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A dynamic double hurdle model for remittances: evidence from Germany

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  • Bettin, Giulia
  • Lucchetti, Riccardo
  • Pigini, Claudia

Abstract

In the last thirty years, migrant remittances have become a stable source of external finance for developing countries. In this paper, we investigate whether aggregate persistence can be traced back to individual remitting behaviour, as a result of migrants’ intertemporal choices. We propose a dynamic random-effects double hurdle model based on micro data from the German Socio-Economic Panel dataset. Our results show that there is significant state dependence in remitting behaviour, but in steady-state neither the probability to remit nor the transferred amounts are particularly large, thus suggesting that long-term intertemporal planning is rather sporadic. On these grounds, the medium-long term counterbalancing effect of remittances on the brain drain appears to be weak.

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  • Bettin, Giulia & Lucchetti, Riccardo & Pigini, Claudia, 2018. "A dynamic double hurdle model for remittances: evidence from Germany," Economic Modelling, Elsevier, vol. 73(C), pages 365-377.
  • Handle: RePEc:eee:ecmode:v:73:y:2018:i:c:p:365-377
    DOI: 10.1016/j.econmod.2018.04.012
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    1. Bettin, Giulia & Lucchetti, Riccardo & Zazzaro, Alberto, 2012. "Endogeneity and sample selection in a model for remittances," Journal of Development Economics, Elsevier, vol. 99(2), pages 370-384.
    2. Gayle, George-Levi & Viauroux, Christelle, 2007. "Root-N consistent semiparametric estimators of a dynamic panel-sample-selection model," Journal of Econometrics, Elsevier, vol. 141(1), pages 179-212, November.
    3. Albert Bollard & David McKenzie & Melanie Morten & Hillel Rapoport, 2011. "Remittances and the Brain Drain Revisited: The Microdata Show That More Educated Migrants Remit More," The World Bank Economic Review, World Bank, vol. 25(1), pages 132-156, May.
    4. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2010. "Persistence of Innovation in Dutch Manufacturing: Is It Spurious?," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 495-504, August.
    5. Arusha Cooray & Nabamita Dutta & Sushanta Mallick, 2016. "Does female human capital formation matter for the income effect of remittances? Evidence from developing countries," Oxford Development Studies, Taylor & Francis Journals, vol. 44(4), pages 458-478, October.
    6. Laetitia Duval & Francois-Charles Wolff, 2010. "Remittances matter: longitudinal evidence from Albania," Post-Communist Economies, Taylor & Francis Journals, vol. 22(1), pages 73-97.
    7. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    8. Thomas Bauer & Mathias Sinning, 2011. "The savings behavior of temporary and permanent migrants in Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(2), pages 421-449, April.
    9. John P. Haisken-DeNew & Markus H. Hahn, 2010. "PanelWhiz: Efficient Data Extraction of Complex Panel Data Sets - An Example Using the German SOEP," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 130(4), pages 643-654.
    10. repec:dau:papers:123456789/14964 is not listed on IDEAS
    11. Mathias Sinning, 2011. "Determinants of savings and remittances: empirical evidence from immigrants to Germany," Review of Economics of the Household, Springer, vol. 9(1), pages 45-67, March.
    12. Rob Alessie & Stefan Hochguertel & Arthur van Soest, 2004. "Ownership of Stocks and Mutual Funds: A Panel Data Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 783-796, August.
    13. Elke Holst & Andrea Schäfer & Mechthild Schrooten, 2010. "Gender, Transnational Networks and Remittances: Evidence from Germany," SOEPpapers on Multidisciplinary Panel Data Research 296, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. John Connell & Richard P.C. Brown (ed.), 2015. "Migration and Remittances," Books, Edward Elgar Publishing, number 15996.
    15. Laetitia Duval & Francois-Charles Wolff, 2010. "Remittances matter: longitudinal evidence from Albania," Post-Communist Economies, Taylor & Francis Journals, vol. 22(1), pages 73-97.
    16. Rapoport, Hillel & Docquier, Frederic, 2006. "The Economics of Migrants' Remittances," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 17, pages 1135-1198, Elsevier.
    17. Giulia Bettin & Riccardo Lucchetti, 2016. "Steady streams and sudden bursts: persistence patterns in remittance decisions," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(1), pages 263-292, January.
    18. Anastasia Semykina & Jeffrey M. Wooldridge, 2013. "Estimation of dynamic panel data models with sample selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 47-61, January.
    19. Mduduzi Biyase & Fiona Tregenna, 2016. "Determinants of remittances in South Africa," SALDRU Working Papers 176, Southern Africa Labour and Development Research Unit, University of Cape Town.
    20. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    21. Catia Batista & Janis Umblijs, 2016. "Do migrants send remittances as a way of self-insurance?," Oxford Economic Papers, Oxford University Press, vol. 68(1), pages 108-130.
