Healthcare Spending vs. Economic Output

Each point is a country, latest year with both figures available · x-axis log scale. Watch for countries sitting well above or below the general trend for their income level — that's where spending and outcomes are most out of sync.
Color capped to three regions plus "Other" — more categories on a scatter plot stop being reliably distinguishable.

Physicians per 1,000 — Top 20

Workforce density leaders — small, wealthy nations and those with strong medical-training pipelines dominate this list
#CountryPer 1,000

Hospital Beds per 1,000 — Top 20

Inpatient capacity leaders — this ranking correlates less with wealth than the physician chart does
#CountryPer 1,000