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Table 2 Multivariate logistic regression analysis showing predictors for emergent initiation of dialysis in incident ESRD patients

From: Comparison of outcomes between emergent-start and planned-start peritoneal dialysis in incident ESRD patients: a prospective observational study

Emergent-start dialysis

PD

HD

Odds ratio (95% CI)

p value

Odds ratio (95% CI)

p value

Predialysis education program (no vs. yes)

3.17 (1.19–8.42)

0.021

24.77 (10.18–60.25)

< 0.001

eGFR (per ml/min/1.73 m2)

0.68 (0.51–0.92)

0.012

0.63 (0.53–0.75)

< 0.001

Albumin (per g/dl)

0.14 (0.04–0.43)

0.001

0.26 (0.15–0.46)

< 0.001

Comorbidities (yes vs. no)

 Coronary artery disease

–

–

2.87 (1.05–7.86)

0.040

 Valvular heart disease

–

–

5.89 (1.17–29.78)

0.032

  1. Variable selection for multivariate logistic regression model was performed using stepwise multiple regression (stepwise forward and backward selection method as p < 0.05 criterion). For PD patients, it showed a percentage of concordant pairs = 94.6%, adjusted generalized R2 = 0.261, estimated area under the receiver operating characteristic curve = 0.793, and Hosmer and Lemeshow goodness of fit test p = 0.853 > 0.05 (d.f = 8). The predicted probability of emergent-start PD = 1/(1 + exp.[− (8.93 + 1.153 x (predialysis education program) - 0.38 x (eGFR) - 1.99 x (albumin)]). For HD patients, it showed a percentage of concordant pairs = 91.2%, adjusted generalized R2 = 0.414, estimated area under the receiver operating characteristic curve = 0.888, and Hosmer and Lemeshow goodness of fit test p = 0.115 > 0.05 (d.f = 8). The predicted probability of emergent-start HD = 1/(1 + exp.[− (10.06 + 3.21 x (predialysis education program) - 0.46 x (eGFR) - 1.35 x (albumin) + 1.06 x (coronary artery disease) + 1.77 x (valvular heart disease)])