 In 1940, Bailey joined Psi Chi, the national honor society in psychology.She graduated with her bachelor of arts degree "summa cum laude" in 1941, the only member of her graduating class with an A average.Bailey now returned to graduate school and earned her Ph.D. in Psychology at the University of Arkansas in 1978.