Graphical results of the linear regression between Fertility and HIV Prevalence among women 15-49 are shown in Figure 1. The linear regression resulted in a negative correlation between the variables Fertility and HIV Prevalence (p-value:4.957e-06, Adjusted R-squared: 0.315).
Multiple Linear Regression Analysis with Modifier “Ever Use of Injections”
The results of the multiple linear regression analysis of the relationship between HIV and Fertility including the modifier “Ever Use of Injections” resulted in non-significant p-values (p-value for Fertility vs. HIV Prevalence: 0.128, p-value for Fertility vs. Ever Use of Injections: 0.371, Adjusted R-squared: 0.2762).