López-Calva, Luis-Felipe

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López-Calva, Luis-Felipe

Poverty Global Practice, The World Bank

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Poverty Global Practice, The World Bank

Last updated January 31, 2023

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Crime and Growth Convergence : Evidence from Mexico

(World Bank, Washington, DC, 2013-12) Enamorado, Ted ; López-Calva, Luis F. ; Rodriguez Castelan, Carlos

Scholars have often argued that crime deters growth, but the empirical literature assessing such effect is scarce. By exploiting cross-municipality income and crime data for Mexico -- a country that experienced a high increase in crime rates over the past decade -- this study circumvents two of the most common problems faced by researchers in this area. These are: (i) the lack of a homogenous, consistently comparable measure of crime and (ii) the small sample problem in the estimation. Combining income data from poverty maps, administrative records on crime and violence, and public expenditures data at the municipal level for Mexico (2005-2010), the analysis finds evidence indicating that drug-related crimes indeed deter growth. It also finds no evidence of a negative effect on growth from crimes unrelated to drug trafficking.
Child Labor, School Attendance, and Indigenous Households: Evidence from Mexico

(World Bank, Washington, DC, 2005-01) Bando, Rosangela G. ; Lopez-Calva, Luis F. ; Patrinos, Harry Anthony

The authors use panel data for Mexico for 1997 to 1999 to test several assumptions regarding the impact of a conditional cash transfer program on child labor, emphasizing the differential impact on indigenous households. Using data from the conditional cash transfer program in Mexico PROGRESA (OPORTUNIDADES) they investigate the interaction between child labor and indigenous households. While indigenous children had a greater probability of working in 1997, this probability is reversed after treatment in the program. Indigenous children also had lower school attainment compared with Spanish-speaking or bilingual children. After the program, school attainment among indigenous children increased, reducing the gap.
Is the Baby to Blame? An Inquiry into the Consequences of Early Childbearing

(World Bank, Washington, DC, 2012-05) Azevedo, Joao Pedro ; Lopez-Calva, Luis F. ; Perova, Elizaveta

Teenage pregnancy has been a cause of concern for policy makers because it is associated with a complex and often adverse social context for women. It is seen as the cause of lower social and economic achievement for mothers and their children, and as the potential determinant of inter-generational poverty traps. However, the question of whether pregnancy -- and the subsequent rearing of a child -- is actually the trigger of poverty, higher dependence on social welfare and/ or other undesirable social and economic consequences has not been studied in developing countries with enough rigor to establish a causal relation. This paper follows a methodology previously applied in the United States, using Mexican data from the National Survey of Demographic Dynamics, to exploit information about miscarriages as an instrument to identify the long-term consequences of early child bearing. Thus, the paper takes the advantage of a natural experiment: it compares the outcomes of women who became pregnant in adolescence, and gave birth, to outcomes of women who became pregnant in adolescence and miscarried. This approach only allows for estimating the costs of adolescent childbearing for teenagers in a risk group, that is, teenagers who are likely to experience a pregnancy. The results are consistent with findings in the United States, suggesting that, contrary to popular thinking, adolescent childbearing does not hamper significantly the lifelong opportunities of the young mothers. Actually, women who gave birth during their adolescence have on average 0.34 more years of education, and are 21 percentage points more likely to be employed, compared with their counterparts who miscarried. The results also suggest, however, greater dependence on social welfare among women who gave birth during adolescence: their social assistance income is 36 percent higher, and they are more likely to participate in social programs, especially the conditional cash transfer program Oportunidades.
Income Inequality and Violent Crime : Evidence from Mexico's Drug War

(World Bank, Washington, DC, 2014-06) Enamorado, Ted ; López-Calva, Luis-Felipe ; Rodriguez Castelan, Carlos ; Winkler, Hernán

The relationship between income inequality and crime has attracted the interest of many researchers, but little convincing evidence exists on the causal effect of inequality on crime in developing countries. This paper estimates this effect in a unique context: Mexico's Drug War. The analysis takes advantage of a unique data set containing inequality and crime statistics for more than 2,000 Mexican municipalities covering a period of 20 years. Using an instrumental variable for inequality that tackles problems of reverse causality and omitted variable bias, this paper finds that an increment of one point in the Gini coefficient translates into an increase of more than 10 drug-related homicides per 100,000 inhabitants between 2006 and 2010. There are no significant effects before 2005. The fact that the effect was found during Mexico's Drug War and not before is likely because the cost of crime decreased with the proliferation of gangs (facilitating access to knowledge and logistics, lowering the marginal cost of criminal behavior), which, combined with rising inequality, increased the expected net benefit from criminal acts after 2005.
Declining Wages for College-Educated Workers in Mexico: Are Younger or Older Cohorts Hurt the Most?

