Table 4.
Logistic Regression Predictor Variables for Literacy and Mathematics Models
Literacy |
Mathematics |
||||||
---|---|---|---|---|---|---|---|
Odds Ratio | 95% CI | p | Odds Ratio | 95% CI | p | ||
Number of Surgeries | 0.357 | 0.803 | |||||
One | [REFERENCE] | [REFERENCE] | |||||
Multiple | 0.68 | (0.31, 1.53) | 1.11 | (0.48, 2.56) | |||
Age at Surgery a | 0.004 | 0.113 | |||||
Infant | [REFERENCE] | [REFERENCE] | |||||
Neonate | 3.42 | (1.47, 7.97) | 2.04 | (0.84, 4.91) | |||
Gender | 0.395 | 0.066 | |||||
Female | [REFERENCE] | [REFERENCE] | |||||
Male | 0.78 | (0.44, 1.39) | 1.75 | (0.96, 3.19) | |||
Race | <0.001 | 0.001 | |||||
Non-white | [REFERENCE] | [REFERENCE] | |||||
White | 3.27 | (1.74, 6.12) | 3.03 | (1.60, 5.71) | |||
Cardiopulmonary Bypass | 0.110 | 0.046 | |||||
No | [REFERENCE] | [REFERENCE] | |||||
Yes | 0.48 | (0.20, 1.18) | 0.38 | (0.15, 0.98) | |||
Diagnosis Group b | 0.487 | 0.250 | |||||
Conotruncal | [REFERENCE] | [REFERENCE] | |||||
LVOTO | 0.95 | (0.39, 2.32) | 1.24 | (0.50, 3.12) | |||
Otherc | 1.67 | (0.70, 3.96) | 2.46 | (0.99, 6.11) | |||
RVOTO | 1.25 | (0.42, 3.71) | 1.22 | (0.39, 3.80) | |||
RACHS-1 Category b | 0.539 | 0.231 | |||||
[1–2] | [REFERENCE] | [REFERENCE] | |||||
[3–4] | 1.45 | (0.63, 3.35) | 1.71 | (0.72, 4.06) | |||
[5–6] | 0.81 | (0.18, 3.66) | 0.81 | (0.17, 3.72) | |||
Not Classified | 1.27 | (0.16, 9.90) | 1.16 | (0.17, 8.03) | |||
Weight at Surgery | 0.062 | 0.145 | |||||
25th Q. (3.3 kg) | [REFERENCE] | [REFERENCE] | |||||
75th Q. (5.7 kg) | 1.75 | (0.97, 3.13) | 1.58 | (0.86, 2.91) | |||
Total Time In Surgery | 0.225 | 0.130 | |||||
25th Q. (155 min) | [REFERENCE] | [REFERENCE] | |||||
75th Q. (315 min) | 1.5 | (0.78, 2.89) | 1.74 | (0.85, 3.54) | |||
Length of Stay | 0.026 | 0.026 | |||||
25th Q. (7 days) | [REFERENCE] | [REFERENCE] | |||||
75th Q. (25 days) | 0.54 | (0.32, 0.93) | 0.54 | (0.31, 0.93) | |||
Grade Level | 0.005 | 0.252 | |||||
3 | [REFERENCE] | [REFERENCE] | |||||
4 | 1.44 | (1.12, 1.86) | 0.87 | (0.69, 1.10) | |||
Concordance Statistic d | 0.73 | (0.67, 0.79) | 0.74 | (0.67, 0.81) |
CI — Confidence Interval; LVOTO — left ventricular outflow tract obstruction; RVOTO — right ventricular outflow tract obstruction; RACHS — Risk Adjustment Congenital Heart Surgery
Infant is >28 days of age at 1st surgery, Neonate is ≤28 days of age at 1st surgery
Deviance test reported
Other diagnosis group includes types of congenital heart disease which do not have an associated RACHS-1 category, i.e. heart transplant.
Concordance statistic assesses predictive accuracy of model and is equal to the area-under-the-curve (AUC) in logistic regression [40]