Immigrants, Legal Status, and Illegal Trade

McCully, Brett (2021): Immigrants, Legal Status, and Illegal Trade.

Abstract

Nearly $2 trillion of illegally trafficked goods flow across international borders every year, generating violence and other social costs along the way. Some have controversially linked illegal trafficking to immigrants, especially immigrants without legal status. In this paper, I use novel data on nearly 10,000 confiscations of illegal drugs in Spain to study how immigrants and immigration policy affect the pattern and scale of illegal drug trafficking. To identify the causal effect of immigrants on trafficking, I construct an instrumental variable that interacts variation in total immigrant inflows into Spain across origin countries with the fraction of immigrants inflowing into a province. I find that a 10% increase in the population of immigrants from a given origin country relative to the mean raises the likelihood of illegal importing drugs from that origin country by 0.8 percentage points. Moreover, immigrants without legal status drive illegal drug imports, while authorized immigrants drive exports. To better understand the role of legal status, I exploit an extraordinary regularization of nearly half a million immigrants in 2005. Event study estimates suggest that granting immigrants legal status results in a decline in drug imports.

• Item Type: MPRA Paper
• Language: English
• Keywords: Immigration, Drug Trafficking, Trade, Legal Stutus
• Subjects: F - International Economics > F1 - Trade > F14 - Empirical Studies of Trade; F - International Economics > F2 - International Factor Movements and International Business > F22 - International Migration; J - Labor and Demographic Economics > J1 - Demographic Economics > J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants ; Non-labor Discrimination; K - Law and Economics > K4 - Legal Procedure, the Legal System, and Illegal Behavior > K42 - Illegal Behavior and the Enforcement of Law

References

Abadie, A., M. C. Acevedo, M. Kugler, and J. Vargas (2014). Inside the war on drugs: Effectiveness and unintended consequences of a large illicit crops eradication program in Colombia. Unpublished manuscript.

Akee, R., A. K. Basu, A. Bedi, and N. H. Chau (2014, May). Transnational trafficking, law enforcement, and victim protection: A middleman trafficker’s perspective. Journal of Law and Economics 57, 349–386.

Allen, T., C. Dobbin, and M. Morten (2018). Border walls. No. w25267, National Bureau of Economic Research.

Alvarez, A., J. F. Gamella, and I. Parra (2016). Cannabis cultivation in Spain: A profile of plantations, growers and production systems. International Journal of Drug Policy 37, 70–81.

Andrews, D. W. K. (2002). Generalized method of moments estimation when a parameter is on a boundary. Journal of Business & Economic Statistics 20 (4), 530–544.

Atkin, D. (2013). Trade, tastes, and nutrition in India. American Economic Review 103 (5), 1629–63.

Aziani, A., G. Berlusconi, and L. Giommoni (2019). A quantitative application of enterprise and social embeddedness theories to the transnational trafficking of cocaine in Europe. Deviant Behavior , 1–23.

Becker, G. S. (1968). Crime and punishment: An economic approach. In The Economic Dimensions of Crime, pp. 13–68. Springer.

Bell, B., F. Fasani, and S. Machin (2013). Crime and immigration: Evidence from large immigrant waves. Review of Economics and Statistics 21 (3), 1278–1290.

Berlusconi, G., A. Aziani, and L. Giommoni (2017). The determinants of heroin flows in Europe: A latent space approach. Social Networks 51, 104–117.

Bhagwati, J. and B. Hansen (1973). A theoretical analysis of smuggling. Quarterly Journal of Economics 87, 172–187.

Borjas, G. J. (2003). The labor demand curve is downward sloping: Reexamining the impact of immigration on the labor market. The quarterly journal of economics 118 (4), 1335– 1374.

Bronnenberg, B. J., J.-P. H. Dub ́e, and M. Gentzkow (2012). The evolution of brand preferences: Evidence from consumer migration. American Economic Review 102 (6), 2472–2508.

Burchardi, K. B., T. Chaney, and T. A. Hassan (2019). Migrants, ancestors, and foreign investments. The Review of Economic Studies 86 (4), 1448–1486.

Card, D. (2001). Immigrant inflows, native outflows, and the local labor market impacts of higher immigration. Journal of Labor Economics 19 (1), 22–64.

Castillo, J. C., D. Mejıa, and P. Restrepo (2020). Scarcity without Leviathan: The violenteffects of cocaine supply shortages in the Mexican drug war. Review of Economics and Statistics 102 (2), 269–286.

Cohen, L., U. G. Gurun, and C. Malloy (2017). Resident networks and corporate connections: Evidence from World War II internment camps. The Journal of Finance 72 (1), 207–248.

