Lord & Taylor The Lord & Taylor department store at 424 Fifth Ave. will be closing in 2019.

NEW YORK CITY—Grappling with changing times in retail, Lord & Taylor, America’s oldest department store, is closing up to 10 stores through 2019, including its Fifth Avenue location.