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Determinants of Poverty in Mexico: A Quantile Regression Analysis

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  • Jorge Garza-Rodriguez

    (Department of Economics, University of Monterrey, Av. Ignacio Morones Prieto 4500 Pte. Col. Jesús M. Garza, San Pedro Garza García, Nuevo León 66238, Mexico
    Facultad de Economía, Universidad Autónoma de Nuevo León, Avenida Lázaro Cárdenas 4600 Ote. Fracc. Residencial Las Torres, Monterrey, Nuevo León 64930, Mexico)

  • Gustavo A. Ayala-Diaz

    (Department of Economics, University of Monterrey, Av. Ignacio Morones Prieto 4500 Pte. Col. Jesús M. Garza, San Pedro Garza García, Nuevo León 66238, Mexico)

  • Gerardo G. Coronado-Saucedo

    (Department of Economics, University of Monterrey, Av. Ignacio Morones Prieto 4500 Pte. Col. Jesús M. Garza, San Pedro Garza García, Nuevo León 66238, Mexico)

  • Eugenio G. Garza-Garza

    (Department of Economics, University of Monterrey, Av. Ignacio Morones Prieto 4500 Pte. Col. Jesús M. Garza, San Pedro Garza García, Nuevo León 66238, Mexico)

  • Oscar Ovando-Martinez

    (Department of Economics, University of Monterrey, Av. Ignacio Morones Prieto 4500 Pte. Col. Jesús M. Garza, San Pedro Garza García, Nuevo León 66238, Mexico)

Abstract

Most studies on the determinants of poverty do not consider that the relative importance of each of these determinants can vary depending on the degree of poverty suffered by each group of poor people. For Mexico’s case, the studies carried out so far do not contemplate this approach, even though there is wide variation in the degree of poverty among the different groups of the poor. Investigating these differences is important to design better policies for fighting poverty, which consider how each variable that explains poverty affects each group of people who suffer from poverty differently. This article examines the determinants of poverty for Mexican households. Using data from the Mexican National Household Income and Expenditure Survey (ENIGH) 2018, the study estimates a probit model and a quantile regression model to examine the extent to which the determinants of poverty vary across the poverty spectrum. The results from the probit model indicate that households with more than one member, having a female head, or speaker of an indigenous language are more likely to be poor. The results obtained in the quantile regressions indicate that there are significant differences with the results of the simple ordinary least squares model, especially for households in extreme poverty but also for the other income categories analyzed for several of the explanatory variables used in the models. Households in the categories extremely poor and deeply poor are most affected if they are in the southern region or if the household head speaks an indigenous language or is an elderly person. It is observed that achieving a higher educational level is an effective way to increase income across the poverty spectrum.

Suggested Citation

  • Jorge Garza-Rodriguez & Gustavo A. Ayala-Diaz & Gerardo G. Coronado-Saucedo & Eugenio G. Garza-Garza & Oscar Ovando-Martinez, 2021. "Determinants of Poverty in Mexico: A Quantile Regression Analysis," Economies, MDPI, vol. 9(2), pages 1-24, April.
  • Handle: RePEc:gam:jecomi:v:9:y:2021:i:2:p:60-:d:536992
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    References listed on IDEAS

