Advanced Search
MyIDEAS: Login to save this article or follow this journal

Endogeneity and sample selection in a model for remittances

Contents:

Author Info

  • Bettin, Giulia
  • Lucchetti, Riccardo
  • Zazzaro, Alberto

Abstract

We estimate a remittance model in which we address endogeneity and reverse causality relationships between immigrants' remittances, pre-transfer income and consumption. In order to take into account the fact that a large share of individuals do not remit, instrumental variable variants of the double-hurdle and Heckit selection models are proposed and estimated by Limited Information ML; semiparametric extensions are considered as robustness checks. Our results for a sample of recent immigrants to Australia show that endogeneity is substantial and that estimates obtained by the methods previously employed in the literature may be misleading if given a behavioral interpretation.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.sciencedirect.com/science/article/pii/S0304387812000314
Download Restriction: Full text for ScienceDirect subscribers only

As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

Bibliographic Info

Article provided by Elsevier in its journal Journal of Development Economics.

Volume (Year): 99 (2012)
Issue (Month): 2 ()
Pages: 370-384

as in new window
Handle: RePEc:eee:deveco:v:99:y:2012:i:2:p:370-384

Contact details of provider:
Web page: http://www.elsevier.com/locate/devec

Related research

Keywords: Remittances; Migration; Selection models;

Other versions of this item:

Find related papers by JEL classification:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. Hatton, Timothy J. & Williamson, Jeffrey G., 1998. "The Age of Mass Migration: Causes and Economic Impact," OUP Catalogue, Oxford University Press, number 9780195116519, September.
  2. Albert Bollard & David McKenzie & Melanie Morten & Hillel Rapoport, 2011. "Remittances and the Brain Drain Revisited: The Microdata Show That More Educated Migrants Remit More," World Bank Economic Review, World Bank Group, vol. 25(1), pages 132-156, May.
  3. Esteves, Rui & Khoudour-Castéras, David, 2011. "Remittances, capital flows and financial development during the mass migration period, 1870–1913," European Review of Economic History, Cambridge University Press, vol. 15(03), pages 443-474, December.
  4. Jones, Andrew M, 1992. "A Note on Computation of the Double-Hurdle Model with Dependence with an Application to Tobacco Expenditure," Bulletin of Economic Research, Wiley Blackwell, vol. 44(1), pages 67-74, January.
  5. Christian Dustmann & Josep Mestres, 2009. "Remittances and Temporary Migration," CReAM Discussion Paper Series 0909, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London.
  6. Ahn, Hyungtaik & Powell, James L., 1993. "Semiparametric estimation of censored selection models with a nonparametric selection mechanism," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 3-29, July.
  7. HwaJung Choi, 2007. "Are Remittances Insurance? Evidence from Rainfall Shocks in the Philippines," World Bank Economic Review, World Bank Group, vol. 21(2), pages 219-248, May.
  8. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Oxford University Press, vol. 70(1), pages 33-58.
  9. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, 04.
  10. Klein, Roger W & Spady, Richard H, 1993. "An Efficient Semiparametric Estimator for Binary Response Models," Econometrica, Econometric Society, vol. 61(2), pages 387-421, March.
  11. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-54, July.
  12. Kaivan Munshi, 2003. "Networks In The Modern Economy: Mexican Migrants In The U.S. Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 118(2), pages 549-599, May.
  13. Brown, Richard P. C., 1997. "Estimating remittance functions for Pacific Island Migrants," World Development, Elsevier, vol. 25(4), pages 613-626, January.
  14. Blundell, Richard & Ham, John & Meghir, Costas, 1987. "Unemployment and Female Labour Supply," Economic Journal, Royal Economic Society, vol. 97(388a), pages 44-64, Supplemen.
  15. Whitney K. Newey, 2009. "Two-step series estimation of sample selection models," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages S217-S229, 01.
  16. Bauer, Thomas K. & Epstein, Gil S. & Gang, Ira N., 2002. "Enclaves, Language and the Location Choice of Migrants," IZA Discussion Papers 558, Institute for the Study of Labor (IZA).
  17. Ana Cardoso & Elsa Fontainha & Chiara Monfardini, 2010. "Children’s and parents’ time use: empirical evidence on investment in human capital in France, Germany and Italy," Review of Economics of the Household, Springer, vol. 8(4), pages 479-504, December.
  18. 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 829-44, September.
  19. Naufal, George S, 2008. "Why Remit? The Case of Nicaragua," IZA Discussion Papers 3276, Institute for the Study of Labor (IZA).
  20. Donald Cox & Zekeriya Eser & Emmanuel Jimenez, 1996. "Motives for Private Transfers over the Life Cycle: An Analytical Framework and Evidence for Peru," Boston College Working Papers in Economics 327., Boston College Department of Economics.
  21. 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 901-18, October.
  22. Riccardo Faini, 2007. "Remittances and the Brain Drain: Do More Skilled Migrants Remit More?," World Bank Economic Review, World Bank Group, vol. 21(2), pages 177-191, May.
  23. Ken Clark & Stephen Drinkwater, 2007. "An Investigation Of Household Remittance Behaviour: Evidence From The United Kingdom," Manchester School, University of Manchester, vol. 75(6), pages 717-741, December.
  24. Kaufmann, Daniel & Lindauer, David L., 1986. "A model of income transfers for the urban poor," Journal of Development Economics, Elsevier, vol. 22(2), pages 337-350.
  25. Matloob Piracha & Stephane Mahuteau & Massimiliano Tani, 2010. "Selection Policy and Immigrants’ Remittance Behaviour," Studies in Economics 1003, Department of Economics, University of Kent.
  26. 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.
  27. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(02), pages 222-240, April.
  28. Catalina Amuedo-Dorantes & Susan Pozo, 2006. "Remittances as insurance: evidence from Mexican immigrants," Journal of Population Economics, Springer, vol. 19(2), pages 227-254, June.
  29. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
  30. anonymous, 1992. "Truth in savings," Financial Update, Federal Reserve Bank of Atlanta, issue Apr, pages 9-10.
  31. David Mckenzie & Hillel Rapoport, 2004. "Network Effects and the Dynamics of Migration and Inequality: Theory and Evidence from Mexico," Working Papers 2004-3, Department of Economics, Bar-Ilan University.
  32. Bollard, Albert & McKenzie, David & Morten, Melanie, 2010. "The remitting patterns of African migrants in the OECD," Policy Research Working Paper Series 5260, The World Bank.
  33. Sinning, Mathias, 2007. "Determinants of Savings and Remittances: Empirical Evidence from Immigrants to Germany," IZA Discussion Papers 2966, Institute for the Study of Labor (IZA).
  34. Osili, Una Okonkwo, 2007. "Remittances and savings from international migration: Theory and evidence using a matched sample," Journal of Development Economics, Elsevier, vol. 83(2), pages 446-465, July.
  35. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  36. John Gibson & David McKenzie & Halahingano Rohorua, 2006. "How Cost Elastic are Remittances? Estimates from Tongan Migrants in New Zealand," Working Papers in Economics 06/02, University of Waikato, Department of Economics.
  37. Donald W.K. Andrews & James H. Stock, 2005. "Inference with Weak Instruments," NBER Technical Working Papers 0313, National Bureau of Economic Research, Inc.
  38. Blundell, Richard & Smith, Richard J., 1994. "Coherency and estimation in simultaneous models with censored or qualitative dependent variables," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 355-373.
  39. Zaiceva, Anzelika & Zimmermann, Klaus F., 2007. "Children, Kitchen, Church: Does Ethnicity Matter?," IZA Discussion Papers 3070, Institute for the Study of Labor (IZA).
  40. Hoddinott, John, 1994. "A Model of Migration and Remittances Applied to Western Kenya," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 459-76, July.
  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. 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 137-46, February.
  43. Rapoport, Hillel & Docquier, Frédéric, 2005. "The Economics of Migrants’ Remittances," IZA Discussion Papers 1531, Institute for the Study of Labor (IZA).
  44. Jørgen Carling, 2008. "The determinants of migrant remittances," Oxford Review of Economic Policy, Oxford University Press, vol. 24(3), pages 582-599, Autumn.
  45. Russell Davidson & James G. MacKinnon, 1981. "Model Specification Tests Based on Artificial Linear Regressions," Working Papers 426, Queen's University, Department of Economics.
  46. Li, Qi & Wooldridge, Jeffrey M., 2002. "Semiparametric Estimation Of Partially Linear Models For Dependent Data With Generated Regressors," Econometric Theory, Cambridge University Press, vol. 18(03), pages 625-645, June.
  47. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  48. Merkle, Lucie & Zimmermann, Klaus F., 1992. "Savings, remittances, and return migration," Economics Letters, Elsevier, vol. 38(1), pages 77-81, January.
  49. Freund, Caroline & Spatafora, Nikola, 2008. "Remittances, transaction costs, and informality," Journal of Development Economics, Elsevier, vol. 86(2), pages 356-366, June.
  50. Lueth Erik & Ruiz-Arranz Marta, 2008. "Determinants of Bilateral Remittance Flows," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-23, October.
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 in new window

