Looking at a possible relationship between pharmaceutical spending and prevalence of anxiety disorders
Anxiety disorder rates have been increasing among Americans of many age ranges for the past twenty years
Pearson's product-moment correlation
data: combined_data$pc_anxiety and combined_data$PC_GDP
t = -3.1694, df = 166, p-value = 0.001819
alternative hypothesis: true correlation is not equal to 0
95 percent confidence interval:
-0.37665693 -0.09074187
sample estimates:
cor
-0.2388698
At p = 0.05, this test is statistically significant, meaning that anxiety prevalence is negatively correlated with percent of GDP across the 28 countries with available data. While this association certainly does not imply any causation, it is clear that increased spending on available pharmaceuticals does not correlate with better solutions to anxiety.