(World Bank, Washington, DC, 2016-01) Campos-Vazquez, Raymundo M. ; Lopez-Calva, Luis F. ; Lustig, Nora

Wage inequality has declined in Mexico since 2000. Using data from Mexican labor surveys for the period between 2000 and 2014, this paper investigates whether the decline was driven by wages declining more sharply for younger or older workers. The analysis finds that the wages of older workers declined and the decline was more pronounced in the older cohort. This would seem to support the hypothesis that older workers' skills have become obsolete.
A Vulnerability Approach to the Definition of the Middle Class

( 2011-12-01) Lopez-Calva, Luis F. ; Ortiz-Juarez, Eduardo

Measurement of the middle class has recently come to the center of policy debate in middle-income countries as they search for the potential engines of growth and good governance. This debate assumes, first, that there is a meaningful definition of class, and second, that thresholds that define relatively homogeneous groups in terms of pre-determined sociological characteristics can be found empirically. This paper aims at proposing a view of the middle class based on vulnerability to poverty. Following this approach the paper exploits panel data to determine the amount of comparable income -- associated with a low probability of falling into poverty -- which could define the lower bound of the middle class. The paper looks at absolute thresholds, challenging the view that people above the poverty line are actually part of the middle class. The estimated lower threshold is used in cross-section surveys to quantify the size and the evolution of middle classes in Chile, Mexico, and Peru over the past two decades. The first relevant feature relates to the fact that the proposed thresholds lie around the 60th percentile of the distribution. The evidence also shows that the middle class has increased significantly in all three countries, suggesting that a higher number of households face lower probabilities of falling into poverty than they did in the 1990s. There is an important group of people, however, which cannot be defined as middle class from this perspective, but are not eligible for poverty programs according to traditional definitions of poverty.
Income and Beyond: Multidimensional Poverty in Six Latin American Countries

(Springer Netherlands, 2013-06) Battiston, Diego ; Cruces, Guillermo ; López-Calva, Luis F. ; Lugo, Maria Ana ; Santos, Maria Emma

This paper studies multidimensional poverty for Argentina, Brazil, Chile, El Salvador, Mexico and Uruguay for the period 1992–2006. The approach overcomes the limitations of the two traditional methods of poverty analysis in Latin America (income-based and unmet basic needs) by combining income with five other dimensions: school attendance for children, education of the household head, sanitation, water and shelter. The results allow a fuller understanding of the evolution of poverty in the selected countries. Over the study period, El Salvador, Brazil, Mexico and Chile experienced significant reductions in multidimensional poverty. In contrast, in urban Uruguay there was a small reduction in multidimensional poverty, while in urban Argentina the estimates did not change significantly. El Salvador, Brazil and Mexico, and rural areas of Chile display significantly higher and more simultaneous deprivations than urban areas of Argentina, Chile and Uruguay. In all countries, deprivation in access to proper sanitation and education of the household head are the highest contributors to overall multidimensional poverty.
Stability and Vulnerability of the Latin American Middle Class

(Taylor and Francis, 2013-09-27) Torche, Florencia ; Lopez-Calva, Luis F.

Using panel data-sets from Mexico and Chile for the first years of the 21st century, the authors examine the determinants of middle-class intra-generational mobility. The middle class is defined by means of a latent index of economic well-being that is less sensitive to short-term fluctuation and measurement error than standard measures of income. The authors find high rates of both upward and downward mobility in Mexico and Chile, indicating that the middle class has opportunities to move to higher levels of well-being but is also vulnerable to falling into poverty. In both countries, labour-market resources (education and occupational status of the household head and number of members in the labour market) are much stronger determinants of mobility than demographic factors, suggesting the importance of policies that foster human capital and protect workers from shocks. Rural middle-class households are substantially more vulnerable to falling into poverty and have little chance of advancing to upper classes than their urban counterparts.
Persistent Misallocation and the Returns to Education in Mexico

(World Bank, Washington, DC, 2019-01) Levy, Santiago ; Lopez-Calva, Luis Felipe

Over the last two decades, Mexico has experienced macroeconomic stability, an open trade regime, and substantial progress in education. Yet average workers' earnings have stagnated, and earnings of those with higher schooling have fallen, compressing the earnings distribution and lowering the returns to education. This paper argues that distortions that misallocate resources toward less-productive firms explain these phenomena, because these firms are less intensive in well-educated workers compared with more-productive ones. It shows that while the relative supply of workers with more years of schooling has increased, misallocation of resources toward less productive firms has persisted. These two trends have generated a widening mismatch between the supply of, and the demand for, educated workers. The paper breaks down worker earnings into observable and unobservable firm and individual worker characteristics, and computes a counterfactual earnings distribution in the absence of misallocation. The main finding is that in the absence of misallocation average earnings would be higher, and that earnings differentials across schooling levels would widen, raising the returns to education. A no-misallocation path is constructed for the wage premium. Depending on parameter values, this path is found to be rising or constant, in contrast to the observed downward path. The paper concludes arguing that the persistence of misallocation impedes Mexico from taking full advantage of its investments in the education of its workforce.
Poverty Convergence in a Time of Stagnation: A Municipal-Level Perspective from Mexico (1992-2014)

(World Bank, Washington, DC, 2019-10) Lopez-Calva, Luis F. ; Ortiz-Juarez, Eduardo ; Rodriguez-Castelan, Carlos

This paper exploits a novel municipal-level data set to explore patterns of convergence in income and poverty in Mexico during 1992-2014. The paper finds that, despite a context of overall stagnant economic growth and poverty reduction, there is evidence of income and poverty convergence at the municipal level. The findings suggest that these convergence processes stem from a combination of considerable positive performance among the poorest municipalities and stagnant and deteriorating performance among richer municipalities. Re distributive programs, such as federal transfers to poor municipalities and cash transfers to poor households, seem to have played an important role in driving these results by bolstering income growth among the poorest municipalities, while also inducing progressive changes in the distribution of income.