Dr. Duncan is Adjunct Professor of Actuarial Statistics at the University of California Santa Barbara and President of Santa Barbara Actuaries Inc. Dr. Duncan holds a PhD in actuarial statistics from Heriot-Watt University, Edinburgh and a graduate degree in economics from Balliol College, Oxford. He is a fellow of the Society of Actuaries, the Institute of Actuaries (London), the Canadian Institute of Actuaries and the Conference of Consulting Actuaries, a Member of the American Academy of Actuaries and is a Certified Specialist in Predictive Analytics of the CAS. He is active in public policy and healthcare reform, and served on the boards of directors of the Commonwealth of Massachusetts Health Insurance Connector Authority and the Society of Actuaries, to which he was recently re-elected. He is the author of numerous peer-reviewed papers, and several books and book chapters. His latest book, a second edition of Healthcare Risk Adjustment and Predictive Modeling (Actex Publications) was published in May 2018.