Skip to main content

Do remittances not promote growth? A finite mixture-of-regressions approach

Abstract

This paper re-examines the impact of remittance inflows on growth using data for developing countries over the period 1970–2010. We relax the hypothesis that all countries follow the same unique growth regime in favor of multiple regimes, and test whether the impact of remittances on growth depends on the growth regime to which an economy belongs. We follow the recent literature that has applied the finite-mixture-of-regressions method in other circumstances to endogenously identify growth regimes, correcting for unobserved heterogeneity. We find that our data are best described by an econometric model with two different growth regimes: one in which remittances have a positive and significant marginal impact on growth; and another in which the impact of remittances is insignificant. The analysis of the determinants of the probability of being in the remittances growth-enhancing regime shows that being a Sub-Saharan African country increases significantly this probability, while financial development moderately reduces this probability but with strong reservations on the statistical significance of the estimates on the different indicators of financial development.

This is a preview of subscription content, access via your institution.

Notes

  1. 1.

    See for instance, Edwards and Ureta (2003), Glytos (2002), Adams and Page (2005), Gupta et al. (2009).

  2. 2.

    See for instance Catrinescu et al. (2009), World Bank (2006) for evidence on the positive effect of remittances on economic growth Chami et al. (2003) and Singh et al. (2011), Barajas et al. (2009), Rao and Hassan (2011) for evidence on the negative association between remittances and economic growth and ; and Senbeta (2012) and Ahamada and Coulibaly (2013) for recent findings on the neutral impact of remittances on growth.

  3. 3.

    The variables are all presented in Sect. 3 below.

  4. 4.

    See for instance Konte (2013) for studies on natural resources and economic growth, and Flachaire et al. (2014) for evidence on institutions and economic growth.

  5. 5.

    See also Owen and Temesvary (2014), Flachaire et al. (2014) and Konte (2013) among others.

  6. 6.

    We consider that the results are unstable when the results change each time we run the same model with the same number of growth regimes.

References

  1. Acemoglu D, Johnson S, Robinson JA (2005) Institutions as the fundamental cause of long-run economic growth. In: Aghion P, Durlauf S (eds) Handbook of economic growth. Elsevier, North Holland, pp 385–472

  2. Acosta PA, Lartey EKK, Mandelman FS (2009) Remittances and the Dutch disease. J Int Econ 79:102–116

    Article  Google Scholar 

  3. Adams RH, Page J (2005) Do international migration and remittances reduce poverty in developing countries? World Dev 33:1645–1669

    Article  Google Scholar 

  4. Ahamada I, Coulibaly D (2013) Remittances and growth in Sub-Saharan African countries: evidence from a panel causality test. J Int Dev 25:310–324

    Article  Google Scholar 

  5. Ahamada I, Flachaire E (2010) Non-parametric econometrics. Oxford University Press, Oxford

    Google Scholar 

  6. Alfo M, Trovato G, Waldmann R (2008) Testing for country heterogeneity in growth models using a finite mixture approach. J Appl Econ 23:487–514

    Article  Google Scholar 

  7. Amuedo-Dorantes C, Pozo S (2006a) Migration, remittances and male and female employment patterns. Am Econ Rev 96:222–226

    Article  Google Scholar 

  8. Amuedo-Dorantes C, Pozo S (2006b) Workers’s remittances and business ownership in the Dominican Republic. World Econ 29:939–956

    Article  Google Scholar 

  9. Arcand JL, Berkes E, Panizza U (2015) Too much finance? J Econ Growth 20:105–148

    Article  Google Scholar 

  10. Barajas A, Chami R, Fullenkam C, Gapen M, Montiel P (2009) Do workers remittances promote economic growth. IMF working paper WP 09/153

  11. Barro R, Lee J-W (2013) A new data set of educational attainment in the world, 1950–2010. J Dev Econ 104:184–198

    Article  Google Scholar 

  12. Bettin G, Zazzaro A (2011) Remittances and financial development: substitutes or complements in economic growth? Bull Econ Res 64:509–536

    Article  Google Scholar 

  13. Bos J, Economidou C, Koetter M, Kolari J (2010) Do all countries grow alike? J Dev Econ 91:113–127

    Article  Google Scholar 

  14. Bourdet Y, Falck H (2006) Emigrants’ remittances and Dutch disease in Cape Verde. Int Econ J 20:267–284

    Article  Google Scholar 

  15. Breiman L, Friedman JH, Olshen RA, Stone CI (1984) Classification and regression trees. Wadsworth, Belmont

    Google Scholar 

  16. Catrinescu N, Leon-Ledesma M, Piracha M (2009) Remittances, institutions, and economic growth. World Dev 37:81–92

    Article  Google Scholar 

  17. Chami R, Fullenkam, C, Jajah S (2003) Are immigrant remittance flows a source for development? IMF working paper 03/189

  18. Chudik A, Hashem M, Tosetti E (2011) Weak and strong cross-section dependence and estimation of large panels. Econ J 14:C45–C90

    Google Scholar 

  19. Cox-Edwards A, Rodríguez-Oreggia E (2009) Remittances and labor force participation in Mexico: an analysis using propensity score matching. World Dev 37:1004–1014

    Article  Google Scholar 

  20. Durlauf S, Johnson PA (1995) Multiple regimes and cross-country behavior. J Appl Econ 10:365–384

    Article  Google Scholar 

  21. Ebeke CH (2012) Do remittances lead to a public moral hazard in developing countries? An empirical investigation. J Dev Stud 48:1009–1025

