 In 1976, Teague was pivotal in establishing the Office of Science and Technology Policy.The Olin E. Teague Veterans Center, a VA hospital and health center in Temple, Texas, was named for him.The VA also presents the annual Olin E. Teague Award for contributions to improving the quality of life of disabled veterans.