Here's a suggestion you might want to investigate. When solving the SE by the method of separation of variables, we find that the time dependent part of the solution is [itex]\exp{iEt/\hbar}[/itex], and the position dependent part satisfies the time-dependent SE. Denote [itex]\psi(x)[/itex] the solution to the time dependent SE for a given potential. Then the general solution to the SE is [itex]\Psi(x,t)=\psi(x)e^{iEt/\hbar}[/itex], and according to the Born interpretation, [itex]\Psi \Psi^*[/itex] is a probability density function for the position of the particle. But [itex]\Psi \Psi^* = \psi\psi^*[/itex]. I.e. the probability density is is time dependent!
So the question is, would the time dependent part of the [itex]\Psi[/itex] still be such that the probability is time dependent if the t "dependance" of the SE was not of first order?