I ride my Morgan mare in a park saddle (only because it fits her and me);
we go places where you'd normally never see a park saddle.  My solution 
to keeping the saddle on her back and not on her elbow has, so far, been
a very tight girth.  Fortunately she hanldes it well.  But...
Best regards,
Mark Thayer and Bonny-Glen Kelly