If $A = \begin{pmatrix} 1 & 2 \\ 3 & 4 \end{pmatrix}$ and $k$ is a scalar such that $kA = \begin{pmatrix} 3 & 6 \\ 9 & 12 \end{pmatrix}$, what is the value of $k$?