Cited by:
  1. Elena AMBROSETTI & Eralba CELA & Tineke FOKKEMA, 2011. "The Remittances Behaviour of the Second Generation in Europe: Altruism or Self-Interest?," Working Papers 368, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  2. Giulia Bettin & Riccardo Lucchetti & Alberto Zazzaro, 2011. "Financial development and remittances: micro-econometric evidence," Mo.Fi.R. Working Papers 56, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
  3. Kaczmarczyk, Pawel, 2013. "Money for Nothing? Ukrainian Immigrants in Poland and their Remitting Behaviors," IZA Discussion Papers 7666, Institute for the Study of Labor (IZA).
  4. Lucchetti, Riccardo & Pigini, Claudia, 2014. "A simple and effective misspecification test for the double-hurdle model," Economics Letters, Elsevier, vol. 123(1), pages 75-78.
  5. Lenzu, Simone & Tedeschi, Gabriele, 2012. "Systemic risk on different interbank network topologies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(18), pages 4331-4341.
  6. Giulia BETTIN & Riccardo LUCCHETTI, 2012. "Intertemporal remittance behaviour by immigrants in Germany," Working Papers 385, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  7. Alessandro STERLACCHINI, 2012. "Patent Oppositions as Competitive Tools: An Analysis of the Major Players in the European Market of White Goods," Working Papers 374, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  8. Eralba CELA & Tineke FOKKEMA & Elena AMBROSETTI, 2012. "Links Between Transnationalism Integration and Duration of Residence: The Case of eastern European Migrants in Italy," Working Papers 386, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  9. Ruggero GRILLI & Gabriele TEDESCHI & Mauro GALLEGATI, 2012. "Markets connectivity and financial contagion," Working Papers 382, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  10. Giulia Bettin & Andrea Presbitero & Nicola Spatafora, 2014. "Remittances and Vulnerability in Developing Countries," IMF Working Papers 14/13, International Monetary Fund.
  11. Alberto Russo, 2014. "A Stochastic Model of Wealth Accumulation with Class Division," Metroeconomica, Wiley Blackwell, vol. 65(1), pages 1-35, 02.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:eee:deveco:v:99:y:2012:i:2:p:370-384. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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