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US Gross Savings vs US Secondary School Enrollment

US Gross Savings and US Secondary School Enrollment correlate at r = -0.70 over 35 years (1971–2022), p < 0.0001. With the time trend removed, r = -0.38. Holds up after detrending.

Verdict: Holds up after detrending. Statistically significant (p = < 0.0001) and the association survives trend removal (detrended r = -0.38). Correlation still isn't causation, but this one isn't an obvious artifact.

Pearson r
-0.70
p-value
< 0.0001
Years compared (n)
35 (1971–2022)
95% confidence interval
-0.84 to -0.48
Correlation with the time trend removed
-0.38

Sources

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Correlation does not imply causation. How the verdict is worked out.