In reality the actual thing stopping this is social convention. Police barely want to do stuff if actually valuable stuff is stolen, and can barely catch a thief if the thief left his passport, current address and his phone number behind.

Most destitute people aren't thieves, don't want to steal and are cowed by the chance someone will retaliate violently on behalf of the corporation.