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. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: Health Informatics J. 2019 Oct 17;26(2):1404–1418. doi: 10.1177/1460458219881339

Table 2.

Logistic Regression for Major Post-discharge Outcomes by Clustera

Outcome Cluster 1 Cluster 2 Cluster 3
n = 1020 694 294
30-Day (n=)b 936 634 259
All Revisits 1.15 (0.97 – 1.38) 1.36 (1.11 – 1.66)** 2.37 (1.77 – 3.17)***
 Inpatient 1.10 (0.53 – 2.23) 1.84 (0.87 – 3.78) 1.26 (0.35 – 3.55)
 Emergency Department 0.97 (0.52 – 1.78) 1.67 (0.89 – 3.09) 0.36 (0.06 – 3.54)
 Inpatient + ED 1.10 (0.68 – 1.77) 1.93 (1.19 – 3.12)** 0.78 (0.29 – 1.74)
Complications (Any) 1.00 (0.67 – 1.50) 1.14 (0.72 – 1.79) 0.68 (0.29 – 1.40)
Surgery-related Pain 1.77 (1.02 – 3.10)* 2.36 (1.31 – 4.27) ** 5.49 (2.99 – 10.09)***
  Surgery-related Acute Pain 2.86 (1.06 – 8.54)* 2.60 (0.79 – 8.70) 2.44 (0.51 – 10.41)
  Surgery-related Chronic Pain 2.13 (0.94 – 5.33) 2.00 (0.78 – 5.23) 5.82 (2.44– 15.60)***

60-Day (n=)b 921 631 254
All Revisits 1.11 (0.92 – 1.35) 1.10 (0.89 – 1.37) 2.11 (1.50 – 3.01)***
 Inpatient 0.91 (0.51 – 1.59) 1.31 (0.71 – 2.34) 1.08 (0.40 – 2.50)
 Emergency Department 0.95 (0.56 – 1.57) 1.41 (0.81 – 2.39) 0.39 (0.09 – 1.12)
 Inpatient + ED 0.95 (0.64 – 1.41) 1.48 (0.97 – 2.22) 0.76 (0.34 – 1.50)
Complications (Any) 0.91 (0.65 – 1.25) 1.14 (0.79 – 1.62) 0.69 (0.36 – 1.21)
Surgery-related Pain 1.21 (0.80 – 1.84) 1.35 (0.84 – 2.14) 3.41 (2.09 – 5.52)***
  Surgery-related Acute Pain 1.96 (0.86 – 4.57) 1.64 (0.58 – 4.36) 1.95 (0.52 – 6.10)
  Surgery-related Chronic Pain 1.11 (0.59 – 2.07) 0.90 (0.42 – 1.84) 2.96 (1.47 – 5.90)**

90-Day (n=)b 907 621 246
All Revisits 1.08 (0.89 – 1.31) 1.08 (0.87 – 1.34) 1.97 (1.39 – 2.85)***
 Inpatient 0.96 (0.59 – 1.54) 1.01 (0.57 – 1.73) 1.07 (0.45 – 2.24)
 Emergency Department 0.93 (0.57 – 1.50) 1.28 (0.75 – 2.13) 0.36 (0.09 – 1.01)
 Inpatient + ED 0.95 (0.66 – 1.36) 1.25 (0.84 – 1.84) 0.78 (0.38 – 1.45)
Complications (Any) 0.92 (0.67 – 1.24) 1.21 (0.86 – 1.68) 0.74 (0.41 – 1.26)
Surgery-related Pain 1.10 (0.76 – 1.59) 1.25 (0.82 – 1.88) 2.73 (1.71 – 4.27)***
  Surgery-related Acute Pain 1.79 (0.83 – 3.92) 1.58 (0.61 – 3.93) 2.11 (0.64 – 5.99)
  Surgery-related Chronic Pain 0.82 (0.46 – 1.42) 0.86 (0.46 – 1.57) 2.03 (1.06 – 3.80)*
a

Logistic regression was fitted for each outcome, adjusting for age at admission, gender, race-ethnicity, marital status, length of stay, postoperative morphine-equivalent-values per day, number of comorbidities, preoperative pain score. Odds ratios (ORs) and their corresponding 95% confidence intervals (CI) were reported in the table. Cluster 4 was the control group for all analysis (n=1407, 1392, 1373 at 30-, 60-, 90- Day).

b

Inpatient stays with patients who admission date fell out of the corresponding observation window were not included in the analysis, despite that they were included in the original cluster analysis.

*

p<0.05

**

p<0.01

***

p<0.001