Roughly 15,000 nurses from several New York City hospitals staged a walkout on Monday over contract issues, days after several hospitals on Long Island staved off a strike of their own.

Nearly 15,000 nurses went on strike Monday at some of New York City’s top hospitals, setting the stage for what could be one of the biggest labor showdowns in the city’s health care industry in decade...