Zirui Song, MD, PhD
Associate Professor of Health Care Policy and Medicine, Department of Health Care Policy, Harvard Medical School; Internal Medicine Physician, Department of Medicine, Massachusetts General Hospital
Zirui Song, MD, PhD is an associate professor of health care policy and medicine at Harvard Medical School and a general internist at Massachusetts General Hospital, where he practices primary care and attends on the inpatient medicine teaching service.
Dr. Song’s research focuses on the health and economic implications of financial incentives, public policies, and other changes in the health care system. This has included studies of payment reform, Medicare Advantage, private sector programs, corporate acquisitions of hospitals and physicians, and public health issues.
Dr. Song directs the Health Policy concentration in the MGH Internal Medicine Residency Program. He also co-directs the Essentials of the Profession–Health Policy course for first-year Harvard medical and dental students. In addition, he has co-led HMS Executive Education courses for employers and global health care leaders, as well as the Mass General Brigham Health Policy Course for residents and fellows. Dr. Song has received several Certificates of Distinction in Teaching from Harvard University and tutorial teaching awards from HMS. Along with teaching, he advises medical trainees, Ph.D. students, and postdoctoral fellows.
Dr. Song has worked on Medicare payment policy at the U.S. Department of Health and Human Services and on public health issues at the Brookings Institution. He has served on committees for the National Academies of Sciences, Engineering, and Medicine. Locally, he has served as a Visiting Fellow in the Massachusetts Health Policy Commission and on the Massachusetts Medical Society Task Force on Health Care Reform. He is an Associate Editor of JAMA Health Forum and an Editorial Board member of Health Services Research.
Dr. Song is a recipient of the AcademyHealth Article-of-the-Year award, NIHCM Foundation Health Care Research Award, and Society of General Internal Medicine Outstanding Junior Investigator of the Year Award. His research has also been recognized by the American College of Physicians, American Journal of Managed Care, and other institutions. He was elected a member of the National Academy of Social Insurance. For clinical work, he received the Morton N. Swartz, M.D. Humanism in Medicine Award at MGH.
Dr. Song trained in internal medicine (primary care track) at Massachusetts General Hospital. He received his M.D. from Harvard Medical School, magna cum laude, and Ph.D. in Health Policy (Economics track) from Harvard University, where he was a fellow in Aging and Health Economics at the National Bureau of Economic Research. He received his B.A. in Public Health Studies with honors from Johns Hopkins University.
After years of growth, federal payments to Medicare Advantage plans began to decline after the Affordable Care Act (ACA). We exploit variation in those payments caused by the ACA to assess whether insurers respond symmetrically to payment increases and decreases pre- and post-ACA. We find that plans changed their pricing and pass-through to beneficiaries symmetrically, with plans passing through roughly 60 cents for each dollar of payment increases or decreases. However, plans reduced less salient benefits post-ACA by more than they had increased them pre-ACA, even though they left premiums virtually unchanged. Partial pass-through suggests that plans likely operate above cost; plans in more competitive markets responded less to payment changes than plans in less competitive markets. Partial pass-through of payment cuts, combined with quality bonuses and growth in risk scores, may explain the continued growth in Medicare Advantage enrollment post-ACA.
2009–2011
Certificates of Distinction in Teaching
Harvard University
2010–2011
Excellence in Tutorial Facilitation Award
Harvard Medical School
2012
Joan P. Curhan Citizenship Award
Harvard University
2013
Article-of-the-Year Award
AcademyHealth
2014
30 Under 30 in Science and Healthcare
Forbes Magazine
2014
Daniel Ford Award (“Achievement in health services and outcomes research”)
Johns Hopkins Medicine
2015
Morton N. Swartz, M.D. Humanism in Medicine Award
Massachusetts General Hospital
2015
Hospital-Wide Individual Research Award
Massachusetts General Hospital
2016
Mack Lipkin Sr. Associate Member Scientific Presentation Award
Society of General Internal Medicine
2016
Seema S. Sonnad Emerging Leader in Managed Care Research Award
The American Journal of Managed Care
2017
Award for Excellence in Clinician Investigation
Society of General Internal Medicine, New England Region
2017
NIH Director’s Early Independence Award
National Institutes of Health
2019
Milton W. Hamolsky Jr. Faculty Scientific Presentation Award
Society of General Internal Medicine
2019
Bernie J. O'Brien New Investigator Award
International Society for Pharmacoeconomics and Outcomes Research
2020
Outstanding Reviewer in 2019
Health Services Research
2020
Outstanding Junior Investigator of the Year
Society of General Internal Medicine
2020
NIHCM Foundation Health Care Research Award
National Institute for Health Care Management Foundation
2022
Young Mentor Award
Harvard Medical School
2024
Elected Member
National Academy of Social Insurance
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