IDEAS home Printed from https://ideas.repec.org/p/unm/unumer/2011047.html
   My bibliography  Save this paper

International migration and local employment: analysis of self-selection and earnings in Tajikistan

Author

Listed:
  • Atamanov, Aziz

    (Maastricht Graduate School of Governance, Maastricht University)

  • Berg, Marrit van den

    (Wageningen University, The Netherlands)

Abstract

This paper addresses the issue of self-selection of individuals in international labour migration, non-agricultural and agricultural employment in Tajikistan and its link to earnings from these activities. Unlike most empirical studies, we could attribute selection bias on unobservable characteristics to the allocation of individuals to alternative employment sectors and analyse its impact on earnings abroad and at home. We have found positive selection in migration against local non-agricultural activities and positive selection in local non-agricultural activities against local agricultural activities. This indicates that the most capable individuals with regards to unobservable characteristics choose to migrate, while the somewhat less able choose non-agricultural activities, and individuals with the worst capabilities stay in poorly-paid agricultural activities. Controlling for self-selection, labour income returns to education of migrants and individuals in non-agricultural activities are slightly lower than those from Ordinary Least Squares (OLS).

Suggested Citation

  • Atamanov, Aziz & Berg, Marrit van den, 2011. "International migration and local employment: analysis of self-selection and earnings in Tajikistan," MERIT Working Papers 2011-047, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2011047
    as

