title: Geographic Variation of Hospice Use Patterns at the End of Life.
abstract: BACKGROUND
  Little is known about state-level variation in patterns of hospice use, an important indicator of quality of care at the end of life. Findings may identify states where targeted efforts for improving end-of-life care may be warranted.
  
  
  OBJECTIVE
  Our aim was to characterize the state-level variation in patterns of hospice use among decedents and to examine state, county, and individual factors associated with these patterns.
  
  
  METHODS
  We conducted a retrospective analysis of Medicare fee-for-service decedents. The primary outcome measures were state-level hospice use during the last 6 months of life and the state's proportion of hospice users with very short hospice enrollment (≤7 days), very long hospice enrollment (≥180 days), and hospice disenrollment prior to death.
  
  
  RESULTS
  In 2011, the percentage of decedents who used hospice in the last 6 months of life nationally was 47.1%, and varied across states from 20.3% in Alaska to 60.8% in Utah. Hospice utilization patterns also varied by state, with the percentage of hospice users with very short hospice enrollment ranging from 23.0% in the District of Columbia to 39.9% in Connecticut. The percentage of very long hospice use varied from 5.7% in Connecticut to 15.9% in Delaware. The percentage of hospice disenrollment ranged from 6.2% in Hawaii to 19.0% in the District of Columbia. Nationally, state-level hospice use among decedents was positively correlated with the percentage of potentially concerning patterns (including very short hospice enrollment, very long hospice enrollment, and hospice disenrollment) among hospice users (the Pearson correlation coefficient=0.52, p value<0.001). Oregon was the only state in the highest quartile of hospice use and the lowest quartiles of both very short and very long hospice enrollment.
  
  
  CONCLUSIONS
  The percentage of decedents who use hospice may mask important state-level variation in these patterns, including the timing of hospice enrollment, a potentially important component of the quality of end-of-life care.
authors.affiliation: 1 Department of Chronic Disease Epidemiology, Yale University School of Public Health , New Haven, Connecticut.|2 Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale University School of Medicine , New Haven, Connecticut.
authors.forename: Shi-Yi
authors.initials: SY
authors.lastname: Wang
authors.affiliation: 3 Department of Geriatrics and Palliative Medicine, Mount Sinai School of Medicine, New York, New York and James J. Peters VA Medical Center , Bronx, New York.
authors.forename: Melissa D
authors.initials: MD
authors.lastname: Aldridge
authors.affiliation: 2 Cancer Outcomes, Public Policy, and Effectiveness Research (COPPER) Center, Yale Cancer Center and Yale University School of Medicine , New Haven, Connecticut.|4 Section of General Internal Medicine, Department of Internal Medicine, Yale University School of Medicine , New Haven, Connecticut.
authors.forename: Cary P
authors.initials: CP
authors.lastname: Gross
authors.affiliation: 5 Department of Health Policy and Management, Yale University School of Public Health , New Haven, Connecticut.
authors.forename: Maureen
authors.initials: M
authors.lastname: Canavan
authors.affiliation: 5 Department of Health Policy and Management, Yale University School of Public Health , New Haven, Connecticut.
authors.forename: Emily
authors.initials: E
authors.lastname: Cherlin
authors.affiliation: 6 John D. Thompson Hospice Institute for Education, Training, and Research, Inc. , Branford, Connecticut.
authors.forename: Rosemary
authors.initials: R
authors.lastname: Johnson-Hurzeler
authors.affiliation: 5 Department of Health Policy and Management, Yale University School of Public Health , New Haven, Connecticut.
authors.forename: Elizabeth
authors.initials: E
authors.lastname: Bradley
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D018588:Fee-for-Service Plans; D017051:Hospice Care / Q000706:statistics & numerical data*; D006801:Humans; D006278:Medicare; D012189:Retrospective Studies; D013727:Terminal Care / Q000706:statistics & numerical data*; D014481:United States; D014600:Utilization Review