Incentives matter, but the effect is never what you want.
Put more bicycle lanes up and people will buy mopeds (which polutes like crazy), or take jobs elsewhere, or something else crazy.
A good example is probably Australia where they made helmets mandatory for adults on bicycles. So many more people choose to take their car that the number of saved lives were offset by the amount of exercise lost.