I'm pushing 40 and have had only one issue with booking a hostel. One hostel insisted that I stay in a shared room rather than a dorm; fair enough.
And I recommend you look at Airbnb. It is a great site, has some hotels listed (usually), and you can pay via paypal.
Alex