The Effects of Remittances on Poverty at the Household Level in Bolivia: A Propensity Score Matching Approach

López-Videla, Bruno and Machuca, Carlos Emilio (2014): The Effects of Remittances on Poverty at the Household Level in Bolivia: A Propensity Score Matching Approach. Published in: Políticas Públicas , Vol. 2, No. 1 (27 February 2014): pp. 7-22.

Abstract

In the last few years, Bolivia has experienced a growing migration phenomenon. Many household members migrate from their homes in order to look for better opportunities and to improve their household income. In this paper, we aim to explore the effects of remittances on Bolivian household poverty levels. We use micro data from the 2008 Household Survey, conducted by the National Institute of Statistics (INE). We calculate propensity score matching estimators in order to address the potential bias due to heterogeneous factors in the sample. Then, we estimate the average treatment effect on the treated to compare the poverty level between households which receive and do not receive remittances. Results show that remittances have a positive effect on reducing urban households’ poverty level, whereas there is no effect on rural households’ poverty.

• Item Type: MPRA Paper
• Language: English
• Keywords: Remittances, poverty, propensity score matching, Bolivia.
• Subjects: E - Macroeconomics and Monetary Economics > E0 - General

References

Acosta, P., Calderón, C., Fajnzylber, P., & López, J. H. (2008). Do Remittances Lower Poverty Levels In Latin America? In Remittances and Development: Lessons for Latin America (pp. 87-132). World Bank: Washington, D.C.

Adams, Jr., R., (2004). Remittances and Poverty in Guatemala. World Bank Policy Research Working Paper, 3418.

___________. (1991). The Effects of International Remittances on Poverty, Inequality and Development in Rural Egypt. International Food Policy Research Institute Research Reports, 86.

Adams, Jr., R. & Page, J. (2005). Do International Migration and Remittances Reduce Poverty in Developing Countries? World Development, 33(10), 1645–1669.

Anyanwu, J. C., & Erhijakpor, A. O. (2010). Do International Remittances Affect Poverty in Africa? African Development Review, 22(1), 51-91.

Becker, S., & Ichino, A. (2002). Estimation of Average Treatment Effects Based on Propensity Scores. The Stata Journal, 2(4), 358–377.

Chukwuone, N., Amaechina, E., Enebeli-Uzor, S. E., Iyoko, E., & Okpukpara, B. (2012). Analysis of Impact of Remittance on Poverty in Nigeria. Partnership for Economic Policy Working Paper.

Cox-Edwards, A., & Rodriguez-Oreggia, E. (2009). Remittances and Labor Force Participation in Mexico: An Analysis using Propensity Score Matching. World Development, 37(5), 1004-1014.

Dehejia, R., Wahba, S. (1999). Causal Effects in Nonexperimental Studies: Revaluating the Evaluation of Training Programs. Journal of the American Statistical Association, 94(448), 1053-1062.

De Haas, H. (2010). Migration and Development: A Theoretical Perspective. International Migration Review, 44(1), 227-264.

Efron, B. & Tibshirani, R. (1993). An Introduction to the Bootstrap. Boca Raton, FL: Chapman & Hall.

Esquivel, G. & Huerta-Pineda, A. (2007). Remittances and Poverty in Mexico: A Propensity Score Matching Approach. Integration and Trade, 27, 45-71.

Heckman, J., Ichimura, H., Smith, J., & Todd, P. (1998). Characterizing Selection Bias Using Experimental Data. Econometrica, 66(5), 1017–1098.

Heckman, J., Ichimura, H., & Todd, P. (1997). Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme. Review of Economic Studies, 64(4), 605–654.

Horowitz, J. (2003). The Bootstrap in Econometrics. Statistical Science, 18 (2), 211-218.

IMF (2005). World Economic Outlooks: Globalization and External Imbalances. International Monetary Fund, Washington, D.C.

INE. (2008). Resumen Ejecutivo Resultados EH 2008 Final. Instituto Nacional de Estadística, Bolivia.

Jimenez, E., & Brown, R. (2008). Assessing the Poverty Impacts of Migrants’ Remittances Using Propensity Score Matching: The Case of Tonga. School of Economics Discussion Paper, 375. University of Queensland, Australia.

Kapur, D. (2004). Remittances: The New Development Mantra. G-24 Discussion Paper Series, 29.

Khandker, S., et al. (2010). Handbook on Impact Evaluation. Quantitative Methods and Practices. World Bank: Washington, D.C.

Lazarte-Alcala, N., Adkins, L., Lahiri, B., & Savvides, A. (2012). Remittances and Income Diversifications in Bolivia’s Rural Sector. Oklahoma State University, United States.

López-Córdova, J. (2006). Globalization, Migration and Development: the Role of Mexican Migrant Remittances. INTAL Working Papers, 1440.

Rosenbaum, P. R., & Rubin, D. B. (1983). The Central Role of the Propensity Score in Observational Studies for Causal Effects. Biometrika, 70(1), 41–55.

Stark, O. (1980). On the Role of Urban‐to‐Rural Remittances in Rural Development. The Journal of Development Studies, 16(3), 369-374.

Stark, O., & Bloom, D. E. (1985). The New Economics of Labor Migration. American Economic Review, 75(2), 173-178.

Taylor, J. E., (1999). The New Economics of Labour Migration and the Role of Remittances in the Migration Process. International Migration, 37(1), 63-88.

Taylor, J. E., Mora, J., & Adams, R. (2005). Remittances, Inequality, and Poverty: Evidence from Rural Mexico. Research Program on International Migration and Development. DECRG. Mimeo. World Bank.

Taylor, J. E., Wyatt, T. J. (1996). The Shadow Value of Migrant Remittances, Income and Inequality in a Household-Farm Economy. Journal of Development Studies, 32(6), 899-912.

Yang, D. (2008). International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks. The Economic Journal, 118, 591-630.

Wodon, Q., Angel-Urdinola, D., Gonzalez-Konig, G., Ojeda, D., & Siaens, C. (2003). Migration and Poverty in Mexico’s Southern States. MPRA Paper, 10574. University Library of Munich, Germany.

World Bank. (2008). Migration and Development Brief 5. World Bank, Washington, D.C.

__________. (2012). World Bank Data. World Bank, Washington, D.C.