    22. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    23. Dustmann, Christian & Mestres, Josep, 2010. "Remittances and temporary migration," Journal of Development Economics, Elsevier, vol. 92(1), pages 62-70, May.
    24. Lucas, Robert E B & Stark, Oded, 1985. "Motivations to Remit: Evidence from Botswana," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 901-918, October.
    25. Mathias Czaika & John Spray, 2013. "Drivers and Dynamics of Internal and International Remittances," Journal of Development Studies, Taylor & Francis Journals, vol. 49(10), pages 1299-1315, October.
    26. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
    27. Alpaslan Akay, 2012. "Finite‐sample comparison of alternative methods for estimating dynamic panel data models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(7), pages 1189-1204, November.
    28. Hoddinott, John, 1992. "Modelling Remittance Flows in Kenya," Journal of African Economies, Centre for the Study of African Economies, vol. 1(2), pages 206-232, August.
    29. Ekaterini Kyriazidou, 2001. "Estimation of Dynamic Panel Data Sample Selection Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 543-572.
    30. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    31. Elke Holst & Andrea Schäfer & Mechthild Schrooten, 2012. "Gender and Remittances: Evidence from Germany," Feminist Economics, Taylor & Francis Journals, vol. 18(2), pages 201-229, May.
    32. Banerjee, Biswajit, 1984. "The probability, size and uses of remittances from urban to rural areas in India," Journal of Development Economics, Elsevier, vol. 16(3), pages 293-311, December.
    33. Jamal Bouoiyour & Amal Miftah, 2015. "Why do migrants remit? Testing hypotheses for the case of Morocco," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-20, December.
    34. Kakhkharov, Jakhongir & Akimov, Alexandr & Rohde, Nicholas, 2017. "Transaction costs and recorded remittances in the post-Soviet economies: Evidence from a new dataset on bilateral flows," Economic Modelling, Elsevier, vol. 60(C), pages 98-107.
    35. Cox, Donald & Eser, Zekeriya & Jimenez, Emmanuel, 1998. "Motives for private transfers over the life cycle: An analytical framework and evidence for Peru," Journal of Development Economics, Elsevier, vol. 55(1), pages 57-80, February.
    36. Poirine, Bernard, 1997. "A theory of remittances as an implicit family loan arrangement," World Development, Elsevier, vol. 25(4), pages 589-611, January.
    37. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    38. 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.
    39. Elke Holst & Andrea Schäfer & Mechthild Schrooten, 2011. "Remittances and Gender: Theoretical Considerations and Empirical Evidence," Discussion Papers of DIW Berlin 1099, DIW Berlin, German Institute for Economic Research.
    40. Freund, Caroline & Spatafora, Nikola, 2008. "Remittances, transaction costs, and informality," Journal of Development Economics, Elsevier, vol. 86(2), pages 356-366, June.
    41. Jones, Andrew M, 1989. "A Double-Hurdle Model of Cigarette Consumption," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 23-39, Jan.-Mar..
    42. Aísa, R. & Andaluz, J. & Larramona, G., 2011. "How does bargaining power affect remittances?," Economic Modelling, Elsevier, vol. 28(1), pages 47-54.
    43. Hoddinott, John, 1994. "A Model of Migration and Remittances Applied to Western Kenya," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 459-476, July.
    44. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    45. repec:dau:papers:123456789/10842 is not listed on IDEAS
    46. Merkle, Lucie & Zimmermann, Klaus F., 1992. "Savings, remittances, and return migration," Economics Letters, Elsevier, vol. 38(1), pages 77-81, January.
    47. Elke Holst & Andrea Schäfer & Mechthild Schrooten, 2008. "Gender, Migration, Remittances: Evidence from Germany," Discussion Papers of DIW Berlin 800, DIW Berlin, German Institute for Economic Research.
    48. Flore Gubert, 2002. "Do Migrants Insure Those who Stay Behind? Evidence from the Kayes Area (Western Mali)," Oxford Development Studies, Taylor & Francis Journals, vol. 30(3), pages 267-287.
    49. Agarwal, Reena & Horowitz, Andrew W., 2002. "Are International Remittances Altruism or Insurance? Evidence from Guyana Using Multiple-Migrant Households," World Development, Elsevier, vol. 30(11), pages 2033-2044, November.
    50. Funkhouser, Edward, 1995. "Remittances from International Migration: A Comparison of El Salvador and Nicaragua," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 137-146, February.
    51. Richard P.C. Brown & Gareth Leeves & Prabha Prayaga, 2014. "Sharing Norm Pressures and Community Remittances: Evidence from a Natural Disaster in the Pacific Islands," Journal of Development Studies, Taylor & Francis Journals, vol. 50(3), pages 383-398, March.
    52. Catalina Amuedo-Dorantes & Susan Pozo, 2006. "Remittances as insurance: evidence from Mexican immigrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 19(2), pages 227-254, June.
    53. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Migration; Remittances; State dependence; Double hurdle; Intertemporal choices;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions

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