    Article  Google Scholar 

  22. Edwards AC, Ureta M (2003) International migration, remittances, and schooling: evidence fron El Salvador. J Dev Econ 72:429–461

    Article  Google Scholar 

  23. Flachaire E, García-Peñalosa C, Konte M (2014) Political versus economic institutions in the growth process. J Comp Econ 42:212–229

    Article  Google Scholar 

  24. Frühwirth-Schnatter S (2006) Finite mixture of markov switching models. Springer series in statistics. Springer, New York

    Google Scholar 

  25. Giuliano P, Ruiz-Arranz M (2009) Remittances, financial development, and growth. J Dev Econ 90:144–152

    Article  Google Scholar 

  26. Glytos NP (2002) The role of migrant remittances in development: evidence from Mediterranean countries. Int Migr 40:5–26

    Article  Google Scholar 

  27. Gupta S, Pattillo CA, Wagh S (2009) Effect of remittances on poverty and financial development in Sub-Saharan Africa. World Dev 37:104–115

    Article  Google Scholar 

  28. Henderson DJ, Papageorgiou C, Parmeter CF (2013) Who benefits from financial development? New methods, new evidence. Eur Econ Rev 63:47–67

    Article  Google Scholar 

  29. Konte M (2013) A curse or a blessing? Natural resources in a multiple growth regimes analysis. Appl Econ 45:3760–3769

    Article  Google Scholar 

  30. Law SH, Singh N (2014) Does too much finance harm economic growth? J Bank Finance 41:36–44

    Article  Google Scholar 

  31. Lokshin M, Glinskaya E (2009) The effect of male migration on employment patterns of women in nepal. World Bank Econ Rev 23:481–507

    Article  Google Scholar 

  32. Lucas REB (2005) International migration and economic development. Swedish Ministry for Foreign Affairs, Stockholm

    Google Scholar 

  33. Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Q J Econ 107:407–437

    Article  Google Scholar 

  34. Menyah K, Nazlioglu S, Wolde-Rufael Y (2014) Financial development, trade openness and economic growth in African countries: new insights from a panel causality approach. Econ Model 37:386–394

    Article  Google Scholar 

  35. Nyamongo EM, Misati RN, Kipyegon L, Ndirangu L (2012) Remittances, financial development and economic growth in Africa. J Econ Bus 64:240–260

    Article  Google Scholar 

  36. Owen AL, Videras J, Davis L (2009) Do all countries follow the same growth process. J Econ Growth 14:265–286

    Article  Google Scholar 

  37. Owen AL, Temesvary J (2014) Heterogeneity in the growth and finance relationship: how does the impact of bank finance vary by country and type of lendig? Int Rev Econ Finance 31:275–288

    Article  Google Scholar 

  38. Paap R, Franses P, Dijk D (2005) Does Africa grow slower than Asia, Latin America and Middle East? J Dev Econ 77:553–570

    Article  Google Scholar 

  39. Pesaran MH (2006) Estimation of inference in large heterogeneous panels with multifactor error structure. Econometrica 74:967–1012

    Article  Google Scholar 

  40. Rao BB, Hassan GM (2011) A panel data analysis of the growth effects of remittances. Econ Model 28:701–709

    Article  Google Scholar 

  41. Ruiz I, Shukralla E, Vargas-Silva C (2009) Remittances, institutions and growth: a semiparametric study. Int Econ J 23:111–119

    Article  Google Scholar 

  42. Sala-I-Martin X, Doppelhofer G, Miller R (2004) Determinants of long-term growth. Am Econ Rev 94:813–835

  43. Samargandi N, Fidrmuc J, Ghosh S (2015) Is the relationship between financial development and economic growth monotonic? Evidence from a sample of middle-income countries. World Dev 68:66–81

    Article  Google Scholar 

  44. Senbeta A (2012) Remittances and the sources of growth. Appl Econ Lett 20(6):572–580

    Article  Google Scholar 

  45. Singh RJ, Haacker M, Lee K, Goff ML (2011) Determinants and macroeconomic impact of remittances in Sub-Saharan Africa. J Afr Econ 20:312–340

    Article  Google Scholar 

  46. Stark O (1995) Altruism and beyond. Basil Blackwell, Oxford

    Book  Google Scholar 

  47. Tan CM (2010) No one true path: uncovering the interplay between geography, institutions, and fractionalization in economic development. J Appl Econ 25:1100–1127

    Article  Google Scholar 

  48. World Bank (2006) The development impact of workers’ remittances in Latin America, vol 2. World Bank, Washington

    Google Scholar 

Download references

Acknowledgements

We would like to thank two anonymous referees, the participants at the CSAE conference, 2015, Oxford, as well as the participants at the DEGIT conference, 2015, Geneva, EMAEE conference, 2015, Maastricht.

Author information

Affiliations

Authors

Corresponding author

Correspondence to Maty Konte.

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Konte, M. Do remittances not promote growth? A finite mixture-of-regressions approach. Empir Econ 54, 747–782 (2018). https://doi.org/10.1007/s00181-016-1224-z

Download citation

Keywords

  • Remittances
  • Growth regimes
  • Finite-mixture-of-regressions approach

JEL Classification

  • F24
  • O47