PA Taxes taken but we don't live there

My husband worked for one day at a client site in PA. His W-2 shows PA taxes taxes out for the ONE DAY of work. We live in a different state that has no state taxes. Do I now have to file a PA return? Is this how it's supposed to work? Seem shady to tax income when it's not even him working at his corporate location.