This paper aims to answer two main questions. First, what is the number of people exposed to climate hazards in LAC, and whether the exposure rate is higher for the poor than the non-poor. Second, whether there are hotspots, namely areas in the region where the incidence of climate hazard exposure and poverty rate are so high that they merit special policy attention. To answer these questions, we use an overlay of poverty maps and georeferenced information about climate hazards in the region as per methods by Doan, et al. (2023) but using five -rather than four- climate hazards (droughts, hurricanes, heatwaves, floods and landslides) and poverty maps at the administrative level 2 (ADM2, referring to county, district or municipality) rather than only provincial or departmental level (ADM1). Our estimates indicate that 36.9 percent of the population is exposed to at least one of the five climate hazards under consideration. If looking at the population in poverty only, the percentage is higher, 44.6 percent, whereas the exposure rate for the non-poor is 34.0 percent. Some areas in the territory of the continent experience high exposure to climate hazards and high poverty rates. These hotspots include about 10 percent of the population of the region. These areas are located in the Brazilian north-east, the upper-Amazon region of Colombia, Ecuador, Peru and Brazil, the Chaco region of Argentina, Brazil and Paraguay, the islands of the Caribbean, the western coast of the Gulf of California and the Yucatan Peninsula.
| Repository name | URI |
|---|---|
| Reproducible Research Repository (World Bank) | https://reproducibility.worldbank.org |
Paper exhibits were reproduced on a computer with the following specifications:
• OS: Windows 11 Enterprise
• Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ 2.80 GHz (4 processors)
• Memory available: 32.0 GB
• Software version: Stata 18.0 MP
~ 25 minutes run time
The package uses the Stata package datalibweb, which is accessible only to World Bank staff. The following instructions apply to World Bank staff.
Since all the data is not included, the package includes the results produced by replicators in the Results folder. These files can be used to review the results presented in the paper.
Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.
| Author | Affiliation | |
|---|---|---|
| Samuel Freije-Rodríguez | World Bank | sfreijerodriguez@worldbank.org |
| Ben J. Brunckhorst | World Bank | bbrunckhorst@worldbank.org |
| Miki Khanh Doan | World Bank | mkdoan@worldbank.org |
| Minh Cong Nguyen | World Bank | mnguyen3@worldbank.org |
| Alejandro de la Fuente | World Bank | adelafuente@worldbank.org |
| Catalina Garcia Garcia | World Bank | cgarciagarcia@worldbank.org |
2025-08-08
| Location | Code |
|---|---|
| Latin America | LAC |
The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.
| Name | URI |
|---|---|
| Modified BSD3 | https://opensource.org/license/bsd-3-clause/ |
| Name | Affiliation | |
|---|---|---|
| Samuel Freije-Rodríguez | World Bank | sfreijerodriguez@worldbank.org |
| Reproducibility WBG | World Bank | reproducibility@worldbank.org |
| Name | Abbreviation | Affiliation | Role |
|---|---|---|---|
| Reproducibility WBG | DECDI | World Bank - Development Impact Department | Verification and preparation of metadata |
2025-08-08
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