Volume 53 | Number 1 | February 2018

Abstract List

Aaron L. Schwartz Ph.D., Alan M. Zaslavsky Ph.D., Bruce E. Landon M.D., M.B.A., M.S., Michael E. Chernew Ph.D., J. Michael McWilliams M.D., Ph.D.


To assess whether provider organizations exhibit distinct profiles of low‐value service provision.

Data Sources

2007–2011 Medicare fee‐for‐service claims and enrollment data.

Study Design

Use of 31 services that provide minimal clinical benefit was measured for 4,039,733 beneficiaries served by 3,137 provider organizations. Variation across organizations, persistence within organizations over time, and correlations in use of different types of low‐value services within organizations were estimated via multilevel modeling, with adjustment for beneficiary sociodemographic and clinical characteristics.

Principal Findings

Organizations provided 45.6 low‐value services per 100 beneficiaries on average, with considerable variation across organizations (90th/10th percentile ratio, 1.78; 95 percent , 1.72–1.84), including substantial between‐organization variation within hospital referral regions (90th/10th percentile ratio, 1.66; 95 percent , 1.60–1.71). Low‐value service use within organizations was highly correlated over time (, 0.98; 95 percent , 0.97–0.99) and positively correlated between 13 of 15 pairs of service categories (average , 0.26; 95 percent , 0.24–0.28), with the greatest correlation between low‐value imaging and low‐value cardiovascular testing and procedures (, 0.54).


Use of low‐value services in provider organizations exhibited substantial variation, high persistence, and modest consistency across service types. These findings are consistent with organizations shaping the practice patterns of affiliated physicians.