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. Author manuscript; available in PMC: 2024 Apr 27.
Published in final edited form as: J Public Health Manag Pract. 2023 Apr 27;29(5):E198–E207. doi: 10.1097/PHH.0000000000001745

Table 2.

Hospital catchment area characteristics associated with Omicron hospitalization from 12/20/2021–4/3/2022

Characteristics Difference in number of hospitalizations per 10,000 patients (95%CI)
Bivariate Relationships Model 1: Predisposing Factors Model 2: Predisposing + Enabling Factors Model 3: Predisposing, Enabling + Need Factors
Predisposing Factors
% Female 1.38 (−6.50, 9.25) –10.34 (−24.13, 3.46) 3.11 (−14.40, 20.62) 5.85 (−5.01, 16.70)
% Age 80+ –1.09 (−5.90, 3.72) 0.34 (−8.76, 9.44) 2.04 (−7.07, 11.15) 2.30 (−3.67, 8.28)
% Low income or service connected 4.51 (−1.53, 10.54) 7.22 (0.88, 13.57)* 3.89 (−2.92, 10.70) 3.45 (−0.82. 7.72)
% non-Hispanic Black 1.34 (−0.24, 2.91) 1.50 (−0.69, 3.70) –0.68 (−3.60, 2.24) –0.86 (−2.82, 1.09)
% Hispanic –0.31 (−2.24, 1.63) –1.12 (−3.16. 0.93) –2.37 (−4.63, −0.11)* –0.74 (−2.40, 0.92)
% Other Minoritized Group –1.29 (−4.39, 1.82) –0.71 (−3.83, 2.40) –2.49 (−5.87, 0.89) 1.97 (−0.35, 4.28)
% New VA Patients§ –6.63 (−9.87, −3.40)* –7.38 (−10.83, −3.93)* –7.82 (−11.35, −4.29)* –3.88 (−6.16, −1.59)*
Enabling Factors
% Residing in “poverty area” census tractll 1.51 (0.09, 2.93)* 2.77 (0.57, 4.97)* –0.06 (−1.55, 1.42)
% Residing in HPSA county** –1.19 (−3.30, 0.91) –0.11 (−2.13, 1.91) 0.29 (−0.96, 1.55)
% Drive time 60+ minutes –2.51 (−6.67, 1.66) –0.66 (−5.01, 3.68) 0.94 (−1.81, 3.68)
Need Factors
% Boosted†† 1.87 (−1.16, 4.90) –5.19 (−7.91, −2.47)*
% Fully vaccinated, but not boosted‡‡ –2.94 (−8.65, 2.78) 1.57 (−19.16, 22.30)
% Partially vaccinated§§ –9.29 (−33.3, 14.7) –1.92 (−6.13, 2.28)
% High hospitalization risk 29.74 (25.64, 33.85)* 34.17 (29.39, 38.95)*

Notes:

*

p-value <0.05

Per 10-percentage point increase in catchment area characteristics

American Indian/Alaska Native, Asian, Native Hawaiian/Other Pacific Islander, multi-race

§

Did not have VHA inpatient/outpatient visit in 2 years prior to pandemic

ll

U.S. Census defines “poverty area” as 20% or more of the census tract below the poverty line

**

Either part or whole county defined as a Health Professional Shortage Area

††

Received 2 mRNA + booster or 1 adenovirus + booster

‡‡

Received 2 mRNA or 1 adenovirus vaccines but no booster

§§

Received 1 mRNA vaccine