Research and Policy Papers
This paper evaluates the effects of Colombia's transition to a low-carbon economy on employment and pensions. Utilizing a three-stage analysis integrating national energy scenarios, an input-output model, and a pension microsimulation model, we quantify the green transition's effects on employment and pensions. Our results indicate a net reduction in employment requirements, more pronounced without specific transition policies (2.16% long-run reduction) compared to a scenario with active transition measures (0.4% reduction). Job losses are concentrated in high-carbon sectors (oil, coal), with industry and services also affected through intersectoral linkages. Conversely, renewable energy sectors show employment gains. The projected employment changes have a modest negative impact on the pension system. Contributory pension coverage sees a slight decrease, and fiscal pressure and benefits inequality exhibit minimal changes. These limited effects result from the relatively small employment shocks and stringent pension eligibility criteria.
Breaking Barriers in Retirement Planning: Evidence from Colombia’s Dual-Advisory Program with Eduardo Cavallo and Carlos S. Guzmán [PDF]
This paper investigates the impact of behavioral frictions and information provision on retirement planning through the Dual Advisory program in Colombia. The program gradually became mandatory to prevent costly mistakes and offered personalized information on switching pension plans. Using a regression discontinuity design and administrative data, we estimate the causal effects of the program on switching behavior and contribution patterns. The findings indicate that the program reduced unfavorable switches by approximately 29.5%, due to a combination of deterring would-be switchers for whom the switch would have resulted in lower expected pension (22.7%) and the information received by those who attended the sessions (6.7%). However, the program also deterred favorable switches by 10.7%. There is no evidence of the program affecting contribution frequency post-intervention.
Labor Demand Responses to Payroll Taxes in an Economy with Wage Rigidity: Evidence from Colombia with Leonardo Morales [PDF]
This paper analyzes the effect of payroll taxes on the formal sector labor demand in the presence of wage rigidity. In particular. We study the impact of a reduction of payroll taxes on the creation of formal jobs in Colombia, where about 40 percent of formal-sector workers earn the minimum wage. Using a reform that granted tax credits to firms hiring workers younger than 28 years of age, we obtain estimates of the effect of payroll taxes on formal-sector employment and wages. We show that payroll tax incidence is borne by formal-sector employers. The reduction in payroll taxes increased Formal-sector employment and did not affect wages. Using the estimation results, we recover an estimate of the elasticity of the formal-sector labor demand between −0.53% and −0.87%.
This paper examines the impact of the green transition on the Colombian labor market. Using a task-based approach and data from the 2022 Colombian Household Survey, we find that approximately 22.6% of Colombian employment is linked to green tasks, with 15.9% directly affected by the green transition. While these figures are in line with global estimates, most jobs will not change significantly. Green jobs are concentrated among men, urban residents, and higher-educated workers with STEM degrees in managerial roles, who also earn more and are located at the top of the income distribution. In addition, the tasks and skills of occupations of workers with a lower prevalence of jobs limit their mobility to green jobs. This suggests a need for targeted training programs to facilitate the transition of non-green workers to green occupations, given the limited transferability of skills between these types of jobs.
Protección económica en la vejez de las mujeres en Colombia with Natalia Ramírez Bustamante, Juana Piñeros Ruíz, Ana María Tribín, and Daniela Gonzáles [PDF]
En este documento estudiamos la magnitud, las causas y consecuencias de las desigualdades de género que existen en el sistema previsional colombiano y discutimos alternativas de política pública que contribuyan a solucionar o mitigar estas diferencias. Usando información de encuestas de hogares y datos administrativos, se documenta que, comparada con un hombre mayor, la probabilidad de que una mujer mayor acceda a una pensión contributiva es 11 puntos porcentuales (p.p.) menor y tiene una mayor probabilidad de encontrarse en niveles de ingresos pensionales bajos. La baja cobertura del sistema de pensiones contributivo (apenas 1 de cada 4 colombianos reciben una pensión contributiva), hace que la vulnerabilidad económica de las personas mayores, especialmente mujeres y los hogares más vulnerables, recaiga sobre cambios en la estructura del hogar (personas mayores viven con parientes jóvenes), transferencias por parte de sus familias y transferencias no contributivas. Además, el documento discute diversas opciones de política para abordar estas brechas, incluyendo cambios en el sistema de pensiones y la implementación de políticas no contributivas o universales para garantizar la seguridad financiera de la población mayor, especialmente las mujeres. Al evaluar los costos fiscales de estas medidas, cerrar las brechas de género del sistema previsional colombiano requerirá de esfuerzos fiscales importantes, siendo más efectivo la ampliación de sistemas no contributivos que alcancen a la población no pensionada.
Protección Económica a la Vejez en Colombia: Avenidas de Reforma with Manuel García-Huitrón and Carolina González-Velosa [PDF]
Múltiples estudios han subrayado la necesidad urgente de reformar el sistema pensional colombiano, y la mayor parte de la discusión se ha centrado en proponer la implementación de alguna opción de reforma y sustentar las ventajas de esta alternativa. Este documento aborda una perspectiva diferente: compara las principales alternativas que han sido presentadas en años recientes para mejorar tanto el sistema contributivo como los programas solidarios y transparenta los dilemas a la luz de distintos objetivos de política. Además, el documento explora alternativas de reforma que mejoran la viabilidad de los productos de retiro y que son capaces de alinear la actuación de las administradoras con los intereses a largo plazo de los afiliados. Finalmente, se discuten alternativas para la creación de capacidades institucionales que fortalezcan los mecanismos de rendición de cuentas y faciliten la adaptación del sistema en el futuro. Las avenidas de reforma discutidas a lo largo del documento tienen distintos beneficios y costos dependiendo de los objetivos que se estén considerando. Por lo tanto, la elección de una opción dependerá del tipo de contrato social alrededor del cual haya un consenso como país.
