About the Authors

Dale W. Bratzler

Affiliation Oklahoma Foundation for Medical Quality, Oklahoma City, Oklahoma, United States of America

Sharon-Lise T. Normand

Affiliation Department of Health Care Policy, Harvard Medical School and Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, United States of America

Yun Wang

Affiliation Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, and Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America

Walter J. O'Donnell

Affiliation Pulmonary and Critical Care Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America

Mark Metersky

Affiliation Division of Pulmonary and Critical Care Medicine, University of Connecticut School of Medicine, Farmington, Connecticut, United States of America

Lein F. Han

Affiliation Centers for Medicare and Medicaid Services, Baltimore, Maryland, United States of America

Michael T. Rapp

Affiliations Centers for Medicare and Medicaid Services, Baltimore, Maryland, United States of America, Department of Emergency Medicine, George Washington University School of Medicine and Health Sciences, Washington, D.C., United States of America

Harlan M. Krumholz

harlan.krumholz@yale.edu

Affiliations Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, and Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America, Robert Wood Johnson Clinical Scholars Program, Department of Internal Medicine, and Section of Health Policy and Administration, School of Public Health, Yale University School of Medicine, New Haven, Connecticut, United States of America

Competing Interests

Dr. Metersky discloses that he is a consultant to the Centers for Medicare and Medicaid Services, and is a volunteer on the Executive Committee of the Physician Consortium for Performance Improvement.

Author Contributions

Conceived and designed the experiments: DWB HMK. Analyzed the data: DWB STN YW HMK WJO MM LFH MTR. Wrote the paper: DWB STN YW WJO MM LFH MTR HMK.