Sprague has an M.A. in teaching English as a second language from Pennsylvania State University, where he focused on second language writing and theories of second language acquisition. He served as an English language fellow sponsored by the U.S. State Department from 2015 to 2018. In that capacity, he traveled through China providing training in teaching methodologies. He has previously lived in Beijing, Chengdu, Shenyang and Kaifeng.