim, William M. K 1984 Research Design for Program Evaluation: the Regression-Discontinuity ApproachBeverly HillsSage Publications
UCLA Department of EpidemiologyLambeth WaterworksBrief History During the Snow Era: 1813–58UCLA Department of 2012
UCLA Department of Epidemiology“Southwark and Vauxhall Water Company.” In Brief History during the Snow Era: 1813–58UCLA Department of 2012
Van Evera, Stephen 1997 Guide to Methods for Students of Political ScienceIthaca, NYCornell University Press
Waldner, DavidKincaid, H.
Wooldridge, Jeffrey M. 2009 Introductory EconometricsCincinnati, OHSouth-Western College Publishing


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