Rural growth rate linked to female 65-69 population
Comparing Rural population, annual growth rate with Population ages 65-69, female, per capita across 202 countries, 2025–2025.
- Rank correlation
- -0.58
- Holding size constant
- -0.51
- Countries compared
- 202
- Period
- 2025–2025
What might link these
The correlation might be due to urbanization trends, where countries with slower rural growth rates have a higher proportion of older females in their population. A careful reader should consider the potential impact of healthcare systems and social security on this relationship. Education level could be a likely confounder.
Why this is not proof of anything
This is a correlation across countries, not an experiment. It cannot show that either indicator causes the other, and both may simply follow a third thing. This correlation could mislead by implying a direct relationship between rural growth and aging population demographics, when in fact it may be driven by underlying factors such as urbanization and development.
The second figure above repeats the measurement with national population and income held constant. It is the more conservative number: a relationship that largely disappears there was mostly telling you that larger, richer countries have more of most things.
How this was measured
Both indicators were ranked across every country reporting each, and the two rankings compared — ranks rather than raw values, because a handful of very large countries can otherwise manufacture a relationship on their own. The calculation is arithmetic over figures already published on this site; the commentary above is drafted from the two indicator names and the resulting coefficients.