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US Agriculture Value Added vs US Birth Rate
US Agriculture Value Added and US Birth Rate correlate at r = +0.54 over 25 years (1997–2021), p = 0.0053. With the time trend removed, r = -0.17. Holds up after detrending.
Verdict: Holds up after detrending. Statistically significant (p = 0.0053) and the association survives trend removal (detrended r = -0.17). Correlation still isn't causation, but this one isn't an obvious artifact.
- Pearson r
- +0.54
- p-value
- 0.0053
- Years compared (n)
- 25 (1997–2021)
- 95% confidence interval
- 0.19 to 0.77
- Correlation with the time trend removed
- -0.17
Sources
- US Agriculture Value Added (% of GDP): World Bank. US Agriculture Value Added (World Bank indicator NV.AGR.TOTL.ZS).
- US Birth Rate (per 1,000 people): World Bank. US Birth Rate (World Bank indicator SP.DYN.CBRT.IN).
Related pairs
- Atmospheric Methane (global) vs US Birth Rate (r = -0.95)
- US Adult Obesity vs US Birth Rate (r = -0.93)
- US Adolescent Birth Rate vs US Birth Rate (r = +0.92)
- US Birth Rate vs US Resident Patent Applications (r = -0.92)
- US Fertility Rate vs US Birth Rate (r = +0.91)
- US Birth Rate vs US R&D Expenditure (r = -0.91)
Correlation does not imply causation. How the verdict is worked out.