Combes, P.-P., M. Lafourcade, and T. Mayer (2005). The trade-creating effects of business and social networks: evidence from France. Journal of international Economics 66 (1), 1–29.

Correia, S., P. Guimar ̃aes, and T. Zylkin (2019). Verifying the existence of maximum likelihood estimates for generalized linear models. arXiv preprint arXiv:1903.01633.

Correia, S., P. Guimaraes, and T. Zylkin (2020). Fast poisson estimation with high-dimensional fixed effects. The Stata Journal 20 (1), 95–115.

Cortes, P. (2008). The effect of low-skilled immigration on US prices: evidence from CPI data. Journal of Political Economy 116 (3), 381–422.

Dell, M. (2015). Trafficking networks and the Mexican drug war. American Economic Review 105 (6), 1738–1779.

Dıez Nicol ́as, J. and M. J. Ram ́ırez Lafita (2001). La voz de los inmigrantes. IMSERSO, Ministerio de Trabajo y Asuntos Sociales.

Dobkin, C. and N. Nicosia (2009). The war on drugs: Methamphetamine, public health, and crime. American Economic Review 99 (1), 324–49.

Dube, O., O. Garcia-Ponce, and K. Thom (2016). From maize to haze: Agricultural shocks and the growth of the Mexican drug sector. Journal of the European Economic Association 14 (5), 1181–1224.

Dunlevy, J. A. (2006). The influence of corruption and language on the protrade effect of immigrants: Evidence from the American states. Review of Economics and Statistics 88 (1), 182–186.

Dustmann, C., T. Frattini, and I. P. Preston (2013). The effect of immigration along the distribution of wages. Review of Economic Studies 80 (1), 145–173.

Dustmann, C., U. Sch ̈onberg, and J. Stuhler (2016). The impact of immigration: Why do studies reach such different results? Journal of Economic Perspectives 30 (4), 31–56.

Eaton, J. and S. Kortum (2002). Technology, geography, and trade. Econometrica 70 (5), 1741–1779.

Ehrlich, I. (1973). Participation in illegitimate activities: A theoretical and empirical investigation. Journal of Political Economy 81 (3), 521–565.

Esposito, A. and F. Iturrieta (2017, January 25). Chile’s presidential hopefuls bet on anti-immigrant sentiment. Reuters.

Felbermayr, G., V. Grossmann, and W. Kohler (2015). Migration, international trade, and capital formation: Cause or effect? In Handbook of the Economics of International Migration, Volume 1, pp. 913–1025. Elsevier.

Fisman, R. and S.-J. Wei (2009). The smuggling of art, and the art of smuggling: Uncovering the illicit trade in culteral property and antiques. American Economic Journal: Applied Economics 1, 82–96.

Freedman, M., E. Owens, and S. Bohn (2018). Immigration, employment opportunities, and criminal behavior. American Economic Journal: Economic Policy 10 (2), 117–51.

Friedberg, R. M. (2001). The impact of mass migration on the israeli labor market. The Quarterly Journal of Economics 116 (4), 1373–1408.

Fukumi, S. (2008). Cocaine trafficking in Latin America: EU and US policy responses. Ashgate Publishing, Ltd.

Galvez Iniesta, I. (2020). The size, socio-economic composition and fiscal implications of the irregular immigration in Spain. Unpublished manuscript.

Giommoni, L., A. Aziani, and G. Berlusconi (2017). How do illicit drugs move across countries? a network analysis of the heroin supply to Europe. Journal of Drug Issues 47 (2), 217–240.

Gonzalez-Enrıquez, C. (2009). Undocumented migration: Counting the uncountable. data and trends across europe; country report: Spain. Technical report, report prepared for the research project CLANDESTINO.

Gould, D. M. (1994). Immigrant links to the home country: Empirical implications for US bilateral trade flows. The Review of Economics and Statistics , 302–316.

Grossman, G. M. and C. Shapiro (1988). Foreign counterfeiting of status goods. Quarterly Journal of Economics 103 (1), 79–100.

Head, K. and T. Mayer (2014). Gravity equations: Workhorse, toolkit, and cookbook. In Handbook of international economics, Volume 4, pp. 131–195. Elsevier.

Head, K. and J. Ries (1998). Immigration and trade creation: Econometric evidence from Canada. Canadian Journal of Economics , 47–62.

Kaushal, N. (2006). Amnesty programs and the labor market outcomes of undocumented workers. Journal of Human Resources 41 (3), 631–647.

Kossoudji, S. A. and D. A. Cobb-Clark (2002). Coming out of the shadows: Learning about legal status and wages from the legalized population. Journal of Labor Economics 20 (3), 598–628.