    Download full text from publisher

    File URL: https://www.merit.unu.edu/publications/wppdf/2011/wp2011-047.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rosenzweig, Mark R. & Wolpin, Kenneth I., 1988. "Migration selectivity and the effects of public programs," Journal of Public Economics, Elsevier, vol. 37(3), pages 265-289, December.
    2. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    3. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    4. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    5. Dimova, Ralitza & Gang, Ira N., 2007. "Self-selection and wages during volatile transition," Journal of Comparative Economics, Elsevier, vol. 35(3), pages 612-629, September.
    6. SHI, Xiaoping & Heerink, Nico & Qu, Futian, 2007. "Choices between different off-farm employment sub-categories: An empirical analysis for Jiangxi Province, China," China Economic Review, Elsevier, vol. 18(4), pages 438-455.
    7. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    8. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    9. Reardon, Thomas & Berdegue, Julio & Escobar, German, 2001. "Rural Nonfarm Employment and Incomes in Latin America: Overview and Policy Implications," World Development, Elsevier, vol. 29(3), pages 395-409, March.
    10. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    11. 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.
    12. Taylor, J. Edward & Martin, Philip L., 2001. "Human capital: Migration and rural population change," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 9, pages 457-511, Elsevier.
    13. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    14. Lanzona, Leonardo A., 1998. "Migration, self-selection and earnings in Philippine rural communities," Journal of Development Economics, Elsevier, vol. 56(1), pages 27-50, June.
    15. Oded Stark, 1991. "The Migration of Labor," Blackwell Books, Wiley Blackwell, number 1557860300, June.
    16. Sanket Mohapatra & Dilip Ratha & Ani Silwa, 2010. "Outlook for Remittance Flows 2011-12 : Recovery After the Crisis, But Risks Lie Ahead," World Bank Publications - Reports 10907, The World Bank Group.
    17. 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.
    18. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    19. World Bank, 2009. "Tajikistan : Poverty Assessment," World Bank Publications - Reports 3159, The World Bank Group.
    20. Gemechu Ayana Aga & Christian Eigen-Zucchi & Sonia Plaza & Ani Rudra Silwal, 2013. "Migration and Development Brief, No. 20," World Bank Publications - Reports 17020, The World Bank Group.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hiwatari, Masato, 2016. "Social networks and migration decisions: The influence of peer effects in rural households in Central Asia," Journal of Comparative Economics, Elsevier, vol. 44(4), pages 1115-1131.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. C. Duvivier & S. Li & M.-F. Renard, 2013. "Are workers close to cities paid higher nonagricultural wages in rural China?," Applied Economics, Taylor & Francis Journals, vol. 45(30), pages 4308-4322, October.
    2. Aleksandra Anić & Gorana Krstić, 2019. "What Lies Behind The Gender Wage Gap In Serbia?," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 64(223), pages 137-170, October –.
    3. Zheren Wu, 2010. "Self‐selection and Earnings of Migrants: Evidence from Rural China," Asian Economic Journal, East Asian Economic Association, vol. 24(1), pages 23-44, March.
    4. Polachek, Solomon W., 2008. "Earnings Over the Life Cycle: The Mincer Earnings Function and Its Applications," Foundations and Trends(R) in Microeconomics, now publishers, vol. 4(3), pages 165-272, April.
    5. Luis Huesca & Mario Camberos, 2010. "Selection-bias correction based on the multinomial logit: An application to the Mexican labor market," Mexican Stata Users' Group Meetings 2010 08, Stata Users Group.
    6. Jimeno, Juan Francisco & Carrasco, Raquel & Garcia Perez, Jose Ignacio, 2020. "Worker Flows and Wage Dynamics: Estimating Wage Growth Without Composition Effects," CEPR Discussion Papers 15543, C.E.P.R. Discussion Papers.
    7. Damette, Olivier & Delacote, Philippe & Lo, Gaye Del, 2018. "Households energy consumption and transition toward cleaner energy sources," Energy Policy, Elsevier, vol. 113(C), pages 751-764.
    8. Maryia Akulava, 2012. "Choice of Becoming Self-Employed in Belarus: Impact of Monetary Gains," BEROC Working Paper Series 18, Belarusian Economic Research and Outreach Center (BEROC).
    9. Katrin John & Stephan Thomsen, 2014. "Heterogeneous returns to personality: the role of occupational choice," Empirical Economics, Springer, vol. 47(2), pages 553-592, September.
    10. Awal Abdul‐Rahaman & Awudu Abdulai, 2020. "Vertical coordination mechanisms and farm performance amongst smallholder rice farmers in northern Ghana," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 259-280, April.
    11. Sarah Brown & John G. Sessions, 2003. "Earnings, Education, and Fixed‐Term Contracts," Scottish Journal of Political Economy, Scottish Economic Society, vol. 50(4), pages 492-506, September.
    12. SeEun Jung, 2017. "The gender wage gap and sample selection via risk attitudes," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(2), pages 318-335, May.
    13. Masamune Iwasawa & Mitsuo Inada & Seiichi Fukui, 2014. "How Migrant Heterogeneity Influences the Effect of Remittances on Educational Expenditure:Empirical Evidence from the Cambodian Socio-Economic Survey," KIER Working Papers 898, Kyoto University, Institute of Economic Research.
    14. de Brauw, Alan & Rozelle, Scott, 2008. "Migration and household investment in rural China," China Economic Review, Elsevier, vol. 19(2), pages 320-335, June.
    15. Yi CHEN & Sylvie DEMURGER & Martin FOURNIER, 2004. "Différentiels salariaux, segmentation et discrimination à l’égard des femmes sur le marché du travail chinois," Working Papers 200426, CERDI.
    16. Zheren WU, 2008. "Self-selection and Earnings of Migrants: Evidence from Rural China," Discussion Papers in Economics and Business 08-25, Osaka University, Graduate School of Economics.
    17. Dileni Gunewardena & Darshi Abeyrathna & Amalie Ellagala & Kamani Rajakaruna & Shobana Rajendran, 2008. "Glass Ceilings, Sticky Floors or Sticky Doors? A Quantile Regression Approach to Exploring Gender Wage Gaps in Sri Lanka," Working Papers PMMA 2008-04, PEP-PMMA.
    18. Fossen, Frank M. & Büttner, Tobias J.M., 2013. "The returns to education for opportunity entrepreneurs, necessity entrepreneurs, and paid employees," Economics of Education Review, Elsevier, vol. 37(C), pages 66-84.
    19. Guataqui, Juan Carlos & García Suaza, Andrés Felipe & Rodríguez, Mauricio, 2009. "Estimaciones de los determinantes de los ingresos laborales en Colombia con consideraciones diferenciales para asalariados y cuenta propia," Documentos de Trabajo 5756, Universidad del Rosario.
    20. Steven F. Koch & S. Ssekabira Ntege, 2008. "Returns To Schooling: Skills Accumulation Or Information Revelation?," Working Papers 200812, University of Pretoria, Department of Economics.

    More about this item

    Keywords

    international migration; self-selection; earnings; Tajikistan;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:unm:unumer:2011047. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ad Notten (email available below). General contact details of provider: https://edirc.repec.org/data/meritnl.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.