Health & Development

All topics →

Health spending, child survival, education, HDI, innovation

Research (8)

Scatter plot showing brain drain as intersection of education and emigration
12 min read

Brain Drain Tracker

Nigeria trains doctors. Britain employs them. We tracked the global brain drain — who loses talent, who gains it, and whether remittances make up the difference.

DemographicsHealth & Development
wb_wdiun_desa_popunesco_uis
Scatter plot showing under-5 mortality declining with national income
11 min read

Child Survival & National Income

If you could know only one number about a country, it should be under-5 mortality. It captures income, health, education, water, and women's empowerment in a single statistic.

Health & Development
wb_wdiunicef_sowcwho_gho
Scatter plot showing weak correlation between education spending and innovation output
10 min read

Education Spending vs Innovation Output

Some countries spend billions on education and produce no patents. Others spend less and lead the world in innovation. The missing ingredient isn't money — it's R&D.

Health & DevelopmentGovernance
wb_wdiunesco_uis
Scatter plot showing the logarithmic relationship between electricity consumption and human development
8 min read

The Energy-Prosperity Ladder

There is a clear energy consumption threshold countries must cross for human development. Below ~4,000 kWh per capita, every additional kilowatt-hour transforms lives. Above 10,000, you're just heating empty rooms.

Energy & ClimateHealth & Development
wb_wdiundp_hdrun_desa_pop
Bar chart showing food import dependency across vulnerable nations
10 min read

Food Import Vulnerability

40 countries can't feed themselves — and the list is growing. We mapped food import dependency against arable land, population growth, and income. The vulnerable are easy to identify.

Trade & GlobalizationHealth & Development
comtrade_hs4_totalswb_wdiun_desa_pop
Logarithmic scatter plot showing health spending vs life expectancy with the US as a clear outlier
9 min read

The Health-Wealth Gradient

America spends more on healthcare than anyone and lives shorter. Cuba spends almost nothing and outlives most of its neighbors. The data reveals a brutal curve of diminishing returns.

Health & Development
wb_wdiwho_gho
Scatter plot showing immunization coverage versus GDP with labeled outliers
10 min read

Pandemic Preparedness vs GDP

Rich countries assumed they were ready for a pandemic. They weren't. We mapped health infrastructure against income — the overperformers are poor countries with good systems.

Health & DevelopmentGovernance
who_ghowb_wdiwb_wgi
Scatter plot showing the S-curve relationship between urbanization and GDP
10 min read

Urbanization vs Productivity

Cities make countries rich — until they don't. We mapped the urbanization-productivity curve for every country. The S-curve is clear, and so are the outliers.

DemographicsHealth & Development
wb_wdiun_desa_pop

Explainers (4)