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. Author manuscript; available in PMC: 2016 Oct 16.
Published in final edited form as: Am J Health Econ. 2015 Oct 16;1(4):399–431. doi: 10.1162/AJHE_a_00024

TABLE 1.

Summary statistics

Years
1999 2011 1999–2011
Inpatient utilization (per 1,000)
 Total hospital admissions 372
(872)
310
(803)
360
(859)
 Total hospital days 2,260
(7,459)
1,639
(6,077)
2,035
(6,979)
 Hospital medical visits 270
(734)
226
(684)
259
(723)
 Hospital medical days 1,531
(5,623)
1,122
(4,596)
1,365
(5,224)
 Hospital surgical visits 102
(352)
84
(318)
101
(350)
 Hospital surgical days 729
(4,005)
517
(3,091)
665
(3,668)
Outpatient utilization (per 1,000)
 Outpatient ambulatory visits 7,587
(6,768)
8,830
(8,343)
8,550
(7,629)
 Outpatient nonsurgical visits 264
(680)
409
(964)
365
(876)
 Emergency room visits 448
(1,038)
562
(1,298)
539
(1,215)
Additional outcomes
 Readmissions (per 1,000) 60
(347)
54
(339)
61
(356)
 Mortality (%) 7.6
(26.5)
5.2
(22.1)
6.8
(25.1)
HEDIS quality measures (%)
 Breast cancer screening 63.4
(48.2)
62.5
(48.4)
64.0
(48.0)
 Diabetes LDL 73.2
(44.3)
82.4
(38.1)
81.9
(38.5)
 Diabetes hemoglobin 72.3
(44.8)
86.3
(34.4)
82.1
(38.3)
 Diabetes retinal 52.8
(49.9)
57.5
(49.4)
57.3
(49.5)
 LDL 57.8
(49.4)
83.6
(37.0)
79.1
(40.7)
 Composite 64.1
(39.8)
72.4
(38.0)
71.5
(37.9)
Enrollee demographics
 Female (%) 60.7
(48.8)
56.7
(49.6)
59.0
(49.2)
 Black (%) 7.3
(26.0)
7.8
(26.8)
7.5
(26.3)
 Age 76.5
(7.0)
75.9
(7.7)
76.6
(7.2)
 Medicare risk score 1.08
(0.93)
1.40
(1.07)
1.20
(1.01)
MA variables
 MA HMO penetration (%) 13.2
(14.5)
14.0
(14.3)
11.7
(13.9)
 MA PPO penetration (%) 0.0
(0.0)
4.7
(5.2)
1.2
(2.9)
 MA PFFS penetration (%) 0.0
(0.0)
4.0
(4.2)
1.8
(3.7)
 MA payment rate ($) 617.17
(121.24)
853.69
(112.56)
725.95
(131.79)
County variables
 Unemployment (%) 4.4
(2.2)
9.1
(2.4)
6.0
(2.6)
 Hispanic (%) 8.8
(12.8)
14.3
(15.3)
10.9
(13.9)
 Age 65+ (%) 13.7
(4.0)
14.3
(4.0)
13.7
(3.9)
 Poverty (%) 12.0
(4.7)
15.9
(5.5)
13.2
(5.2)
 Commercial HMO (%) 13.6
(14.8)
20.8
(19.2)
 Income ($ per capita) 35,311
(10,939)
41,923
(11,662)
37,419
(11,502)
 Population 702,899
(1,416,120)
875,692
(1,650,857)
785,687
(1,537,426)

Data sources: Demographic information was obtained from the Denominator Files (1999–2010) and MBSF (2010). County variables are from the Area Resource File.

Notes: Summary statistics are for the years 1999–2011. Inpatient and outpatient utilization variables use standard HEDIS Use of Service Measures, and are assembled from CMS Medicare claims data, including inpatient, outpatient, and carrier files. Standard deviations in parentheses. Means for HEDIS quality measures are presented for the year 2000 in place of 1999. Interstudy data on commercial HMO penetration was available for the years 2002–11.