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11. The Impact of Robots in Latin America: Evidence from Local Labor Markets

Author:
Irene Brambilla, Andrés César, Guillermo Falcone, and Leonardo Gasparini
Publication Date:
04-2023
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
We study the effect of robots on labor markets in Argentina, Brazil, and Mexico, the major robot users in Latin America, during the period 2004{2016. We exploit spatial and time variations in exposure to robots arising from initial differences in industry specialization across geographic locations and the evolution of robot adoption across industries, to estimate a causal effect of robots on local labor market outcomes. We find that district’s exposure to robots causes a relative deterioration in labor market indicators such us unemployment and labor informality. We document that robots mainly replace formal salaried jobs, affecting young and semi-skilled workers to a greater extent, and that informal employment acts as a buffer that prevents a larger increase in unemployment.
Topic:
Unemployment, Robotics, Labor Market, and Informal Economy
Political Geography:
Brazil, Argentina, Latin America, and Mexico

12. Labor Informality and Market Segmentation in Senegal

Author:
Carlos Rodríguez-Castelán and Emmanuel Vazquez
Publication Date:
10-2023
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
Understanding the selection of workers into informality is a policy priority to design programs to increase formalization across Sub-Saharan Africa, where nine out of ten workers are informal. This paper estimates a model of self-selection with entry barriers into the formal sector to identify the extent of involuntary informality in Senegal, a representative country in terms of levels of informality in West Africa and with one of the most rigid labor markets in the world. Results show that the desire of being formal is greater for workers with formal education, married and with a lower proportion of children under the age of 5 living in the household. The individual’s preference for the formal sector also grows with age at a decreasing rate. Results also show that labor informality is mainly a voluntary phenomenon with 30 percent of informal workers being involuntarily displaced into the informal sector. Results are robust to different model specifications, definitions of labor informality and heterogenous groups of workers.
Topic:
Labor Market, Informal Economy, Informality, and Segmentation
Political Geography:
Africa and Senegal

13. The Short-Term Labor Market Impact of Venezuelan Immigration in Peru

Author:
Celia P. Vera and Juan Pablo Jiménez
Publication Date:
10-2022
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
Peru is the second-largest recipient of Venezuelans worldwide. We combine newly available data on Venezuelans living in Peru and the Peruvian Household Survey to assess the impact of Venezuelan migration on natives’ wages and employment. The initial regression analysis exploits the variation in supply shifts across education-experience groups over time. It indicates that immigration in Peru had no adverse impact on native wages. However, the paper highlights that in Peru immigrants and natives with similar education and experience are likely to work in different occupations. The subsequent analysis based on occupational clustering confirms the null effect on wages and indicates that a 20% increase in immigrants decreases formal employment by 6%. We do not find evidence for changes in employment composition toward informality so that migration operates through the extensive margin of employment. We report evidence in favor of immigrants being a close substitute to the least productive natives, suggesting that firms substitute native formal labor for low-cost immigrant informal labor.
Topic:
Education, Immigration, Labor Market, and Informal Economy
Political Geography:
South America, Venezuela, and Peru

14. Does the Minimum Wage Affect Wage Inequality? A Study for the Six Largest Latin American Economies

Author:
Carlo Lombardo, Lucía Ramírez-Leira, and Leonardo Gasparini
Publication Date:
09-2022
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
Minimum wage (MW) policies are widespread in the developing world and yet their effects are still unclear. In this paper we explore the effect of national MW policies in Latin America’s six largest economies by exploiting the heterogeneity in the bite of the national minimum wage across local labor markets and over time. We find evidence that the MW has a compression effect on the wage distribution of formal workers. The effect was particularly large during the 2000s, a decade of sustained growth and strong labor markets. In contrast, the effect seems to vanish in the 2010s, a decade of much weaker labor markets. We also find suggestive evidence of a lighthouse effect: the MW seems to have an equalizing effect also on the wage distribution of informal workers.
Topic:
Income Inequality, Economy, Labor Market, Minimum Wage, and Informal Economy
Political Geography:
South America and Latin America