    as
    1. N.P. Ravindra Deyshappriya & R.W.W.K.Minuwanthi, 2020. "Determinants of Poverty: Is Age Non-Linearly Related with Poverty? Evidence from Sri Lanka," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(4), pages 181-192, April.
    2. Abbi M. Kedir & Sandra Sookram, 2013. "Poverty And Welfare Of The Poor In A High‐Income Country: Evidence From Trinidad And Tobago," Journal of International Development, John Wiley & Sons, Ltd., vol. 25(4), pages 520-535, May.
    3. Carla Canelas & Silvia Salazar, 2014. "Gender and ethnic inequalities in LAC countries," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-15, December.
    4. Takahiro Yamada, 2018. "Dynamics of Spatial Inequality and Poverty: Evidence from Two Decades of Surveys in Vietnam, 1993-2014," Economics Bulletin, AccessEcon, vol. 38(1), pages 404-418.
    5. Mary Jo Bane & David T. Ellwood, 1986. "Slipping into and out of Poverty: The Dynamics of Spells," Journal of Human Resources, University of Wisconsin Press, vol. 21(1), pages 1-23.
    6. Fosu, Augustin Kwasi, 2017. "Growth, inequality, and poverty reduction in developing countries: Recent global evidence," Research in Economics, Elsevier, vol. 71(2), pages 306-336.
    7. N.P Ravindra Deyshappriya & R.W.W.K Minuwanthi, 2020. "Determinants of Poverty: Is Age Non-Linearly Related with Poverty? Evidence from Sri Lanka," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 10(4), pages 181-192.
    8. Teka, Araya M. & Temesgen Woldu, Gabriel & Fre, Zeremariam, 2019. "Status and determinants of poverty and income inequality in pastoral and agro-pastoral communities: Household-based evidence from Afar Regional State, Ethiopia," World Development Perspectives, Elsevier, vol. 15(C), pages 1-1.
    9. Graeme Smith, 2011. "Chinese Economic Development – By Chris Bramall," Australian Economic History Review, Economic History Society of Australia and New Zealand, vol. 51(2), pages 208-210, July.
    10. Rodolfo Hoffmann & Ana Lucia Kassouf, 2005. "Deriving conditional and unconditional marginal effects in log earnings equations estimated by Heckman's procedure," Applied Economics, Taylor & Francis Journals, vol. 37(11), pages 1303-1311.
    11. Indunil De Silva, 2008. "Micro‐level determinants of poverty reduction in Sri Lanka: a multivariate approach," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 35(3), pages 140-158, February.
    12. Jorge Garza-Rodriguez, 2018. "Poverty and Economic Growth in Mexico," Social Sciences, MDPI, vol. 7(10), pages 1-9, September.
    13. Mduduzi Biyase & Talent Zwane, 2018. "An Empirical Analysis Of The Determinants Of Poverty And Household Welfare In South Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 52(1), pages 115-130, January-M.
    14. Datt, Gaurav & Jolliffe, Dean, 2005. "Poverty in Egypt: Modeling and Policy Simulations," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 327-346, January.
    15. Louise Cord & Oscar Barriga†Cabanillas & Leonardo Lucchetti & Carlos Rodríguez†Castelán & Liliana D. Sousa & Daniel Valderrama, 2017. "Inequality Stagnation in Latin America in the Aftermath of the Global Financial Crisis," Review of Development Economics, Wiley Blackwell, vol. 21(1), pages 157-181, February.
    16. Ogutu, Sylvester Ochieng & Qaim, Matin, 2019. "Commercialization of the small farm sector and multidimensional poverty," World Development, Elsevier, vol. 114(C), pages 281-293.
    17. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Post-Print halshs-00973891, HAL.
    18. Neelesh Gounde, 2013. "Correlates of poverty in Fiji: An analysis of individual, household and community factors related to poverty," International Journal of Social Economics, Emerald Group Publishing, vol. 40(11), pages 923-938, August.
    19. Jorge Garza-Rodriguez & Martha Gonzalez-Martinez & Marcela Quiroga-Lozano & Luz Solis-Santoyo & Gabriela Yarto-Weber, 2010. "“Chronic and transient poverty in Mexico: 2002-2005”," Economics Bulletin, AccessEcon, vol. 30(4), pages 3188-3200.
    20. Barros, Ricardo & Fox, Louise & Mendonca, Rosane, 1997. "Female-Headed Households, Poverty, and the Welfare of Children in Urban Brazil," Economic Development and Cultural Change, University of Chicago Press, vol. 45(2), pages 231-257, January.
    21. Lipton, Michael & Ravallion, Martin, 1995. "Poverty and policy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 41, pages 2551-2657, Elsevier.
    22. Linda Waite, 1995. "Does marriage matter?," Demography, Springer;Population Association of America (PAA), vol. 32(4), pages 483-507, November.
    23. Ke-Mei Chen & Te-Mu Wang, 2015. "Determinants of Poverty Status in Taiwan: A Multilevel Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(2), pages 371-389, September.
    24. Li, Youjuan & Liu, Yufeng & Zhu, Ji, 2007. "Quantile Regression in Reproducing Kernel Hilbert Spaces," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 255-268, March.
    25. Ke-Mei Chen & Chao-Hsien Leu & Te-Mu Wang, 2019. "Measurement and Determinants of Multidimensional Poverty: Evidence from Taiwan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(2), pages 459-478, September.
    26. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Documents de travail du Centre d'Economie de la Sorbonne 14021r, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne, revised Jul 2014.
    27. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-1434, November.
    28. Gillette Hall & Harry Anthony Patrinos (ed.), 2006. "Indigenous Peoples, Poverty and Human Development in Latin America," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-37722-6.
    29. Ruwan Jayathilaka & Saroja Selvanathan & Jayatilleke S. Bandaralage, 2016. "Is there a link between alcohol consumption and the level of poverty?," Applied Economics, Taylor & Francis Journals, vol. 48(22), pages 2054-2063, May.
    30. Almas Heshmati & Esfandiar Maasoumi & Guanghua Wan, 2019. "An Analysis of the Determinants of Household Consumption Expenditure and Poverty in India," Economies, MDPI, vol. 7(4), pages 1-27, September.
    31. Grootaert, Christiaan & Narayan, Deepa, 2004. "Local Institutions, Poverty and Household Welfare in Bolivia," World Development, Elsevier, vol. 32(7), pages 1179-1198, July.
    32. Neelesh Gounder, 2013. "Correlates of poverty in Fiji," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 40(10), pages 923-938, August.
    33. Sunmee Cho & Taeyoon Kim, 2017. "Determinants of Poverty Status in Rwanda," African Development Review, African Development Bank, vol. 29(2), pages 337-349, June.
    34. Jennifer Fernández-Ramos & Ana K. Garcia-Guerra & Jorge Garza-Rodriguez & Gabriela Morales-Ramirez, 2016. "The dynamics of poverty transitions in Mexico," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 43(11), pages 1082-1095, November.
    35. Chenhong Peng & Lue Fang & Julia Shu-Huah Wang & Yik Wa Law & Yi Zhang & Paul S. F. Yip, 2019. "Determinants of Poverty and Their Variation Across the Poverty Spectrum: Evidence from Hong Kong, a High-Income Society with a High Poverty Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(1), pages 219-250, July.
    36. Asim Iqbal & Anjum Siddiqui & Maryam Zafar, 2020. "A geographically disaggregated analysis of multidimensional poverty in Punjab," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 47(3), pages 365-383, February.
    37. Khaufelo R. Lekobane & Tebogo B. Seleka, 2014. "Determinants of Household welfare and Poverty in Botswana, 2002/03 and 2009/10," Working Papers 38, Botswana Institute for Development Policy Analysis.
    38. Ivan Gonzalez de Alba, 2010. "Poverty in Mexico from an Ethnic Perspective," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 11(3), pages 449-465.
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