Coffman grew up in a farming community in Hopkins County, Kentucky. He received a Bachelor of Science from the University of Kentucky in 1965 and a Master's in Science in 1967. He earned a Ph.D. in plant breeding from Cornell University in 1971. His academic advisor was Norman E. Borlaug, with whom he conducted wheat breeding experiments at CIMMYT in Mexico.
