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. Ira N. Gang & Thomas Bauer & Gil S. Epstein, 2002. "Enclaves, Language and the Location Choice of Migrants," Departmental Working Papers 200217, Rutgers University, Department of Economics.
  2. 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.
  3. Merkle, Lucie & Zimmermann, Klaus F., 1992. "Savings, remittances, and return migration," Economics Letters, Elsevier, vol. 38(1), pages 77-81, January.
  4. Rui Esteves & David Khoudour-Castéras, 2009. "Remittances, Capital Flows and Financial Development during the Mass Migration Period, 1870-1913," Working Papers 2009-12, CEPII research center.
  5. 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.
  6. 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.
  7. Brown, Richard P. C., 1997. "Estimating remittance functions for Pacific Island Migrants," World Development, Elsevier, vol. 25(4), pages 613-626, January.
  8. 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.
  9. Matloob Piracha & Stephane Mahuteau & Massimiliano Tani, 2010. "Selection Policy and Immigrants’ Remittance Behaviour," Studies in Economics 1003, Department of Economics, University of Kent.
  10. Donald W.K. Andrews & James H. Stock, 2005. "Inference with Weak Instruments," Cowles Foundation Discussion Papers 1530, Cowles Foundation for Research in Economics, Yale University.
  11. 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.
  12. 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).
  13. Dustmann, Christian & Mestres, Josep, 2010. "Remittances and temporary migration," Journal of Development Economics, Elsevier, vol. 92(1), pages 62-70, May.
  14. Whitney K. Newey, 2009. "Two-step series estimation of sample selection models," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages S217-S229, 01.
  15. Bollard, Albert & McKenzie, David & Morten, Melanie & Rapoport, Hillel, 2009. "Remittances and the Brain Drain Revisited: The Microdata Show That More Educated Migrants Remit More," IZA Discussion Papers 4534, Institute for the Study of Labor (IZA).
  16. 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.
  17. 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.
  18. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Wiley Blackwell, vol. 70(1), pages 33-58, January.
  19. 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..
  20. 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.
  21. 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.
  22. 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.
  23. Blundell, Richard William & Ham, John & Meghir, Costas, 1987. "Unemployment and Female Labour Supply," CEPR Discussion Papers 149, C.E.P.R. Discussion Papers.
  24. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  25. 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.
  26. Davidson, Russell & MacKinnon, James G, 1984. "Model Specification Tests Based on Artificial Linear Regressions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(2), pages 485-502, June.
  27. anonymous, 1992. "Truth in savings," Financial Update, Federal Reserve Bank of Atlanta, issue Apr, pages 9-10.
  28. 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.
  29. Zaiceva, Anzelika & Zimmermann, Klaus F., 2007. "Children, Kitchen, Church: Does Ethnicity Matter?," IZA Discussion Papers 3070, Institute for the Study of Labor (IZA).
  30. Rapoport, Hillel & Docquier, Frederic, 2006. "The Economics of Migrants' Remittances," Handbook on the Economics of Giving, Reciprocity and Altruism, Elsevier.
  31. 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.
  32. 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.
  33. Freund, Caroline & Spatafora, Nikola, 2008. "Remittances, transaction costs, and informality," Journal of Development Economics, Elsevier, vol. 86(2), pages 356-366, June.
  34. 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.
  35. David Mckenzie & Hillel Rapoport, 2004. "Network Effects and the Dynamics of Migration and Inequality: Theory and Evidence from Mexico," Working Papers 2004-3, Bar-Ilan University, Department of Economics.
  36. 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.
  37. 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.
  38. Jørgen Carling, 2008. "The determinants of migrant remittances," Oxford Review of Economic Policy, Oxford University Press, vol. 24(3), pages 582-599, Autumn.
  39. Naufal, George S, 2007. "Who Remits? The Case of Nicaragua," IZA Discussion Papers 3081, Institute for the Study of Labor (IZA).
  40. 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.
  41. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-33, March.
  42. 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.
  43. 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.
  44. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
  45. Dean Yang, 2006. "International Migration, Remittances, and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks," NBER Working Papers 12325, National Bureau of Economic Research, Inc.
  46. 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.
  47. Hatton, Timothy J. & Williamson, Jeffrey G., 1998. "The Age of Mass Migration: Causes and Economic Impact," OUP Catalogue, Oxford University Press, number 9780195116519, October.
  48. 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.
  49. 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.
  50. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-54, July.
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. Riccardo LUCCHETTI & Claudia PIGINI, 2014. "A simple and effective misspecification test for the double-hurdle model," Working Papers 397, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  2. Giulia Bettin & Riccardo Lucchetti, 2012. "Intertemporal remittance behaviour by immigrants in Germany," Mo.Fi.R. Working Papers 75, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
  3. 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.
  4. Giulia Bettin & Andrea Presbitero & Nicola Spatafora, 2014. "Remittances and Vulnerability in Developing Countries," IMF Working Papers 14/13, International Monetary Fund.
  5. 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.
  6. 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).
  7. 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.

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.