I really enjoy knitting. I only know how to do the basic stitch, but it allows me to make scarves. I can do it while I'm watching television, too. I love to read, but I find it hard to focus sometimes. Maybe you could try an audiobook.
If you'd like to exercise, maybe you could try a gentle or low-impact exercise program like yoga or water aerobics.