15. Going Green: Estimating the Potential of Green Jobs in Argentina

Author:
Natalia Porto, Pablo de la Vega, and Manuela Cerimelo
Publication Date:
08-2022
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
This paper aims to identify and characterize the potential of green jobs in Argentina, i.e., those that would benefit from a transition to a green economy, using occupational green potential scores calculated in US O*NET data. We apply the greenness scores to Argentine household survey data and estimate that 25% of workers are in green jobs, i.e., have a high green potential. However, when taking into account the informality dimension, we find that 15% of workers and 12% of wage earners are in formal green jobs. We then analyze the relationship between the greenness scores (with emphasis on the nexus with decent work) and various labor and demographic variables at the individual level. We find that for the full sample of workers the green potential is relatively greater for men, the elderly, those with very high qualifications, those in formal positions, and those in specific sectors such as construction, transportation, mining, and industry. These are the groups that are likely to be the most benefited by the greening of the Argentine economy. When we restrict the sample to wage earners, the green potential score is positively associated with informality.
Topic:
Labor Market, Green Jobs, and Green Economy
Political Geography:
Argentina and South America

16. Costs and Benefits of Trade Shocks: Evidence from Chilean Local Labor Markets

Author:
Andres Cesar, Guillermo Falcone, and Leonardo Gasparini
Publication Date:
07-2022
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
We study Chile’s labor market responses to trade shocks during 1996-2006, exploiting spatial and time variations in trade exposure arising from initial differences in industry specialization across local labor markets and the evolution of shocks across industries. We take advantage of China’s supply and demand’s worldwide shocks to instrument for Chinese import competition and demand for Chilean exports. Our main finding is that increasing manufacturing import competition implied a significant rise in labor informality in more exposed local markets, especially among young and unskilled workers. These groups also suffered significant relative wage losses. Meanwhile, locations that benefited most from the increased demand for primary products experienced a relative increase in employment, particularly among young individuals, and reallocation from self-employment towards salaried jobs in the formal sector, along with relative wage gains among old-age workers. Interestingly, these areas experienced a smaller increase in tertiary education enrollment rates than less exposed areas.
Topic:
Employment, Trade, Labor Market, and Informal Economy
Political Geography:
South America and Chile

17. The distributional effect of a massive exodus in Latin America and the role of downgrading and regularization

Author:
Carlo Lombardo, Julian Martinez-Correa, Leonardo Penaloza-Pacheco, and Leonardo Gasparini
Publication Date:
11-2021
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
The massive displacement of Venezuelan citizens to Colombia is the second most important episode of forced migration in the world. We study the impact of this demographic shock on the Colombian income distribution exploiting the geographical heterogeneity in the intensity of migration. We use RIF regressions in an instrumental variables approach to account for the non-random pattern of location of immigrants. We find that despite the fact that Venezuelan immigrants are relatively skilled compared to native Colombian workers, the exodus had a larger negative effect on the lower tail of the wage distribution, implying increases in income inequality and poverty. We link this result to a sizeable downgrading of (mostly unregistered) Venezuelan recent migrants who work in more routine tasks and earn lower wages than natives with similar characteristics. We also explore a large regularization program for immigrants and find that it was associated to a reduction in the extent of downgrading, and hence, to a mitigation of the unequalizing impact of the exodus.
Topic:
Migration, Income Inequality, and Labor Market
Political Geography:
Colombia, South America, and Venezuela

18. The Risk of Automation in Argentina

Author:
Guillermo Falcone and Carlo Lombardo
Publication Date:
04-2020
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
In this paper we characterize workers’ vulnerability to automation in the near future in Argentina as a function of the exposure to routinization of the tasks that they perform and the potential automation of their occupation. In order to do that we combine (i) indicators of potential automatability by occupation and (ii) worker’s information on occupation and other labor variables. We find that the ongoing process of automation is likely to significantly affect the structure of employment. In particular, unskilled and semi-skilled workers are likely to bear a disproportionate share of the adjustment costs. Automation will probably be a more dangerous threat for equality than for overall employment.
Topic:
Science and Technology, Employment, Inequality, Job Creation, and Labor Market
Political Geography:
Argentina and South America