Abstract
We provide the first evidence on the causal effect of border enforcement on the full spatial distribution of Mexican immigrants to the United States. We address the endogeneity of border enforcement with an instrumental variables strategy based on administrative delays in budgetary allocations for border security. We find that 1,000 additional Border Patrol officers assigned to prevent unauthorized migrants from entering a U.S. state decreases that state’s share of Mexican immigrants by 21.9 %. Our estimates imply that if border enforcement had not changed from 1994 to 2011, the shares of Mexican immigrants locating in California and Texas would each be 8 percentage points greater, with all other states’ shares lower or unchanged.
Similar content being viewed by others
Notes
We are grateful to the anonymous referees for helping to clarify our thinking about these issues.
The model includes the choice to remain in the source country as the outside option. However, this choice will be unobserved when using U.S. data, so we focus attention on the case where a migrant is choosing among locations in the destination country.
The leading panel data sets with crossing locations of Mexican migrants—the Mexican Migration Project (MMP) and Survey on Migration at the Northern Border (EMIF-N)—do not meet these criteria. The MMP is not nationally representative, and the EMIF-N surveys migrants on the Mexican side of the border, making it difficult to connect crossing locations to the current spatial distribution of migrants. We use the EMIF-N for data on historical crossing locations, however.
Consequently, summing the index by sector across all destinations (i.e., \( {\displaystyle \sum_k{\upomega}_{ks}{e}_{st}} \)) equals total enforcement in that sector.
Our results are robust to using weights based on time-varying crossing location, where this time variation remains predetermined with respect to enforcement. Results are available in Online Resource 1.
We base this section on discussions with former U.S. Department of Homeland Security officials.
We prefer state to other levels of geographic aggregation, such as the metropolitan statistical area (MSA), because state-years will contain fewer cells with zero immigrants than will alternative geographic units. Passel and Cohn (2010) cautioned against using the CPS and ACS for MSA-level analysis when focusing on unauthorized immigrants. States also leave more scope to control for changing economic conditions because of greater data availability. A few states nonetheless have zero immigrants in a few years of the CPS. We drop these observations and check for robustness to this choice.
See Online Resource 1 for additional details on the consistency and comparability of these data sources.
Given the availability of data on an immigrant’s crossing location and U.S. destination in the EMIF-N, one might reasonably ask why we do not use the EMIF-N to construct our outcome measures in addition to the enforcement weights. We prefer using the CPS (and Census/ACS) for the outcome data because the much larger sample sizes (more than 1.5 million annually in the CPS compared with approximately 15,000 in the EMIF-N) will lead to more accurate measures of population shares. A similar argument applies to the Mexican Migration Project (MMP), which covers only selected Mexican communities, in addition to its relatively smaller sample. See also footnote 4.
National Conference of State Legislatures state laws on immigration are available online (http://www.ncsl.org/research/immigration/state-laws-related-to-immigration-and-immigrants.aspx). Also see Online Resource 1, Section B.
Arizona is chosen as an illustrative example, rather than a representative one. Interior states will not show as strong a correlation between their enforcement index and that of a particular border sector.
For ease of exposition, the enforcement index based on Border Patrol agents is specified in thousands.
First-stage F statistics reported in Table 3 do not correspond exactly to those in column 1 of Table 2 because estimation samples vary as a result of state-years with a zero population share, for which the log population share is undefined. Cells with a zero share also explain the uneven sample sizes across columns. We check the sensitivity of results to exclusion of these observations in Table S4 in Online Resource 1.
To give a better sense of the magnitudes of our estimates, the average change in the enforcement index is 0.017, representing an annual increase of 17 Border Patrol agents assigned to a state. Multiplying this figure by our IV estimate of –0.219 results in a predicted annual decline of 0.37 % in an average state’s Mexican immigrant share. In the average state with a 2 % Mexican immigrant share, this will result in a decline to 1.99 % in one year, or a decline to 1.88 % when compounded over the 17 years of our sample. Our IV estimate implies an elasticity of –0.04 (standard error 0.016) when evaluated at the mean level of enforcement (−0.219 × 0.21 = −0.04); standard error found by the delta method.
