Understanding why voltage and current sources are to be divided by s in the frequency domain
It's because the Laplace transform is:
$$A \to \dfrac{A}{s}$$

You assume that the source is applied at t=0:
$$\int_{0}^{\infty} A e^{-st} \, dt = \frac{A}{s}$$