WASHINGTON—Almost half of U.S. chief financial officers believe a recession will strike the U.S. economy by the end of 2019, with the tight labor market and growing trade tensions driving economic jitters among corporate America.

Additionally, more than 80% of U.S. CFOs think a recession will strike by the end of 2020, according to the Duke University/CFO Global Business Outlook survey released Wednesday.

“All...