In Online Resource 1, we investigate the response of unauthorized immigrants. U.S. government surveys do not ask about immigrants’ legal status. Instead, we use state-level estimates of unauthorized immigrants from Warren and Warren (2013), multiplied by the proportion of immigrants who are Mexican (according to the state-year cell of the CPS panel) to obtain an estimate of a state’s share of unauthorized Mexican immigrants. Our estimates imply that 34 % of Mexican immigrants are unauthorized, which is low compared with Hanson’s (2006:870) estimate of 56 %. Given this discrepancy, the results of this supplemental analysis should be taken with a grain of salt. Nonetheless, we find that the response of unauthorized Mexican immigrants to border enforcement is greater in magnitude than for all Mexican immigrants, as expected.
Another possibility, suggested by an anonymous referee, is that border enforcement induces Mexican immigrants to self-identify as natives in surveys, leading to a spurious increase in the native share. Using native white non-Hispanic share as the dependent variable, we obtain an IV coefficient of –0.06 (with standard error of 0.19), consistent with this explanation. Other explanations are also plausible. For instance, native Hispanics may relocate as a result of inflows of immigrants because employers may see the newly arrived Mexican immigrants as close substitutes.
Online Resource 1 presents results using aggregated data from U.S. Census Department divisions, plus a Mexican border division. Point estimates are substantially smaller in magnitude than their state-level counterparts, suggesting that substitution of migrant destinations within regions in response to enforcement is important. However, 95 % confidence intervals from the state- and division-level analyses generally overlap.
Online Resource 1 presents additional counterfactual results using a range of enforcement coefficient estimates, including using the apprehensions instrument (Table 5, column 3) and halving the preferred point estimate from Table 3, column 1. Although the magnitudes of counterfactual immigrant shares change, the main results remain: California and Texas would have gained migrant share, with all other states losing or experiencing no change.
References
Alves Peña, A. (2009). Locational choices of the legal and illegal: The case of Mexican agricultural workers in the U.S. International Migration Review, 43, 850–880.
Amuedo-Dorantes, C., & Pozo, S. (2014). On the intended and unintended consequences of enhanced U.S. border and interior immigration enforcement: Evidence from Mexican deportees. Demography, 51, 1–25.
Angelucci, M. (2012). US border enforcement and the net flow of Mexican illegal migration. Economic Development and Cultural Change, 60, 311–357.
Bartel, A. P. (1989). Where do the new U.S. immigrants live? Journal of Labor Economics, 7, 371–391.
Bohn, S., Lofstrom, M., & Raphael, S. (2011). Did the 2007 Legal Arizona Workers Act reduce the state’s unauthorized immigrant population? (IZA Discussion Paper No. 5682). Bonn, Germany: Institute for the Study of Labor.
Borger, S., Hanson, G. H., & Roberts, B. (2012, November). The decision to emigrate from Mexico. Paper presented at the annual conference of the Society of Government Economists, Washington, DC.
Borjas, G. J. (1987). Self-selection and the earnings of immigrants. American Economic Review, 77, 531–553.
Borjas, G. J. (2001). Does immigration grease the wheels of the labor market? (Brookings Papers on Economic Activity, No. 1). Washington, DC: The Brookings Institution.
Boushey, G., & Luedtke, A. (2011). Immigrants across the U.S. federal laboratory: Explaining state-level innovation in immigration policy. State Politics & Policy Quarterly, 11, 390–414.
Cadena, B. C. (2013). Native competition and low-skilled immigrant inflows. Journal of Human Resources, 48, 910–944.
Cadena, B. C. (2014). Recent immigrants as labor market arbitrageurs: Evidence from the minimum wage. Journal of Urban Economics, 80, 1–12.
Cadena, B. C., & Kovak, B. (2013). Immigrants equilibrate local labor markets: Evidence from the Great Recession (NBER Working Paper No. 19272). Cambridge, MA: National Bureau of Economic Research.
