In 1983, Pitre became the associate dean of the College of Liberal Arts and Behavioral Sciences at Texas Southern University, a position she held until 1985.[7] Between 1990 and 1994, as well as between 2000 and 2008, she served as the dean of the College of Liberal Arts and Behavioral Sciences.[1]
In 2007 and 2012, she received the Liz Carpenter Best Book on the History of Women Award from the Texas State Historical Association for her books Black Women in Texas History (with Bruce Glasrud) and Southern Black Women in the Modern Civil Rights Movement (with Bruce Glasrud), respectively.[9] In 2014, she was awarded the Lorraine Williams Leadership Award from the Association of Black Women Historians and the President Achievement Award from Texas Southern University.[1]