Direct and Indirect Effects of Lockdown Policies on Poverty and Inequality in Latin America with Andrés Álvarez, Catalina Bernal, Julio Daly, Juliana Quigua, Yyannu Cruz Aguayo [PDF]
We estimate the possible effects on poverty and income distribution of the crisis unleashed by Covid-19 on a group of Latin America and Caribbean countries, representing 80% of the total population in the region: Argentina, Brasil, Chile, Colombia, Ecuador, Honduras, Mexico, Paraguay, Peru, and Uruguay. We use household survey data from pre-crisis national household surveys and, based on prospective scenarios of vulnerability to the shock, we compute the impact that income losses may have on a country's poverty levels and inequality. Our vulnerability scenarios are based on the national policies used to prevent the rapid expansion of the Coronavirus. Additionally, for a sub-sample of 6 countries (Brazil, Chile, Colombia, Ecuador, Mexico and Peru) we use Input-Output linkages to estimate direct and indirect shocks to consider how the differences of the productive structures, economic linkages, and labor market characteristics of each country could result in different effects on poverty and inequality. We find a significant increase on poverty headcount ranging from 25% to 33% percent in our different estimations. The results show heterogeneity on the exposure to the shocks. Two main factors explain differences across countries: their level of specialization in activities labeled as essential (e.g., agriculture, public sector, food retail) and their level of employment protection and stability (i.e., type of contract and employment in larger firms). We find a higher vulnerability to the propagation of the shocks in countries with a bigger agricultural sector, and less vulnerability in countries with bigger firms, and lower informality.
Emerging economies are characterized by an extremely high prevalence of informality, small-firm employment and jobs not fit for working from home. These features factor into how the COVID-19 crisis has affected the economy. We develop a framework that, based on accounting identities and actual data, quantifies potential job and income losses during the crisis and recovery for economies with different economic organization structures. Our analysis incorporates differential exposure of jobs across categories of firm-size and formality status, as well as sectors and occupations. We account for the direct supply shock caused by lockdowns, the idiosyncratic demand shock suffered by sectors that rely on high contact with their costumers, the transmission of both shocks through IO linkages, and the overall aggregate demand effect derived from these shocks. Applying our framework to data for Colombia, which exhibits an employment distribution similar to that of other emerging market countries, in particular Latin America, we find that well over 50% of jobs are at risk in the initial stages of the crisis. Because informal jobs and those not fit for telework are at higher risk, this number goes down to 33% if the US employment distribution is imposed on the Colombian data. As the crisis deepens, the risk of unemployment grows. However, informality rebounds quickly in the recovery, an employment at risk is quickly reduced to 20% of the baseline, all concentrated in formal jobs. Our findings point to the importance of action to maintain formal matches from dissolving, given their scarcity and rebuilding difficulty, while protecting the poor and the informal via income transfers.
Peer-Reviewed Articles & Chapters in Books
“Nueva evidencia sobre la informalidad laboral y empresarial en Colombia.” Ensayos sobre Política Económica (ESPE), Andrea Otero Cortés (Coordinator), núm. 108, febrero, 2025 (Go to document)
“The Effect of Future Pension Benefits on Labor Supply in a Developing Economy.” Economic Development and Cultural Change 72(3), 1527-1566, 2024 (Go to paper)
“Personal safety first: Do workers value safer jobs?” with J.-A. Guerra, Journal of Economic Behavior & Organization, 212, p. 996-1016, 2023 (Go to paper)
“The Socioeconomics of COVID and Lockdowns Outside Advanced Economies: The Case of Bogota.” with M. Eslava, J.-C. Cárdenas, M. Isaacs, and D. Mejia, Economía LACEA Journal, 22(1), p.31–46, 2023 (Go to paper)
“Effects of future pension benefits on pre-retirement labor supply: Evidence from Chile.” Review of Development Economics, 27 (1), 198-219, 2023 (Go to paper)
“The impact of natural disasters on economic growth.” with E. Cavallo, and L. Acevedo. Handbook on the Economics of Disasters. Edward Elgar Publishing, 2022. 150-192. (Go to chapter)
“La exposición del empleo al Covid-19 en Colombia.” with L. Alfaro, and M. Eslava. Covid-19 consecuencias y desafíos en la economía colombiana. Una mirada desde las universidades. Banco de la Republica, 2022. 131-149. (Go to chapter)
“Where is the Money? Post-Disaster Foreign Aid Flows.” with E. Cavallo and I. Noy, Environment and Development Economics, 20 (5), pp.561-586, 2015 (Go to paper)
“Foreign Aid in the Aftermath of Large Natural Disasters.” with E. Cavallo and I. Noy, Review of Development Economics, 18 (3), 445–460, 2014 (Go to paper)
“The Politics of Financial Development: The Role of Interest Groups and Government Capabilities.” with E. Cavallo and C. Scartascini, Journal of Banking and Finance, 36 (3), 626-643, 2012. (Go to paper)
“Estimating the Direct Economic Damage of the Earthquake in Haiti.” with E. Cavallo and A. Powell, The Economic Journal, 120 (546), F298-F312, 2010. (Go to paper)