Marsh, K., L. Wilson, and R. Kenehan (2012). The impact of globalization on the UK market for illicit drugs: Evidence from interviews with convicted drug traffickers. In C. C. Storti and P. D. Grauwe (Eds.), Illicit Trade and the Global Economy, CESifo Seminar Series, pp. 159–177. The MIT Press. Mastrobuoni, G. and P. Pinotti (2015).

Legal status and the criminal activity of immigrants. American Economic Journal: Applied Economics 7 (2), 175–206.

Matrix Knowledge Group (2007). The illicit drug trade in the United Kingdom. Technical report, London: Home Office.

Mavrellis, C. (2017). Transnational crime and the developing world. Technical report, Global Financial Integrity.

Mejıa, D., P. Restrepo, and S. V. Rozo (2017). On the effects of enforcement on illegal markets: Evidence from a quasi-experiment in Colombia. The World Bank Economic Review 31 (2), 570–594.

Minnesota Population Center (2019). Integrated public use microdata series, international. https://doi.org/10.18128/D020.V7.2.

Monras, J. (2020). Immigration and wage dynamics: Evidence from the mexican peso crisis. Journal of Political Economy 128 (8), 3017–3089.

Morten, M. and J. Oliveira (2016). The effects of roads on trade and migration: Evidence from a planned capital city. NBER Working Paper 22158, 43.

NDIC (2011, April). The economic impact of illicit drug use on American society. Technical report, U.S. Department of Justice.

OECD (2010). International migration outlook: Sopemi. Pajares, M. (2004). Inmigraci ́on irregular en cataluna. An ́alisis y propuestas. Barcelona: CERES.

Parsons, C. and P.-L. Vezina (2018). Migrant networks and trade: The Vietnamese boat people as a natural experiment. The Economic Journal 128 (612), F210–F234.

Peri, G. and F. Requena-Silvente (2010). The trade creation effect of immigrants: Evidence from the remarkable case of Spain. Canadian Journal of Economics 43 (4), 1433–1459.

Petrin, A. and K. Train (2010). A control function approach to endogeneity in consumer choice models. Journal of marketing research 47 (1), 3–13.

Pinotti, P. (2017). Clicking on heaven’s door: The effect of immigrant legalization on crime. American Economic Review 107 (1), 138–68.

Rauch, J. E. and V. Trindade (2002). Ethnic Chinese networks in international trade. Review of Economics and Statistics 84 (1), 116–130.

Sanrom ́a, E., R. Ramos, and H. Simon (2015). How relevant is the origin of human capital for immigrant wages? evidence from Spain. Journal of Applied Economics 18 (1), 149–172.

Silva, J. S. and S. Tenreyro (2006). The log of gravity. The Review of Economics and Statistics 88 (4), 641–658.

Silva, J. S. and S. Tenreyro (2010). On the existence of the maximum likelihood estimatesin poisson regression. Economics Letters 107 (2), 310–312.

Sim ́on, H., R. Ramos, and E. Sanroma (2014). Immigrant occupational mobility: Longitudinal evidence from Spain. European Journal of Population 30 (2), 223–255.

Solana, J. (2003). Summary of the address by Mr Javier Solana, EU High Representative for Common Foreign and Security Policy to the European Parliament. S0137/03 (Brussels), http://www. consilium.europa.eu/ueDocs/cmsData/docs/pressdata/EN/discours/76240. pdf (accessed July 2, 2020).

Spenkuch, J. L. (2014). Understanding the impact of immigration on crime. American Law and Economics Review 16 (1), 177–219.

Stuart, B. A. and E. J. Taylor (2021). The effect of social connectedness on crime: Evidence from the great migration. Review of Economics and Statistics 103 (1), 18–33.

Thursby, M., R. Jensen, and J. Thursby (1991). Smuggling, camouflaging, and market structure. The Quarterly Journal of Economics 106 (3), 789–814.

Tinbergen, J. (1962). Shaping the world economy; suggestions for an international economic policy.

UNODC (2014). The illicit drug trade through South-Eastern Europe. Technical report, United Nations Office of Drugs and Crime.

UNODC (2017). Methodology – world drug report 2017. Technical report, United Nations, New York, NY.

UNODC (2020a). World drug report, drug supply. Technical report, United Nations, New York, NY.

UNODC (2020b). World drug report, drug use and health consequences. Technical report, United Nations, New York, NY.

Yruela, M. P. and S. Rinken (2005). La Integracion de los Inmigrantes en la Sociedad Andaluza, Volume 22. Editorial CSIC-CSIC Press.