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Inequality and Crime in Latin America and the Caribbean: New Data for an Old Question

By Ernesto Schargrodsky and Lucía Freira

The purpose of this paper is to study the relationship between inequality and crime, with a focus on the Latin America and Caribbean region. We find a significant, positive, and robust association between these variables.

The results persist if one instruments for inequality with historical variables in crime regressions, suggesting that a causal interpretation of the estimated effect is reasonable. Moreover, inequality is the only variable showing this robust regularity. Education levels, economic activity, income per capita, and poverty show weaker and unstable relationships with crime. The analysis of the distribution of crime victimization indicates that men and youth suffer more crime than women and the elderly. By socio-economic strata, high-income groups suffer more victimization relative to poorer groups in LAC countries, but the poor suffer more homicides.

UNDP LAC Working Paper 13.

Panama City, Panama: United Nations Development Programme, Latin America and the Caribbean , 2021. 48p.

The Costs of Crime and and Violence: Expansion and Update of Estimates for Latin America and the Caribbean

By Perez-Vincent, Santiago M.; Puebla, David; Alvarado, Nathalie; Mejía, Luis Fernando; Cadena, Ximena; Higuera, Sebastián; Niño, José David

Crime and violence have plagued Latin America and the Caribbean (LAC) for decades. For the region’s inhabitants, living amid violence disrupts everyday life, while also complicating the operations of the State and private companies, and reducing societal well-being in multiple ways. The fear and experience of being a victim of crime can affect people’s physical and mental health, lower productivity, and shape fundamental decisions, such as where to live and how to pursue academic and professional development. For the Inter- American Development Bank (IDB) Group, the leading development institution in LAC, the high levels of crime and violence in the region pose a serious obstacle to achieving its strategic objectives of strengthening sustainable economic growth, reducing poverty and inequality, and addressing climate change. Quantifying the cost of crime is fundamental to understanding the gravity of the situation and aligning the dialogue to find concrete actions to remedy it. However, doing so is not a simple task. Measuring the cost of crime requires estimating what the lives of LAC citizens would be like if they were not exposed to crime and violence, and comparing this alternative scenario with the current situation. The complexity of the phenomenon of crime and violence—which affects and is affected by multiple individual and social factors—makes such a comparison difficult. The lack of accurate, up-to-date, and comparable data on crime and victimization in most countries in the region further complicates the task. Moreover, crime generates costs not only from the occurrence of criminal acts but also from the anticipation and fear of them, underscoring the importance of incorporating perceptions of insecurity in analyses of its costs and in shaping public policies. The response to crime also implies a reorientation of resources. Thus, these analyses should also include a review of the allocation and efficiency of public spending on security. Despite these difficulties, but mindful of them, the IDB has promoted a series of publications to aid in quantifying the cost of crime and violence in LAC. The most recent of these publications (Jaitman et al. , 2017) estimated that the direct costs of crime (in terms of (i) human capital lost due to homicides, reported non-lethal crimes, and deprivation of liberty; (ii) expenditures by private firms to prevent crime; and (iii) public spending to respond to and prevent crime) averaged between 3 and 3.5 percent of GDP in 17 countries in the region in 2014. This publication continues that line of research. Prepared in partnership with Fedesarrollo, the document expands, updates, and refines the estimates of these three direct costs of crime and violence. The updated results—covering 22 countries in the region—show that the costs of crime remain high, at around 3.4 percent of GDP in 2022. This is roughly equivalent to 78 percent of the public budget for education, twice the public budget for social assistance, and 12 times the budget for research and development in these countries. The new estimates also show the evolution of these costs over time. In addition to updating the estimates for these three direct costs, this new publication explores the indirect costs of crime and violence (i.e., dimensions affected by fear or by the experience of being a victim of crime or violence). It summarizes recent advances in the academic literature focused on quantifying the impact of crime and violence on various dimensions of development. The evidence, much of it from our region, reveals that crime and violence directly affect the objectives of the IDB Group’s new Institutional Strategy. They impact business and investment, reducing economic growth. They affect human capital accumulation and the health at birth of the most vulnerable populations, deepening poverty and inequality. And they are linked to the unrestricted exploitation of natural resources and ecosystem degradation, thus contributing to climate change. The study concludes with the analysis of three complementary studies, carried out within the framework of this publication, that seek to show how crime imposes costs on our region, affecting tourism activity, migration, and business productivity. Together, the analyses presented in both parts of the paper complement each other to provide a comprehensive look at the costs that crime and violence impose on LAC societies. However, much remains to be learned. Emerging dynamics, such as cybercrime, and complex ones, such as organized crime, pose challenges with likely profound impacts for the LAC region. These issues are evolving in a worrisome way. Organized criminal groups, which account for 50 percent of homicides in the Americas (UNODC, 2023), are increasing their presence and influence, raising concerns about rising violence across the region. In LAC, 54 percent of households report the presence of local criminal groups (Uribe et al. , 2022), and between 20 and 50 percent consider organized crime to be the greatest threat to their security (LAPOP, 2012, 2014, 2019). Improving the measurement of these phenomena and the quantification of their impacts should be an essential part of efforts to achieve an effective public policy approach. The IDB seeks to promote sound public sector institutions and policies that translate into more effective, efficient, and transparent governments that serve the needs of the people and foster sustainable and inclusive growth. The main objective of this publication is to provide information to support these objectives by raising awareness of the magnitude and variety of the impacts of crime and violence in our region. We also hope that it will promote debate and the development of new studies to deepen this complex but urgent research agenda.

Washington, DC: Inter-American Development Bank (“IDB”) 2024. 170p.

Violent Crime and Insecurity in Latin America and the Caribbean – A Macroeconomic Perspective

By Paul M Bisca, Vu Chau, Paolo Dudine, Raphael A Espinoza, Jean-Marc Fournier, Pierre Guérin, Niels-Jakob H Hansen, and Jorge Salas

Violent crime and insecurity remain major barriers to prosperity in Latin America and the Caribbean (LAC). With just 8 percent of the global population, LAC accounts for a third of the world’s homicides. Building on the existing literature, this paper aims to support economic policymakers and development partners by exploring the interplay between insecurity and macroeconomic outcomes, with emphasis on the relationship between violent crime and growth, the business climate, and public finances. The analysis shows that national-level crime indicators mask huge internal disparities, and that municipalities with 10 percent higher homicide rates have lower economic activity by around 4 percent. The paper develops an innovative measure of insecurity—the share of crime-related news—and shows its association with lower industrial production. Using firm-level data, it also estimates that the direct costs of crime, for firms, are around 7 percent of annual sales, and these are much higher when gangs and drug-trafficking organizations are present. Violent crime rises with macroeconomic instability, inequality, and governance problems. Using a large cross-country panel, the analysis finds that homicides increase when a country is affected by negative growth, high inflation, or a worsening of inequality. Victimization surveys indicate that where populations are concerned with the rule of law—impunity and police corruption—only one in five victims file their case with the police. Lack of trust and crime can be mutually reinforcing. Finally, the paper documents the fiscal burden of security provision and finds that spending tends to be inelastic to crime and that spending efficiency could be improved. The paper concludes with policy lessons and areas for additional collaboration between national authorities, international partners, and key stakeholders. These focus on data collection and analysis, economic policies that may address the root causes and manifestations of crime, strengthening rule of law institutions, and intensifying regional exchanges on security and public finance issues.

Washington, DC: : International Monetary Fund. 2024. 60p.