Table 4.
With SES Variables | No SES Variables | |||||
---|---|---|---|---|---|---|
Variable | OR | 95% CI | P-Value | OR | 95% CI | P-Value |
Race (ref = Non-Hispanic White) | ||||||
Other | 4.43 | 2.03–9.64 | <0.001 | -- | -- | -- |
Living Alone (ref = No) | ||||||
Yes | 2.62 | 1.62–4.23 | <0.001 | -- | -- | -- |
Missing | 0.83 | 0.44–1.58 | 0.577 | -- | -- | -- |
Education (ref = Postgrad) | ||||||
College | 0.92 | 0.50–1.67 | 0.778 | -- | -- | -- |
Some College | 1.19 | 0.67–2.13 | 0.555 | -- | -- | -- |
High School or Less | 1.01 | 0.56–1.82 | 0.965 | -- | -- | -- |
Missing | 1.08 | 0.41–2.81 | 0.878 | -- | -- | -- |
Employment (ref = Working/Student) | ||||||
Retired, Not for Health | 1.25 | 0.75–2.06 | 0.390 | -- | -- | -- |
Not Working | 1.78 | 1.05–3.01 | 0.031 | -- | -- | -- |
Missing | 1.12 | 0.43–2.91 | 0.823 | -- | -- | -- |
Household Annual Income (ref = $75,000+) | ||||||
$50–75,000 | 1.06 | 0.50–2.28 | 0.875 | -- | -- | -- |
$35–50,000 | 0.76 | 0.34–1.68 | 0.498 | -- | -- | -- |
<$35,000 | 0.94 | 0.46–1.92 | 0.864 | -- | -- | -- |
Refused to Answer | 0.58 | 0.29–1.15 | 0.117 | -- | -- | -- |
Missing | 1.22 | 0.58–2.54 | 0.596 | -- | -- | -- |
Surgeon (ref = Surgeon 1) | ||||||
Surgeon 2 | 1.69 | 1.13–2.53 | 0.011 | 1.66 | 1.12–2.46 | 0.012 |
Surgeon 3 | 0.48 | 0.15–1.55 | 0.220 | 0.51 | 0.16–1.57 | 0.239 |
Surgeon 4 | 0.93 | 0.19–4.48 | 0.931 | 0.82 | 0.17–3.99 | 0.809 |
Surgeon 5 | 1.52 | 0.69–3.31 | 0.295 | 1.72 | 0.79–3.76 | 0.176 |
Surgeon 6 | 0.83 | 0.56–1.24 | 0.367 | 0.83 | 0.56–1.25 | 0.375 |
Surgeon 7 | 1.06 | 0.74–1.51 | 0.752 | 1.10 | 0.78–1.55 | 0.598 |
Surgeon 8 | 1.29 | 0.76–2.20 | 0.350 | 1.31 | 0.77–2.23 | 0.321 |
Surgeon 9 | 0.45 | 0.19–1.08 | 0.073 | 0.47 | 0.19–1.15 | 0.099 |
Surgeon 10 | 1.10 | 0.71–1.69 | 0.682 | 1.09 | 0.71–1.66 | 0.706 |
Age Group (ref = <55) | ||||||
55–59 | 1.36 | 0.83–2.23 | 0.224 | 1.30 | 0.80–2.13 | 0.289 |
60–64 | 2.41 | 1.50–3.88 | <0.001 | 2.33 | 1.45–3.74 | <0.001 |
65–69 | 4.42 | 2.75–7.10 | <0.001 | 4.20 | 2.63–6.71 | <0.001 |
70–74 | 7.49 | 4.56–12.31 | <0.001 | 7.14 | 4.38–11.65 | <0.001 |
75–79 | 16.65 | 9.55–29.03 | <0.001 | 15.66 | 9.12–26.91 | <0.001 |