Card, D., & Lewis, G. (2007). The diffusion of Mexican immigrants during the 1990s: Explanations and impacts. In G. J. Borjas (Ed.), Mexican immigration to the United States (pp. 193–227). Chicago, IL: University of Chicago Press.
Chiquiar, D., & Hanson, G. H. (2005). International migration, self-selection, and the distribution of wages: Evidence from Mexico and the United States. Journal of Political Economy, 113, 239–281.
Cornelius, W. A. (2001). Death at the border: Efficacy and unintended consequences of US immigration control policy. Population and Development Review, 27, 661–685.
Gathmann, C. (2008). Effects of enforcement on illegal markets: Evidence from migrant smuggling along the southwestern border. Journal of Public Economics, 92, 1926–1941.
Hall, M. (2013). Residential integration on the new frontier: Immigrant segregation in established and new destinations. Demography, 50, 1873–1896.
Hall, M., & Stringfield, J. (2014). Undocumented migration and the residential segregation of Mexicans in new destinations. Social Science Research, 47, 61–78.
Hanson, G. H. (2006). Illegal migration from Mexico to the United States. Journal of Economic Literature, 44, 869–924.
Hanson, G. H., Robertson, R., & Spilimbergo, A. (2002). Does border enforcement protect U.S. workers from illegal immigration? Review of Economics and Statistics, 84, 73–92.
Hanson, G. H., & Spilimbergo, A. (1999). Illegal immigration, border enforcement, and relative wages: Evidence from apprehensions at the U.S.-Mexico border. American Economic Review, 89, 1337–1357.
Hernandez-Leon, R., & Zuniga, V. (2000). Making carpet by the mile: The emergence of a Mexican immigrant community in an industrial region of the U.S. historic South. Social Science Quarterly, 81, 49–66.
Hernandez-Leon, R., & Zuniga, V. (2003). Mexican immigrant communities in the South and social capital: The case of Dalton, Georgia. Southern Rural Sociology, 19, 20–45.
Hopkins, D. (2010). Politicized places: Explaining where and when immigrants provoke local opposition. American Political Science Review, 104, 40–60.
Ibarrraran, P., & Lubotsky, D. (2007). Mexican immigration and self-selection: New evidence from the 2000 Mexican census. In G. J. Borjas (Ed.), Mexican immigration to the United States (pp. 159–192). Chicago, IL: University of Chicago Press.
Kossoudji, S. A. (1992). Playing cat and mouse at the U.S.-Mexican border. Demography, 29, 159–180.
Kossoudji, S. A. (2002). Playing cat and mouse at the U.S.-Mexican border. In K. F. Zimmermann & T. K. Bauer (Eds.), The economics of migration. Volume 1: The migration decision and immigration policy (pp. 384–405). Surrey, UK: Edward Elgar Publishing.
Kritz, M., & Nogle, J. (1994). Nativity concentration and internal migration among the foreign-born. Demography, 31, 509–524.
Leach, M., & Bean, F. (2008). The structure and dynamics of Mexican migration to new destinations in the United States. In D. S. Massey (Ed.), New faces in new places: The changing geography of American immigration (pp. 51–74). New York, NY: Russell Sage Foundation.
Lessem, R. (2012). Mexico-US immigration: Effects of wages and border enforcement. Unpublished manuscript, Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA.
Lozano, F. A., & Lopez, M. J. (2013). Border enforcement and selection of Mexican immigrants in the United States. Feminist Economics, 19, 76–110.
Massey, D. S., Alarcon, R., Durand, J., & Gonzalez, H. (1987). Return to Aztlan: The social process of international migration from western Mexico. Berkeley and Los Angeles: University of California Press.
Massey, D. S., Durand, J., & Malone, N. J. (2002). Beyond smoke and mirrors: Mexican immigration in an era of economic integration. New York, NY: Russell Sage Foundation.
Massey, D. S., Goldring, L., & Durand, J. (1994). Continuities in transnational migration: An analysis of nineteen Mexican communities. American Journal of Sociology, 99, 1492–1533.
