Different techniques for different aircraft and different arenas of operations.
In the arena of modern commercial transport aircraft, the answer is basically the technique mandated by your employer, which as you stated is the stabilized approach criteria that has been pretty much adopted worldwide. The reasons that the airlines have converged on this criteria are many, but it is the currently accepted best practice.