New York City is working with the hospitality industry to possibly convert entire hotels into hospitals for patients without the novel coronavirus, in an effort to increase capacity at medical facilities as the outbreak grows.

The city’s emergency management commissioner, Deanne Criswell, said in an interview Wednesday that hotels could be vital as New York City needs more beds to treat those with Covid-19.

The...