Male-Reported Home and Livestock Damage from Natural Disasters

Survey data measures the percentage of male respondents aged 15 and older who report damage to their home or livestock from natural disasters or severe weather events in the preceding three years. The dataset is produced by the World Bank's Gender Statistics team. The specific temporal coverage and geographic scope are not detailed in the provided information.

Use Cases

• Analyze correlations between reported damage percentages and regional disaster frequency data.
• Model the differential impact of natural disasters on male-headed households versus broader populations using the gender-specific damage metric.
• Track trends in male-reported asset damage over time to evaluate the effectiveness of disaster resilience programs.
• Benchmark country-level male vulnerability to climate shocks using the standardized damage percentage indicator.

Strengths

• Data focuses on a specific demographic group (men aged 15+), enabling gender-disaggregated analysis.
• The indicator measures impact over a defined three-year recall period, standardizing temporal assessment.

Limitations

• The dataset lacks complementary female-specific data for direct gender comparison.
• The sample size, respondent selection methodology, and geographic coverage are unknown, limiting generalizability.
• Relies on self-reported recall data over a three-year period, which may be subject to memory bias.

Provenance

Source

World Bank Gender Statistics

Collection Method

Survey data collection from respondents.

Time Range

Past three years (specific years unknown).