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Endogenous Selection, Migration and Occupation Outcomes for Rural Southern Mexicans

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  • Quinones, Esteban J.

    (University of Wisconsin)

  • Barham, Bradford L.

    (University of Wisconsin)

Abstract

This article integrates theory on migration and labor outcomes--including attention to network effects--and a novel econometric design to explicitly account for the selection-based dimensions of these endogenous relationships. We use a Mixed Nonlinear Endogenous Switching Regression to test the causal hypothesis that migration within Mexico and to the US affects occupation outcomes while also probing the role of endogenous selection. The dataset from Southern rural Mexico contains detailed information on migration, return migration, and occupation outcomes for working-age females and males. Our empirical findings are consistent with previous research that demonstrate heterogeneity in migration selection processes and gendered patterns of community migration networks and labor market outcomes. The value of an endogenous switching approach is highlighted by hypothesis tests that reveal outcomes that cannot be recovered in a standard two-stage sample selection estimation. The first is the negative and statistically significant evidence of endogeneity of migration and occupation for both females and males driven by unobserved heterogeneity, perhaps associated with non-pecuniary motives such as family reunification efforts. The other is unambiguous causal evidence that occupational outcomes are positively influenced by both migration and return migration, especially for females. On average, migration and return migration increase the probability of upward occupational mobility by 55 to 62% for females and 44 to 21% for males.

