President Barack Obama's overtime-pay proposal could be especially costly to small employers, many of which are also grappling with recent changes to minimum-wage and sick-pay laws, human-resources experts and business owners said.

"Right now the economy is shaky, and many use overtime so they don't have to hire new people," said John J. Sullivan, professor of management at San Francisco State University.

Restaurants,...