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. Author manuscript; available in PMC: 2018 Jun 1.
Published in final edited form as: J Am Geriatr Soc. 2017 Mar 6;65(6):1206–1213. doi: 10.1111/jgs.14760

Table 1.

Patient-level predictors of new institutionalization

N (%) Observed Rates Odds Ratioa (95% CI)
All 4,824,040 3.6%
Age (years)
66 – 70 1,088,294 (22.6) 1.4% Reference
71 – 75 1,019,135 (21.1) 2.0% 1.42 (1.38, 1.46)
76 – 80 941,903 (19.5) 3.0% 2.00 (1.94, 2.05)
81 – 85 855,966 (17.7) 4.6% 2.95 (2.87, 3.03)
86 – 90 607,622 (12.6) 6.7% 4.25 (4.13, 4.36)
≥91 311,120 (6.5) 9.9% 6.57 (6.38, 6.76)
Sex
Female 2,786,145 (57.8) 4.3% Reference
Male 2,037,895 (42.2) 2.7% 0.98 (0.96, 0.99)
Race/Ethnicity
White 4,058,115 (84.1) 3.6% Reference
Black 389,400 (8.1) 4.5% 0.79 (0.77, 0.81)
Hispanic 228,961 (4.8) 3.3% 0.56 (0.54, 0.58)
Others 147,564 (3.1) 3.3% 0.68 (0.65, 0.71)
Medicaid eligibility
No 4,020,084 (83.3) 2.5% Reference
Yes 803,956 (16.7) 9.3% 4.35 (4.29, 4.42)
Income quartileb
<40,696 1,205,843 (25.0) 4.1% Reference
40,696 – 50,810 1,205,851 (25.0) 3.8% 1.06 (1.03, 1.08)
50,810 – 66,898 1,206,331 (25.0) 3.4% 1.07 (1.04, 1.09)
>66,898 1,206,015 (25.0) 3.1% 1.09 (1.07, 1.12)
SNF prior 6 monthsc
No 4,382,120 (90.8) 2.5% Reference
Yes 441,920 (9.2) 14.2% 4.51 (4.44, 4.58)
Type of DRG
Medical 3,298,379 (68.4) 4.4% Reference
Surgical 1,525,661 (31.6) 1.8% 0.55 (0.54, 0.56)
Length of hospital stayd
Quartile 1 1,693,688 (35.1) 1.5% Reference
Quartile 2 1,258,153 (26.1) 3.7% 2.05 (2.01, 2.09)
Quartile 3 886,713 (18.4) 4.7% 2.38 (2.33, 2.44)
Quartile 4 985,486 (20.4) 6.1% 3.05 (2.99, 3.11)
ICUe
No 3,598,522 (74.6) 3.6% Reference
Yes 1,225,518 (25.4) 3.5% 0.95 (0.94, 0.97)

Abbreviations: SNF, skilled nursing facility; DRG, diagnostic-related group; ICU, intensive care unit

a

Odds ratios are from a multilevel model adjusted for all characteristics presented in the table, as well as patients’ comorbidities and diagnostic group (DRG_MDC) (Supplementary Table S1) and hospital state.

b

Income level at the beneficiary’s zip code of residence obtained from the 2013 American Community Survey (ACS) estimates of the U.S. Census Bureau.

c

Received care in a skilled nursing facility in the six months prior to hospitalization.

d

Length of stay quartiles based on expected length of stay for the admitting diagnosis-related group major diagnostic category (DRG-MDC).

e

Admitted to ICU during index hospitalization.