That's why the other hand grips the railing: it's the anchor for a long rope-and-lever system made out of muscles and joints. Longer system-->Archimedes's law of the lever-->slightly easier to haul heavy thing up stairs. This also puts the carrying force through the shoulders and upper back, rather than the more vulnerable lower back.