There's likely not causation with any individual factor, because it's a multivariable model. There are probably a dozen factors that contribute to the birth rat

There's likely not causation with any individual factor, because it's a multivariable model. There are probably a dozen factors that contribute to the birth rate, including those you mentioned and probably many others.