 Matheny grew up in Louisville, Kentucky.He obtained a Bachelor of Arts degree from the University of Chicago in 1996, where he majored in art history.He obtained an MBA from the Fuqua School of Business at Duke University in 2003, and a Master of Public Health degree from Johns Hopkins Bloomberg School of Public Health in 2004.