Regulation like the ban of an exclusive use of apartments or houses for short - term accommodation (so - called ban on misuse or Zweckentfremdungsverbot) are supposed to prevent or to mitigate such developments. In the German federal state of North Rhine-Westphalia however, no empirical evidence for such reductions of housing space due to home sharing via Airbnb can be found.