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. 2023 Jul 14;4(7):e231928. doi: 10.1001/jamahealthforum.2023.1928

Table 3. Regression Models, Likelihood of New Public Health Emergency (PHE) Distress (Including COVID-19 Relief Funds)a.

Odds ratio (95% CI)b P value Adjusted probability of new PHE distress, %
Constant 0.33 (0.19-0.57) NA NA
Hospital type [reference = short-term acute care] NA NA 17.9
Critical access hospital 0.64 (0.45-0.90) .01 12.3
Rurality [reference = rural] NA NA 15.0
Urban 1.04 (0.83-1.31) .72 15.6
Highly urban 1.26 (0.98-1.61) .07 18.1
Health System [reference = no] NA NA 18.7
In a health system 0.79 (0.63-0.99) .04 15.4
DSH status [reference = no DSH] NA NA 14.2
Medicare-only 1.20 (0.81-1.78) .37 16.5
Medicaid-only 1.34 (0.99-1.80) .06 18.0
Medicare and Medicaid 1.18 (0.84-1.65) .35 16.2
Uncompensated care as a proportion of operating expenses [reference = 0%] NA NA 18.7
<5% 0.81 (0.49-1.33) .40 15.8
5-<10% 0.75 (0.45-1.24) .26 14.8
10-<15% 0.98 (0.58-1.66) .95 18.5
≥15% 1.03 (0.60-1.78) .92 19.2
PHE funding as a proportion of operating expenses [reference = 0%] NA NA 22.3
>0%-<2% 0.74 (0.60-0.93) .01 17.7
2%-<5% 0.56 (0.44-0.71) <.001 14.1
≥5% 0.47 (0.37-0.61) <.001 12.1
Black population [reference = <20%] NA NA 16.0
≥20% Black population 1.15 (0.90-1.46) .28 17.8
Population in poverty [reference = <20%] NA NA 15.8
≥20% population below the poverty line 1.26 (0.98-1.63) .07 19.0
Hispanic population [reference = <20%] NA NA 15.5
20% Hispanic population 1.30 (1.05-1.60) .02 19.1
Teaching hospital [reference = no] NA NA 15.8
Teaching hospital 1.13 (0.92-1.38) .25 17.4
Ownership [reference = not-for-profit] NA NA 17.5
For-profit 0.57 (0.44-0.72) <.001 10.8
Government 1.10 (0.88-1.37) .40 18.8

Abbreviation: DSH, disproportionate share hospital; NA, not applicable.

a

PHE distress is defined as having both (1) a negative 2020/2021 net operating income and (2) a 2020/2021 net operating income that was less than that hospital’s pre-2020 net operating income.

b

Odds ratios greater than 1 indicate a higher likelihood of experiencing PHE distress.