Does corruption promote emigration? An empirical examination
- 627 Downloads
- 9 Citations
Abstract
This paper investigates the effects of corruption on the emigration rate of low-, medium- and high-skilled individuals at the country level. Fixed-effects, system generalized method of moments (GMM) and instrumental variable estimations are used to establish a causal relationship between emigration and corruption. The empirical results indicate that as corruption increases, the emigration rate of high-skilled migrants also increases. The emigration rate of individuals with low and medium levels of educational attainment, however, increases at low levels of corruption and then decreases beyond a threshold of 3.4–4.0, where corruption is measured on a scale of 0 (not corrupt) to 10 (totally corrupt). Splitting the sample by income inequality suggests that increased inequality reduces the ability for medium- and low-skilled migrants to emigrate. Therefore, government action should focus on controlling corruption in order to prevent a brain drain.
Keywords
Corruption Emigration Educational attainmentJEL Classifications
017 05 D78 H2 H11 H26Notes
Acknowledgments
We wish to thank the editor of the journal, Klaus Zimmermann, and four anonymous referees for valuable comments; Karin Hosking for editing the paper and Remco Oostendorp for answering queries regarding the OWW database.
References
- Acemoglu D, Johnson S, Robinson J (2001) The colonial origins of comparative development: an empirical investigation. Am Econ Rev 91:1369–1401CrossRefGoogle Scholar
- Acemoglu D, Johnson S, Robinson J (2005) Institutions as a Fundamental Cause of Economic Growth, Handbook of Economic Growth, Volume 1, Part A, pp. 385–472. ElsevierGoogle Scholar
- Ahlin C, Pang J (2008) Are financial development and corruption control substitutes in promoting growth? J Dev Econ 86:414–433CrossRefGoogle Scholar
- Aidt T (2003) Economic analysis of corruption: a survey. Econ J 113:632–652CrossRefGoogle Scholar
- Arellano M, Bover O (1995) Another look at the instrumental variables estimation of error components models. J Econ 68:29–51CrossRefMATHGoogle Scholar
- Ariu A, Squicciarini P (2013) The balance of brains: corruption and high skilled migration. Catholic University of Louvain, IRES Discussion Paper, 10Google Scholar
- Ariu A, Docquier F, Squicciarini M P (2014) Governance Quality and Net Migration Flows, mimeo 2014Google Scholar
- Beine M, Docquier F, Ozden C (2011) Diasporas. J Dev Econ 95:30–41CrossRefGoogle Scholar
- Bertoli S, Bruker H (2011) Selective immigration policies, migrants’ education and welfare at origin. Econ Lett 113:19–22CrossRefMATHGoogle Scholar
- Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econ 87:115–143CrossRefMATHGoogle Scholar
- Borjas J (1987) Self-selection and the earnings of immigrants. Am Econ Rev 77:531–553Google Scholar
- Brücker H, Capuano S, Marfouk A (2013) Education, Gender and International Migration: Insights from a Panel-Dataset 1980–2010, Norface Research Programme on Migration, Migration: New developments, Spring 2013. Norface Migration, London, pp 31–32Google Scholar
- CEPII (2014) GeoDist dataset, available at: http://www.cepii.fr/CEPII/en/bdd_modele/bdd.asp (retrieved December 2014)
- Chowdhury IA, Haque N, Kamal M, Islam T, Khan M, Islam M, Uddin I (2012) Internal migration and socio-economic status of migrants: a study in Sylhet City, Bangladesh. Am J Hum Ecol 1(4):123–33Google Scholar
- Cooray A (2014) Who remits? An examination of emigration by education level and gender. World Econ 37:1441–1453CrossRefGoogle Scholar
- Curran S, Rivero-Fuentes E (2003) Endangering migrant networks: the case of Mexican migration. Demography 40(2):289–307CrossRefPubMedGoogle Scholar
- de Haas H (2007) Remittances, migration and social development: a conceptual review of the literature. United Research Institute for Social Development, Social Policy and Development Programme Paper No, 34, GenevaGoogle Scholar
- Delavallade C (2006) Corruption and distribution of public spending in developing countries. J Econ Financ 30:222–239CrossRefGoogle Scholar
- Dimant E, Krieger T, Meierrieks D (2013a) The effect of corruption on migration, 1985–2000. App Econ Lett 20:1270–1274CrossRefGoogle Scholar
- Dimant E, Krieger T, Redlin M (2013) A Crook is a Crook . . . But is He Still a Crook Abroad? On the Effect of Immigration on Destination-Country Corruption. CIE Working Paper No. 14Google Scholar
- Dincer O, Gunlap B (2012) Corruption and income inequality in the United States. Contemp Econ Policy 30:283–292CrossRefGoogle Scholar
- Dreher A, Kotsogiannis C, McCorriston S (2008) How do institutions affect corruption and the shadow economy? Int Tax Public Financ 16:773–796CrossRefGoogle Scholar
- Dreher A, Krieger T, Meierrieks D (2011) Hit and (they will) run: the impact of terrorism on migration. Econ Lett 113:42–46CrossRefGoogle Scholar
- Dustmann C, Okatenko A (2014) Out-migration, wealth constraints, and the quality of local amenities. J Dev Econ 110:52–63CrossRefGoogle Scholar
