generate into a few short sentences using lay terms? Pearson Correlation Coefficient r r: The Pearson correlation coefficient, denoted as r r, measures the strength and direction of the linear relationship between two variables. In your analysis, r = 0.98 r=0.98, which suggests a strong negative linear relationship. This means that as one variable increases, the other variable tends to decrease in a highly consistent manner. Critical Value and Significance: The critical value is the threshold that r r must exceed (in absolute terms) for the correlation to be deemed statistically significant. You have provided a critical value of 0.950 0.950. This suggests the cutoff beyond which the correlation is considered statistically significant. Since the calculated r = 0.98 r=0.98 is less than 0.950 0.950 (it's more negative), it indicates that the correlation is indeed statistically significant. Interpretation of Results: Given that the correlation coefficient is greater in absolute value than the critical value, you can confidently state that there is a statistically significant strong negative correlation between the variables. "Statistically significant" implies that the observed correlation is unlikely to be due to random chance, assuming the underlying assumptions of Pearson's correlation have been met