Suggested Citation

  • Quinones, Esteban J. & Barham, Bradford L., 2018. "Endogenous Selection, Migration and Occupation Outcomes for Rural Southern Mexicans," Staff Paper Series 587, University of Wisconsin, Agricultural and Applied Economics.
  • Handle: RePEc:ecl:wisagr:587
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    1. Seth R. Gitter & Jeremy G. Weber & Bradford L. Barham & Mercedez Callenes & Jessa Lewis Valentine, 2012. "Fair Trade-Organic Coffee Cooperatives, Migration, and Secondary Schooling in Southern Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 48(3), pages 445-463, March.
    2. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-192, February.
    3. Tomas Korpi & Antje Mertens, 2003. "Training Systems and Labor Mobility: A Comparison between Germany and Sweden," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(4), pages 597-617, December.
    4. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    5. Paswel P. Marenya & Christopher B. Barrett, 2009. "State-conditional Fertilizer Yield Response on Western Kenyan Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 991-1006.
    6. Massimiliano Bratti & Alfonso Miranda, 2010. "Non‐pecuniary returns to higher education: the effect on smoking intensity in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 906-920, August.
    7. Stark, Oded & Bloom, David E, 1985. "The New Economics of Labor Migration," American Economic Review, American Economic Association, vol. 75(2), pages 173-178, May.
    8. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    9. Massimiliano Bratti & Alfonso Miranda, 2011. "Endogenous treatment effects for count data models with endogenous participation or sample selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(9), pages 1090-1109, September.
    10. Axel Heitmueller, 2004. "Job Mobility In Britain: Are The Scots Different? Evidence From The Bhps," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(3), pages 329-358, August.
    11. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    12. Gibson, John & McKenzie, David, 2011. "The microeconomic determinants of emigration and return migration of the best and brightest: Evidence from the Pacific," Journal of Development Economics, Elsevier, vol. 95(1), pages 18-29, May.
    13. Ganzeboom, H.B.G. & de Graaf, P.M. & Treiman, D.J. & de Leeuw, J., 1992. "A standard international socio-economic index of occupational status," WORC Paper 92.01.001/1, Tilburg University, Work and Organization Research Centre.
    14. Mark C. Regets & Harriet Orcutt Duleep, 1999. "Immigrants and Human-Capital Investment," American Economic Review, American Economic Association, vol. 89(2), pages 186-191, May.
    15. Rabe-Hesketh, Sophia & Skrondal, Anders & Pickles, Andrew, 2005. "Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects," Journal of Econometrics, Elsevier, vol. 128(2), pages 301-323, October.
    16. Jackline Wahba, 2015. "Selection, selection, selection: the impact of return migration," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(3), pages 535-563, July.
    17. Mckenzie, David & Rapoport, Hillel, 2007. "Network effects and the dynamics of migration and inequality: Theory and evidence from Mexico," Journal of Development Economics, Elsevier, vol. 84(1), pages 1-24, September.
    18. Katz, Eliakim & Stark, Oded, 1986. "Labor Migration and Risk Aversion in Less Developed Countries," Journal of Labor Economics, University of Chicago Press, vol. 4(1), pages 134-149, January.
    19. Steffen Reinhold & Kevin Thom, 2013. "Migration Experience and Earnings in the Mexican Labor Market," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 768-820.
    20. Duleep, Harriet Orcutt & Regets, Mark C., 1997. "The decline in immigrant entry earnings: Less transferable skills or lower ability?," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(Supplemen), pages 189-208.
    21. Lee, Lung-Fei & Trost, Robert P., 1978. "Estimation of some limited dependent variable models with application to housing demand," Journal of Econometrics, Elsevier, vol. 8(3), pages 357-382, December.
    22. Calogero Carletto & Talip Kilic, 2011. "Moving Up the Ladder? The Impact of Migration Experience on Occupational Mobility in Albania," Journal of Development Studies, Taylor & Francis Journals, vol. 47(6), pages 846-869.
    23. Marenya, Paswel Phiri & Barrett, Christopher B., 2009. "The effect of soil quality on fertilizer use rates among smallholder farmers in western Kenya," 2009 Conference, August 16-22, 2009, Beijing, China 51671, International Association of Agricultural Economists.
    24. Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
    25. Jorge Durand & William Kandel & Emilio Parrado & Douglas Massey, 1996. "International migration and development in mexican communities," Demography, Springer;Population Association of America (PAA), vol. 33(2), pages 249-264, May.
    26. Gordon H. Hanson & Ann Harrison, 2022. "Trade Liberalization And Wage Inequality In Mexico," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 3, pages 43-60, World Scientific Publishing Co. Pte. Ltd..
    27. Woodruff, Christopher & Zenteno, Rene, 2007. "Migration networks and microenterprises in Mexico," Journal of Development Economics, Elsevier, vol. 82(2), pages 509-528, March.
    28. Alain de Janvry & Kyle Emerick & Marco Gonzalez-Navarro & Elisabeth Sadoulet, 2015. "Delinking Land Rights from Land Use: Certification and Migration in Mexico," American Economic Review, American Economic Association, vol. 105(10), pages 3125-3149, October.
    29. Stark, Oded & Levhari, David, 1982. "On Migration and Risk in LDCs," Economic Development and Cultural Change, University of Chicago Press, vol. 31(1), pages 191-196, October.
    30. J. Edward Taylor & Alejandro Lopez-Feldman, 2010. "Does Migration Make Rural Households More Productive? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 68-90.
    31. Gordon H Hanson & Craig McIntosh, 2010. "The Great Mexican Emigration," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 798-810, November.
    32. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    33. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    34. Keane, Michael P, 1992. "A Note on Identification in the Multinomial Probit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 193-200, April.
    35. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    36. Paswel P. Marenya & Christopher B. Barrett, 2009. "Soil quality and fertilizer use rates among smallholder farmers in western Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 561-572, September.
    37. Chiswick, Barry R, 1977. "Sons of Immigrants: Are They at an Earnings Disadvantage?," American Economic Review, American Economic Association, vol. 67(1), pages 376-380, February.
    38. Chiswick, Barry R., 1999. "Are Immigrants Favorably Self-Selected? An Economic Analysis," Working Papers 147, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    39. Sara Curran & Estela Rivero-Fuentes, 2003. "Engendering migrant networks: The case of Mexican migration," Demography, Springer;Population Association of America (PAA), vol. 40(2), pages 289-307, May.
    40. John Gibson & David McKenzie & Steven Stillman, 2013. "Accounting for Selectivity and Duration-Dependent Heterogeneity When Estimating the Impact of Emigration on Incomes and Poverty in Sending Areas," Economic Development and Cultural Change, University of Chicago Press, vol. 61(2), pages 247-280.
    41. Robert Kaestner & Ofer Malamud, 2014. "Self-Selection and International Migration: New Evidence from Mexico," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 78-91, March.
    42. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    43. Harriet Duleep & Mark Regets, 1997. "Measuring immigrant wage growth using matched CPS files," Demography, Springer;Population Association of America (PAA), vol. 34(2), pages 239-249, May.
    44. Keith O. Fuglie & Darrell J. Bosch, 1995. "Economic and Environmental Implications of Soil Nitrogen Testing: A Switching-Regression Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 891-900.
    45. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer;The Psychometric Society, vol. 69(2), pages 167-190, June.
    46. LaLonde, Robert J & Topel, Robert H, 1991. "Immigrants in the American Labor Market: Quality, Assimilation, and Distributional Effects," American Economic Review, American Economic Association, vol. 81(2), pages 297-302, May.
    47. Barry Chiswick, 1999. "Are Immigrants Favorably Self-Selected?," American Economic Review, American Economic Association, vol. 89(2), pages 181-185, May.
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