Lucille Thornburgh (September 18, 1908 – November 7, 1998) was an American labor organizer. Thornburgh was a union leader in Tennessee during the textile workers' strike of 1934 and worked for the American Federation of Labor in Knoxville for nearly thirty years. She also edited the East Tennessee Labor News for many years.