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. Author manuscript; available in PMC: 2022 Nov 1.
Published in final edited form as: J Surg Res. 2021 Jun 20;267:251–259. doi: 10.1016/j.jss.2021.05.025

Table 2:

Factors Associated with Financial Distress: For-Profit and Non-Profit Hospitals

For-Profit Non-Profit
No. Hospitals 789 1,844
No. Hospital-Years 5,517 13,847
Variable aOR (95% CI) P Value aOR (95% CI) P Value
Year
 2012 0.81 (0.58 – 1.15) .24 1.05 (0.8 – 1.37) .72
 2013 0.84 (0.60 – 1.19) .33 0.91 (0.69 – 1.19) .49
 2014 0.71 (0.50 – 1.02) .06 1.08 (0.82 – 1.43) .57
 2015 0.74 (0.52 – 1.06) .10 1.23 (0.93 – 1.62) .15
 2016 0.65 (0.45 – 0.94) .02 1.42 (1.06 – 1.89) .02
 2017 0.72 (0.50 – 1.04) .08 1.36 (1.01 – 1.82) .04
 2018 0.87 (0.60 – 1.27) .47 1.47 (1.09 – 1.98) .01
Rural 1.43 (0.52 – 3.95) .49 0.32 (0.14 – 0.74) .01
Teaching Hospital 1.03 (0.62 – 1.71) .91 1.21 (0.83 – 1.75) .33
Hospital Bed Size
 1 – 99 1.00 [Reference] 1.00 [Reference]
 100 – 199 0.97 (0.59 – 1.6) .90 0.53 (0.36 – 0.79) .002
 200 – 299 1.11 (0.57 – 2.15) .77 0.27 (0.16 – 0.45) < .001
 ≥ 300 0.15 (0.06 – 0.37) < .001 0.15 (0.08 – 0.27) < .001
Case Mix Index, quartile
 Lowest 1.00 [Reference] 1.00 [Reference]
 Second 0.45 (0.30 – 0.67) < .001 0.71 (0.52 – 0.95) .02
 Third 0.32 (0.20 – 0.51) < .001 0.49 (0.33 – 0.72) < .001
 Highest 0.17 (0.10 – 0.29) < .001 0.47 (0.29 – 0.76) .002
Occupancy, quartile
 Lowest 1.00 [Reference] 1.00 [Reference]
 Second 0.86 (0.60 – 1.23) .42 0.54 (0.39 – 0.75) < .001
 Third 0.48 (0.30 – 0.77) .002 0.36 (0.24 – 0.53) < .001
 Highest 0.38 (0.21 – 0.67) .001 0.26 (0.17 – 0.40) < .001
Medicaid Payor Mix, quartile §
 Lowest 1.00 [Reference] 1.00 [Reference]
 Second 1.40 (0.97 – 2.01) .07 1.39 (1.05 – 1.84) .02
 Third 1.29 (0.86 – 1.92) .22 1.62 (1.19 – 2.21) .002
 Highest 1.62 (1.04 – 2.54) .03 2.65 (1.87 – 3.77) < .001
Outpatient Mix, quartile
 Lowest 1.00 [Reference] 1.00 [Reference]
 Second 0.91 (0.61 – 1.35) .64 0.48 (0.35 – 0.66) < .001
 Third 0.68 (0.42 – 1.10) .12 0.29 (0.19 – 0.43) < .001
 Highest 0.75 (0.43 – 1.32) .32 0.19 (0.12 – 0.32) < .001
Herfindahl-Hirschman Index
 Unconcentrated 1.00 [Reference] 1.00 [Reference]
 Moderate Concentration 1.38 (0.84 – 2.27) .20 0.62 (0.41 – 0.92) .02
 High Concentration 0.90 (0.52 – 1.58) .73 0.67 (0.44 – 1.07) .07
Intercepts
 Random Intercept Variance: Hospital 7.86 (6.57 – 9.40) 9.27 (8.16 – 10.52)
 Random Intercept Variance: State 0.58 (0.17 – 1.99) 0.49 (0.25 – 0.97)
Overall Wald Chi-Square Test 133.73** 203.29**

Abbreviations: aOR = adjusted odds ratio, CI = confidence interval

The median value in each quartile was 1.18 (lowest), 1.46 (second), 1.64 (third), and 2.14 (highest) in for-profits and 1.25 (lowest), 1.46 (second), 1.64 (third), 1.89 (highest) in non-profits.

Measured as inpatient days divided by bed days available. The median value in each quartile was 24% (lowest), 45% (second), 60% (third), and 75% (highest) within for-profits and 29% (lowest), 46%, 61%, and 75% (highest) within non-profits.

§

Measured as Medicaid revenue divided by operating revenue. The median value in each quartile was 2.1% (lowest), 7.2% (second), 11.1% (third), and 19.8% (highest) within for-profits and 3.4% (lowest), 7.2%, 11.1%, and 18.9% (highest) within non-profits.

Measured as outpatient revenue divided by total patient revenue. The median value in each quartile was 33% (lowest), 48% (second), 59% (third), and 73% (highest) within for-profits and 36% (lowest), 48%, 59%, and 72% (highest) within non-profits.

**

p value ≤ .001