Munshi, K. (2003). Networks in the modern economy: Mexican migrants in the U.S. labor market. Quarterly Journal of Economics, 118, 549–599.
Orrenius, P. M. (1999). The role of family networks, coyote prices and the rural economy in migration from Western Mexico: 1965–1994 (Working Paper 9910). Dallas: Federal Reserve Bank of Texas.
Orrenius, P. M. (2004). The effect of U.S. border enforcement on the crossing behavior of Mexican migrants. In J. Durand & D. S. Massey (Eds.), Crossing the border: Research from the Mexican Migration Project (pp. 281–298). New York, NY: Russell Sage Foundation.
Orrenius, P. M., & Zavodny, M. (2005). Self-selection among undocumented immigrants from Mexico. Journal of Development Economics, 78, 215–240.
Passel, J. S., & Cohn, D. (2010). U.S. unauthorized immigration flows are down sharply since mid-decade (Report). Washington, DC: Pew Hispanic Center.
Pugatch, T., & Yang, D. (2011). The impact of Mexican immigration on US natives: Evidence from migrant flows driven by rainfall shocks. Unpublished manuscript, Department of Economics, University of Michigan, Ann Arbor, MI.
Rendon, S., & Cuecuecha, A. (2010). International job search: Mexicans in and out of the US. Review of Economics of the Household, 8, 53–82.
Reyes, B. I., Johnson, H. P., & Van Swearingen, R. (2002). Holding the line? The effect of recent border build-up on unauthorized immigration (Report). San Francisco: Public Policy Institute of California.
Roberts, B., Hanson, G., Cornwell, D., & Borger, S. (2010). An analysis of migrant smuggling costs along the southwest border (Working paper). Washington, DC: U.S. Department of Homeland Security, Office of Immigration Statistics.
Scanlon, D. P., Chernew, M., McLaughlin, C., & Solon, G. (2002). The impact of health plan report cards on managed care enrollment. Journal of Health Economics, 21, 19–41.
Simanski, J. F., & Sapp, L. M. (2013). Immigration enforcement actions: 2012 (Annual report). Washington, DC: U.S. Department of Homeland Security, Office of Immigration Statistics.
Singer, A. (2004). The rise of new immigrant gateways. Washington, DC: Brookings Institution.
Singer, A. (2009). The new geography of United States immigration (Technical report). Washington, DC: Brookings Institution.
Sjaastad, L. A. (1962). The costs and returns of human migration. Journal of Political Economy, 70(5), 80–93.
Sorensen, T., & Carrion-Flores, C. (2007). The effects of border enforcement on migrants’ border crossing choices: Diversion or deterrence? Unpublished manuscript, Department of Economics, University of Arizona, Tucson, AZ.
U.S. Department of Homeland Security. (2003). Yearbook of immigration statistics, 2002. Washington, DC: U.S. Government Printing Office.
U.S. Department of Homeland Security. (2013). Budget-in-brief: Fiscal year 2013. Washington, DC: U.S. Department of Homeland Security.
Warren, R., & Warren, J. R. (2013). Unauthorized immigration to the United States: Annual estimates and components of change, by state, 1990 to 2010. International Migration Review, 47, 296–329.
Watson, T. (2013). Enforcement and immigrant location choice (NBER Working Paper No. 19626). Cambridge, MA: National Bureau of Economic Research.
Ziliak, J. P. (1997). Efficient estimation with panel data when instruments are predetermined: An empirical comparison of moment-condition estimators. Journal of Business & Economic Statistics, 15, 419–431.
Zuniga, V., & Hernandez-Leon, R. (Eds.). (2005). New destinations: Mexican immigration in the United States. New York, NY: Russell Sage Foundation.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Online Resource 1
(PDF 577 kb)
Rights and permissions
About this article
Cite this article
Bohn, S., Pugatch, T. U.S. Border Enforcement and Mexican Immigrant Location Choice. Demography 52, 1543–1570 (2015). https://doi.org/10.1007/s13524-015-0416-z
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13524-015-0416-z