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Understanding behavioral risk factors in high-deductible health plans Jeffrey T. Kullgren, MD, MS, MPH a,b,c ; Kevin G. Volpp, MD, PhD b,c,d,e ; Daniel E. Polsky, PhD c,d,e a Robert Wood Johnson Foundation Clinical Scholars;  b Philadelphia Veterans Affairs Medical Center;  c Leonard Davis Institute of Health Economics Center for Health Incentives, University of Pennsylvania;  d Division of General Internal Medicine,  University of Pennsylvania School of Medicine;  e The Wharton School, University of Pennsylvania Associations between HDHP enrollment and smoking* * Smoking defined as currently smoking cigarettes every day. ** Obesity defined as a body mass index ≥ 30 kg/m 2  calculated from self-reported weight and height.  †  Unadjusted odds of outcome relative to traditional plan enrollees. ‡  Odds of outcome adjusted for gender, age, annual household income, race/ethnicity, education, risk tolerance, employment status, marital status, parenthood, county MSA category, and US Census region. Reference group is traditional plan enrollees in the same coverage source group.  Associations between HDHP enrollment and obesity** ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Methods Results ,[object Object],[object Object],[object Object],[object Object],Conclusions ,[object Object],[object Object],[object Object],Policy implications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Background ,[object Object],[object Object],Objectives

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Understanding Behavioral Risk Factors in High-Deductible Health Plans 5 31 11

  • 1.