Bartik Instruments: What, When, Why, and How

The Bartik instrument is formed by interacting local industry shares and national industry growth rates. We show that the typical use of a Bartik instrument assumes a pooled exposure research design, where the shares measure differential exposure to common shocks, and identification is based on exogeneity of the shares. Next, we show how the Bartik instrument weights each of the exposure designs. Finally, we discuss how to assess the plausibility of the research design. We illustrate our results through two applications: estimating the elasticity of labor supply, and estimating the elasticity of substitution between immigrants and natives. (JEL C51, F14, J15, J22, L60, R23, R32)

[1]  Isaiah Andrews On the structure of IV estimands , 2019, Journal of Econometrics.

[2]  E. Oster Unobservable Selection and Coefficient Stability: Theory and Evidence , 2019 .

[3]  David Card,et al.  The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives , 2018, Interdisciplinary Perspectives on the New Immigration.

[4]  David A. Jaeger,et al.  A Cautionary Tale of Evaluating Identifying Assumptions: Did Reality TV Really Cause a Decline in Teenage Childbearing? , 2018, Journal of Business & Economic Statistics.

[5]  M. Kolesár,et al.  Shift-Share Designs: Theory and Inference , 2018, The Quarterly Journal of Economics.

[6]  Peter Hull,et al.  Quasi-Experimental Shift-Share Research Designs , 2018, The Review of economic studies.

[7]  C. Barrett,et al.  Revisiting the Effect of Food Aid on Conflict: A Methodological Caution , 2017 .

[8]  P. Levine,et al.  Media Influences on Social Outcomes: The Impact of MTV’s 16 and Pregnant on Teen Childbearing. , 2015, The American economic review.

[9]  E. Rossi-Hansberg,et al.  Commuting, Migration and Local Employment Elasticities , 2015, American Economic Review.

[10]  Taylor D. Nadauld,et al.  Credit Supply and the Rise in College Tuition: Evidence from the Expansion in Federal Student Aid Programs , 2015, The Review of Financial Studies.

[11]  Magne Mogstad,et al.  Field of Study, Earnings, and Self-Selection , 2014 .

[12]  Matthew Gentzkow,et al.  Measuring the Sensitivity of Parameter Estimates to Estimation Moments , 2014 .

[13]  M. Greenstone,et al.  Do Credit Market Shocks Affect the Real Economy? Quasi-Experimental Evidence from the Great Recession and 'Normal' Economic Times , 2014 .

[14]  Fernando V. Ferreira,et al.  Causal Inference in Urban and Regional Economics , 2014 .

[15]  Nancy Qian,et al.  US Food Aid and Civil Conflict , 2014 .

[16]  B. Kovak Regional Effects of Trade Reform: What Is the Correct Measure of Liberalization? , 2013 .

[17]  Stanislav Anatolyev Instrumental Variables Estimation and Inference in the Presence of Many Exogenous Regressors , 2013 .

[18]  Paul Beaudry,et al.  Does Industrial Composition Matter for Wages? A Test of Search and Bargaining Theory , 2012 .

[19]  Raj Chetty,et al.  Identification and Inference With Many Invalid Instruments , 2011 .

[20]  Julio. Rotemberg,et al.  Instrument Variable Estimation of Misspecified Models , 2011 .

[21]  P. Topalova Factor Immobility and Regional Impacts of Trade Liberalization Evidence on Poverty from India , 2010, SSRN Electronic Journal.

[22]  Norman R. Swanson,et al.  Testing Overidentifying Restrictions with Many Instruments and Heteroskedasticity , 2010 .

[23]  Norman R. Swanson,et al.  Instrumental Variable Estimation with Heteroskedasticity and Many Instruments , 2009 .

[24]  Joshua D. Angrist,et al.  Mostly Harmless Econometrics: An Empiricist's Companion , 2008 .

[25]  Peter E. Rossi,et al.  Plausibly Exogenous , 2008, Review of Economics and Statistics.

[26]  J. Jensen,et al.  Tradable Services: Understanding the Scope and Impact of Services Offshoring , 2006 .

[27]  Alastair R. Hall,et al.  Generalized Method of Moments , 2005 .

[28]  Christian Hansen,et al.  The Reduced Form: A Simple Approach to Inference with Weak Instruments , 2005 .

[29]  Daron Acemoglu,et al.  Market Size in Innovation: Theory and Evidence from the Pharmaceutical Industry , 2003 .

[30]  David H. Autor,et al.  The Rise in the Disability Rolls and the Decline in Unemployment , 2003 .

[31]  Christopher R. Taber,et al.  Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools , 2000, Journal of Political Economy.

[32]  J. Currie,et al.  Saving Babies: The Efficacy and Cost of Recent Changes in the Medicaid Eligibility of Pregnant Women , 1996, Journal of Political Economy.

[33]  H. Holzer,et al.  Demand Shifts, Population Adjustments, and Labor Market Outcomes during the 1980s , 1996, Journal of Labor Economics.

[34]  J. Angrist,et al.  Two-Stage Least Squares Estimation of Average Causal Effects in Models with Variable Treatment Intensity , 1995 .

[35]  J. Angrist,et al.  Jackknife Instrumental Variables Estimation , 1995 .

[36]  J. Angrist,et al.  Identification and Estimation of Local Average Treatment Effects , 1994 .

[37]  H. Herzog Who Benefits from State and Local Economic Development Policies , 1992 .

[38]  David Card The Impact of the Mariel Boatlift on the Miami Labor Market , 1989 .

[39]  Richard B. Freeman,et al.  An Empirical Analysis of the Fixed Coefficient 'Manpower Requirements' Model, 1960-1970 , 1979 .

[40]  J. Sargan THE ESTIMATION OF ECONOMIC RELATIONSHIPS USING INSTRUMENTAL VARIABLES , 1958 .

[41]  H. Perloff INTERRELATIONS OF STATE INCOME AND INDUSTRIAL STRUCTURE , 1957 .

[42]  T. W. Anderson,et al.  The Asymptotic Properties of Estimates of the Parameters of a Single Equation in a Complete System of Stochastic Equations , 1950 .

[43]  David A. Jaeger SHIFT-SHARE INSTRUMENTS AND DYNAMIC ADJUSTMENTS: THE CASE OF IMMIGRATION , 2018 .

[44]  S. Raphael,et al.  Immigration and Inequality , 2009 .

[45]  Lawrence F. Katz,et al.  Regional Evolutions , 2007 .

[46]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[47]  Gordon H. Hanson,et al.  Massachusetts Institute of Technology Department of Economics Working Paper Series the China Syndrome: Local Labor Market Effects of Import Competition in the United States the China Syndrome: Local Labor Market Effects of Import Competition in the United States * , 2022 .