IMF reserves linked to oil consumption
Comparing Oil consumption, per capita with Reserve position in the IMF, US dollar, per capita across 185 countries, 2025–2025.
- Rank correlation
- +0.74
- Holding size constant
- +0.62
- Countries compared
- 185
- Period
- 2025–2025
What might link these
A possible link between the two indicators could be a country's overall economic stability and energy demand. However, a careful reader should be cautious about potential confounders such as industrialization level or technological advancement. The partial correlation controlling for population and GDP reduces but does not eliminate the possibility of other confounding variables.
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. Correlation does not imply causation, and the relationship may be influenced by other underlying factors not accounted for in the analysis.
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.