- Faini R, Venturini A (1994) Italian Migration in the Pre-War Period, in Hatton T and Williamson J eds. Migration and the International Labour Market, 1850–1913. RoutledgeGoogle Scholar
- Freeman R, Oostendorp R (2000) Wages Around the World: Pay Across Occupations and Countries, NBER Working Paper No. 8058: http://www.nber.org/oww/ (retrieved December 2014)
- Gould DJ, Amaro-Reyes JA (1983) The Effects of Corruption on Administrative Performance. Illustrations from Developing Countries. World Bank Staff Working Papers, No. 580. World Bank, WashingtonGoogle Scholar
- Grogger J, Hanson GH (2011) Income maximization and the selection and sorting of international migrants. J Dev Econ 95:42–57CrossRefGoogle Scholar
- Gupta S, Davoodi H, Tiongson E (2000) Corruption and the Provision of Health Care and Education Services. IMF Working Paper No. 116. International Monetary Fund, WashingtonGoogle Scholar
- Gupta S, Davoodi H, Alonso-Terme R (2002) Does corruption affect income inequality and poverty? Econ Gov 3(1):23–45CrossRefGoogle Scholar
- Hare D (1999) ‘Push’ versus ‘pull’ factors in migration outflows and returns: determinants of migration status and spell duration among China’s rural population. J Dev Stud 35(3):45–72CrossRefGoogle Scholar
- Hatton TJ, Williamson JG (2003) Demographic and economic pressure on emigration out of Africa. Scand J Econ 105:465–486CrossRefGoogle Scholar
- Ivlevs A (2014) Happiness and the Emigration Decision. IZA World of Labor 96, doi:10.15185/izawol.96Google Scholar
- Jenkins JC (1977) Push/pull in recent Mexican migration to the US. Int Migr Rev 11(2):178–89CrossRefPubMedGoogle Scholar
- Kaiser HF (1960) The application of electronic computers to factor analysis. Educ Psychol Meas 20:141–151CrossRefGoogle Scholar
- Kaufmann D, Kraay A, Zoido-Lobaton P (1999) Governance Matters. World Bank Policy Research Department Working Paper No. 2196. World Bank, WashingtonGoogle Scholar
- Kaufmann D, Kraay A, Mastruzzi M (2013) World Governance Indicators Project. Bank, WorldGoogle Scholar
- Lederman D, Loayza N, Soares R (2005) Accountability and corruption: political institutions matter. Econ Polit 17:1–35CrossRefGoogle Scholar
- Mariani F (2007) Migration as an antidote to rent-seeking? J Dev Econ 84:609–630CrossRefGoogle Scholar
- Massey DS, Basem LC (1992) Determinants of savings, remittances, and spending patterns among US migrants in four Mexican communities. Sociol Inq 2:185–207CrossRefGoogle Scholar
- Massey DS, Arango J, Hugo G, Kouaouci A, Pellegrino A, Taylor JE (1993) Theories of international migration: a review and appraisal. Popul Dev Rev 19:431–466CrossRefGoogle Scholar
- Mauro P (1995) Corruption and growth. Q J Econ 110:681–712CrossRefGoogle Scholar
- Mauro P (1998) Corruption and the composition of government expenditure. J Public Econ 69:263–279CrossRefGoogle Scholar
- Mayda AM (2010) International migration: a panel data analysis of the determinants of bilateral flows. J Popul Econ 23(4):1249–1274CrossRefGoogle Scholar
- Mckenzie D, Rapoport H (2007) Network effects and the dynamics of migration and inequality: theory and evidence from Mexico. J Dev Econ 84:1–24CrossRefGoogle Scholar
- Mendez F, Sepulveda F (2006) Corruption, growth and political regimes: cross country evidence. Eur J Polit Econ 22:82–98CrossRefGoogle Scholar
- Meon P, Weill L (2010) Is corruption an efficient grease? World Dev 38:244–259CrossRefGoogle Scholar
- Nikolova M, Graham C (2015) In Transit: The well-being of migrants from transition and post-transition economies living in advanced countries. J Econ Behav Organ, forthcoming Google Scholar
- Henley and Partners (2014) The Henley and Partners Visa Restrictions Index 2014, available at: https://www.henleyglobal.com/files/download/hvri/HP%20Visa%20Restrictions%20Index%20141101.pdf (retrieved December 2014)
- Pritchett L, Summers LH (1996) Wealthier is healthier. J Hum Resour 31:841–868CrossRefGoogle Scholar
- ICRG Report (2014) ICRG report on methodology, ICRG: London, available at:https://www.prsgroup.com/?pdf_file=http://www.prsgroup.com/wpcontent/uploads/2012/icrgmethodology.pdf (retrieved August 2014)
- Roberts K, Morris M (2003) Fortune, risk and remittances: an application of option theory to participation in village-based migration networks. Int Migr Rev 37(4):1252–81CrossRefGoogle Scholar
- Stark O, Micevska M, Mycielski J (2009) Relative poverty as a determinant of migration: evidence from Poland. Econ Lett 103:119–122CrossRefGoogle Scholar
- Transparency International (2013) Corruption Perceptions Index, available at: http://www.transparency.org/cpi2012/results (retrieved December 2013)
- Treisman D (2007) What have we learnt about the causes of corruption from ten years of cross-national empirical research? Ann Rev Polit Sci 10:211–244CrossRefGoogle Scholar
- Vogler M, Rotte R (2000) The effects of development on migration: theoretical issues and new empirical evidence. J Popul Econ 131(3):485–508CrossRefGoogle Scholar
- Wei S (2001) Corruption in economic transition and development. UNECE Spring Seminar, GenevaGoogle Scholar