I bought an elastic belt at of all places the Aldi grocery store, on a whim, and it has worked well... I am not overweight by much, 5-10, 190lbs, and it does fine on my 36" waist.
You can also get nylon webbing in any length, color, style, thickness, or width, along with buckles, at Strapworks.com.