About the Authors

Xisui Shirley Chen

Roles Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing

shirley.chen@pennmedicine.upenn.edu

Affiliation Department of Medicine, University of Pennyslvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America

Sujatha Changolkar

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation Penn Medicine Nudge Unit, University of Pennyslvania, Philadelphia, Pennsylvania, United States of America

Amol S. Navathe

Roles Writing – review & editing

Affiliations Department of Medicine, University of Pennyslvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, United States of America

Kristin A. Linn

Roles Writing – review & editing

Affiliation Department of Biostatistics, Epidemiology and Informatics, University of Pennyslvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America

Gregory Reh

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Deloitte Consulting, Philadelphia, Pennsylvania, United States of America

Gregory Szwartz

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Deloitte Consulting, Philadelphia, Pennsylvania, United States of America

David Steier

Roles Conceptualization, Funding acquisition, Writing – review & editing

Affiliation Deloitte Consulting, Philadelphia, Pennsylvania, United States of America

Sarah Godby

Roles Writing – review & editing

Affiliation Deloitte Consulting, Philadelphia, Pennsylvania, United States of America

Mohan Balachandran

Roles Project administration, Resources, Writing – review & editing

Affiliation Penn Medicine Nudge Unit, University of Pennyslvania, Philadelphia, Pennsylvania, United States of America

Joseph D. Harrison

Roles Data curation, Project administration, Writing – review & editing

Affiliation Penn Medicine Nudge Unit, University of Pennyslvania, Philadelphia, Pennsylvania, United States of America

Charles A. L. Rareshide

Roles Formal analysis, Methodology, Writing – review & editing

Affiliation Penn Medicine Nudge Unit, University of Pennyslvania, Philadelphia, Pennsylvania, United States of America

Mitesh S. Patel

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliations Department of Medicine, University of Pennyslvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America, Penn Medicine Nudge Unit, University of Pennyslvania, Philadelphia, Pennsylvania, United States of America, Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, United States of America

Competing Interests

Dr. Patel was supported by career development awards from the Department of Veterans Affairs HSR&D and the Doris Duke Charitable Foundation. Dr. Patel is founder of Catalyst Health, a technology and behavior change consulting firm that has received consulting income from Deloitte, not related to this project. The following authors are or were employees of Deloitte: Gregory Reh, Gregory Szwartz, David Steier, and Sarah Godby. This does not alter our adherence to PLOS ONE policies on sharing data and materials. We declare no patents, products in development, or marketed products related to this study at this time.