80+ | 20.38 | 11.22–37.02 | <0.001 | 18.75 | 10.44–33.67 | <0.001 |
Sex (ref = Male) | ||||||
Female | 2.00 | 1.56–2.57 | <0.001 | 2.07 | 1.62–2.66 | <0.001 |
Preoperative Alcohol Use (ref = No) | ||||||
Yes | 0.60 | 0.47–0.78 | <0.001 | 0.60 | 0.47–0.76 | <0.001 |
Preoperative Tobacco Use (ref = Never) | ||||||
Quit | 1.03 | 0.80–1.33 | 0.792 | 1.06 | 0.83–1.36 | 0.620 |
Yes | 1.22 | 0.71–2.11 | 0.477 | 1.29 | 0.76–2.19 | 0.353 |
Charlson Score (ref = 0) | ||||||
1 | 1.23 | 0.92–1.66 | 0.162 | 1.23 | 0.92–1.64 | 0.163 |
2+ | 1.55 | 1.14–2.10 | 0.005 | 1.53 | 1.13–2.06 | 0.005 |
VR-12 PCS Preoperative (ref = 50+) | ||||||
40–49.99 | 2.38 | 1.33–4.23 | 0.003 | 2.53 | 1.44–4.44 | 0.001 |
30–39.99 | 2.53 | 1.47–4.37 | 0.001 | 2.74 | 1.60–4.68 | <0.001 |
20–29.99 | 3.43 | 2.02–5.82 | <0.001 | 3.69 | 2.19–6.22 | <0.001 |
<20 | 4.91 | 2.66–9.05 | <0.001 | 5.25 | 2.89–9.52 | <0.001 |
VR-12 MCS Preoperative (ref = 60+) | ||||||
50–59.99 | 1.64 | 1.20–2.24 | 0.002 | 1.64 | 1.21–2.21 | 0.001 |
40–49.99 | 2.53 | 1.75–3.66 | <0.001 | 2.59 | 1.81–3.73 | <0.001 |
30–39.99 | 2.91 | 1.89–4.47 | <0.001 | 2.94 | 1.92–4.49 | <0.001 |
<30 | 2.29 | 1.32–3.99 | 0.003 | 2.26 | 1.32–3.85 | 0.003 |
Year (ref = 2011) | ||||||
2012 | 1.38 | 0.89–2.14 | 0.145 | 1.43 | 0.94–2.19 | 0.098 |
2013 | 1.76 | 1.13–2.75 | 0.013 | 1.84 | 1.21–2.81 | 0.005 |
2014 | 1.40 | 0.86–2.27 | 0.171 | 1.48 | 0.93–2.34 | 0.098 |
2015 | 1.16 | 0.68–1.97 | 0.588 | 1.13 | 0.68–1.89 | 0.640 |
2016 | 1.70 | 0.74–3.93 | 0.213 | 1.67 | 0.75–3.73 | 0.208 |
Bilateral TKA (ref = No) | ||||||
Yes | 21.43 | 15.72–29.23 | <0.001 | 18.99 | 14.04–25.69 | <0.001 |
BMI Preoperative (ref = Normal, <25) | ||||||
Overweight, 25–29.99 | 0.92 | 0.62–1.36 | 0.661 | 0.93 | 0.63–1.36 | 0.694 |
Obese, 30–34.99 | 1.27 | 0.85–1.91 | 0.245 | 1.30 | 0.88–1.93 | 0.193 |
Severe Obese, 35–39.99 | 1.27 | 0.82–1.98 | 0.290 | 1.27 | 0.82–1.96 | 0.276 |
Morbid Obese, 40+ | 3.89 | 2.44–6.20 | <0.001 | 3.81 | 2.40–6.03 | <0.001 |
10-fold cross-validation AUC | ||||||
0.87 | 0.85 – 0.88 | 0.86 | 0.84 – 0.87 |
Clustered on 2,059 patients and using robust standard errors to account for observational data
2 in-hospital deaths occurred and were not discharged.