Jeffrey Clemens and Joshua Gottlieb find that when Medicare increases its relative payment for a surgical procedure by $1, private payments for such procedures increase by even more: $1.30. The effect of a Medicare reimbursement increase on non-Medicare payments is greatest in markets in which physicians are not organized into provider groups.