Oh, one thing to check...make sure Diffuse_Value is not set to 0. If you change the Diffuse_Color and the color doesn't change, it might be because Diffuse_Value is set to 0.

The Simple tab automatically changes Diffuse_Value to 1 if you change the Diffuse_Color. This doesn't happen in the Advanced tab. You have change them separately.