The dynamics of poverty in Mexico: A multinomial logistic regression analysis

Garza-Rodriguez, Jorge and Fernández-Ramos, Jennifer and Garcia-Guerra, Ana K. and Morales-Ramirez, Gabriela (2015): The dynamics of poverty in Mexico: A multinomial logistic regression analysis. Published in: International Journal of Social Economics , Vol. 43, No. 11 (2016): pp. 1082-1095.

Abstract

Using panel data from the Mexican Family Life Survey, this paper estimates a multinomial logistic regression model to analyze the dynamics of chronic and transient poverty in Mexico. Based on the spells approach, transition matrices are constructed to observe households’ entry into and exit from poverty and multinomial logistic regression is used to analyze which factors explain the dynamics of poverty in Mexico. It was found that 36% of households are chronically poor and 64% are transiently poor. Also, we found that the variables directly related to chronic poverty are: belonging to an ethnic group, living in a rural area, a large family size, having a high percentage of older adults and children in the household and having a female household head. On the other hand, it was found that having more education, the age of the household head and having access to potable water and electricity in the household are positively related with the probability of escaping poverty.

• Item Type: MPRA Paper
• Language: English
• Keywords: Mexico, Poverty, Chronic poverty, Transient poverty
• Subjects: I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I30 - General; I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I32 - Measurement and Analysis of Poverty

References

Aaberge, R., and M. Mogstad (2007), “On the Definition and Measurement of Chronic Poverty, Institute for the Study of Labor IZA Discussion Paper No. 2659.

Bane, M., and D. Ellwood (1986). "Slipping into and out of Poverty: The Dynamics of Spells”, Journal of Human Resources 21 (1), 1-23.

Battha, S. D., & Sharma, S. K. (2006). “The determinants and consequences of chronic and transitory poverty in Nepal”. Chronic Poverty Research Centre.

Baulch, B., & Hoddinott, J. (2000). “Economic mobility and poverty dynamics in developing countries”, Journal of Development Studies, 1-24.

Baulch, B., & Masset, E. (2003), "Do Monetary and Nonmonetary Indicators Tell the Same Story about Chronic Poverty? A Study of Vietnam in the 1990s”, World Development, 31 (3): 441-53.

Baulch, B. and Vu H.D. (2011), “Poverty Dynamics in Vietnam, 2002 to 2006”, in Baulch, B. (Ed.), Why Poverty Persists: Poverty dynamics in Asia and Africa. Cheltenham, U.K, Edward Elgar, pp. 219-54.

Bernal, P. (2007) "Ahorro, Crédito y Acumulación de Activos de los Hogares Pobres de México". Cuadernos del Consejo de Desarrollo Social 4.

Cameron, A. C., and P. K. Trivedi ( 2005), Microeconometrics: Methods and Applications. Cambridge University Press.

Escobar Mercado, Modesto F. B. (2010), Análisis de datos con Stata. Madrid: Centro de Investigaciones Sociológicas.

Garza-Rodriguez, J., Gonzalez-Martinez, M., Quiroga-Lozano, M., Solis-Santoyo, L., & Yarto-Weber, G. (2010), “Chronic and transient poverty in Mexico: 2002-2005”, Economics Bulletin, 3188-3020.

Greene, W. (2003), Econometric Analysis. Prentice Hall . Herrera, J. (2001), “Poverty Dynamics in Peru, 1997-1999”, DIAL DT/2001/09.

Jalan, J. & Ravallion, M. (1998), “Transient Poverty in Postreform Rural China”, Journal of Comparative Economics, 338-357.

Jalan, J., & Ravallion, M. (2000), “Is transient poverty different? Evidence from rural China”, Journal of Development Studies.

Justino, P., Litchfield, J., and H.T. Pham (2008), “Poverty Dynamics during Trade Reform: Evidence from Rural Vietnam”, Review of Income and Wealth, 54, 166-192.

Lee, Nayoung, Geert Ridder, and John Strauss. 2010, “Estimating Poverty Transition Matrices with Noisy Data”, Department of Economics. University of Southern California.

Leon, E. (2005). “Dinámica de la Pobreza de los Hogares en México para el Periodo 2001-2002”, Tesis de Licenciatura, Universidad de las Américas.

Lok-Dessallien, R. (2000), Review of Poverty Concepts and Indicators, UNDP Social Development and Poverty Elimination Division (SEPED) Series on Poverty Reduction.

McCulloch, N. and B. Baulch (1999), “Distinguishing the Chronically From the Transitory Poor - Evidence from Pakistan”, Working Paper No. 97, Institute of Development Studies, University of Sussex, UK.

McKay, Andrew, (2003), “Assessing the extent and nature of chronic poverty in low income countries: issues and evidence”, World Development, 425-439.

Otero, D. (2011), “Imputación de datos faltantes en un sistema de información sobre conductas de riesgo”, Maestría en técnicas estadísticas, Universidad de Santiago de Compostela, Santiago de Compostela.

Quispe, . E., Instituto Nacional de Estad stica e Inform tica (Peru) Programa MECOVI-Per . (2000). Carac . Lima: Instituto Nacional de Estadistica e Informatica.

Rascon E., and L. Rubalcava (2009), “Dinamica y caracterización de la pobreza urbana en México”, Spectron Desarrollo.