Goodenough was born in Jena, Germany, to American parents. During and after graduating from Yale University, Goodenough was a U.S. military meteorologist in World War II. He got a Ph.D. in physics from the University of Chicago. He became a researcher at MIT Lincoln Laboratory, and later the head of the Inorganic Chemistry Laboratory at the University of Oxford.