Background: Hospitalizations for persons with chronic obstructive pulmonary disease (COPD) result in significant health care resource use and excess expenditures. Despite well-documented sociodemographic disparities in COPD outcomes, no study has characterized geographic variations in COPD hospitalization across the US. Methods: Almost 3.8 million COPD hospitalization records were extracted from Medicare claims for 1995-2006, and the total population of eligible Medicare beneficiaries was extracted from the Medicare enrollment records to calculate COPD hospitalization rates by Health Service Area (HSA), (n = 949). Spatial cluster analysis and Bayesian hierarchical spatial modeling were used to characterize the geography of COPD hospitalizations. Results: The overall COPD hospitalization rate was 11.30 per 1,000 beneficiaries for the aggregated period 1995-2006. HSA-level COPD hospitalization rates had a median of 11.7 and a range of 3.0 (Cache, UT) to 76.3 (Pike, KY). Excessive hospitalization risk was concentrated in Appalachia, the southern Great Lakes, the Mississippi Delta, the Deep South, and west Texas. In the Bayesian spatial mixture model, 73% of variability of COPD hospitalization relative risk was attributed to unidentified regional social and physical environments shared by HSAs rather than to unique local HSA factors (27%). Conclusion: We discovered distinct geographic patterns in COPD hospitalization rates and risks attributed to both regionally-shared environmental risk factors and HSA-unique environmental contexts. The correlates of these geographic patterns remain to be determined. Geographic comparisons of COPD hospitalization risk provide insights for better public health practice, policies, and programs for COPD prevention.
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Spitzer, Kerry A.
Stefan, Mihaela S.
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Med Sch Baystate, Dept Med, Springfield, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Stefan, Mihaela S.
Priya, Aruna
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Sch Publ Hlth & Hlth Sci, Amherst, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Priya, Aruna
Pack, Quinn R.
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Med Sch Baystate, Dept Med, Springfield, MA USA
Baystate Med Ctr, Div Cardiovasc Med, Springfield, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Pack, Quinn R.
Pekow, Penelope S.
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Sch Publ Hlth & Hlth Sci, Amherst, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Pekow, Penelope S.
Lagu, Tara
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Med Sch Baystate, Dept Med, Springfield, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Lagu, Tara
Pinto-Plata, Victor M.
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Baystate Med Ctr, Div Pulm & Crit Care Med, Springfield, MA 01199 USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Pinto-Plata, Victor M.
ZuWallack, Richard L.
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St Francis Hosp & Med Ctr, Hartford, CT USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
ZuWallack, Richard L.
Lindenauer, Peter K.
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Univ Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
Univ Massachusetts, Med Sch Baystate, Dept Med, Springfield, MA USA
Univ Massachusetts, Sch Med, Dept Quantitat Hlth Sci, Worcester, MA USAUniv Massachusetts, Med Sch Baystate, Inst Healthcare Delivery & Populat Sci, Springfield, MA USA
机构:
Ctr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
Casper, Michele
Nwaise, Isaac
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机构:Ctr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
Nwaise, Isaac
Croft, Janet B.
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Ctr Dis Control & Prevent, Div Adult & Community Hlth, Atlanta, GA 30341 USACtr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
Croft, Janet B.
Hong, Yuling
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机构:Ctr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
Hong, Yuling
Fang, Jing
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机构:Ctr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
Fang, Jing
Greer, Sophia
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机构:Ctr Dis Control & Prevent, Div Heart Dis & Stroke Prevent, Natl Ctr Chron Dis Prevent & Hlth Promot, Atlanta, GA 30341 USA
机构:
Univ Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Univ Alabama Birmingham, Sch Publ Hlth, UAB Lung Hlth Ctr, Birmingham, AL 35294 USA
Univ Alabama Birmingham, Sch Publ Hlth, Dept Epidemiol, Birmingham, AL 35294 USAUniv Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Malla, Gargya
Bodduluri, Sandeep
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Univ Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Univ Alabama Birmingham, Sch Publ Hlth, UAB Lung Hlth Ctr, Birmingham, AL 35294 USAUniv Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Bodduluri, Sandeep
Sthanam, Vivek
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Univ Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Univ Alabama Birmingham, Sch Publ Hlth, UAB Lung Hlth Ctr, Birmingham, AL 35294 USAUniv Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Sthanam, Vivek
Sharma, Gulshan
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Univ Texas Med Branch, Div Pulm Crit Care & Sleep Med, Galveston, TX 77555 USAUniv Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Sharma, Gulshan
Bhatt, Surya P.
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Univ Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA
Univ Alabama Birmingham, Sch Publ Hlth, UAB Lung Hlth Ctr, Birmingham, AL 35294 USAUniv Alabama Birmingham, Sch Publ Hlth, Div Pulm Allergy & Crit Care Med, Birmingham, AL 35294 USA