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. Author manuscript; available in PMC: 2021 Dec 29.
Published in final edited form as: Am J Undergrad Res. 2021 Dec;18(3):15–23. doi: 10.33697/ajur.2021.048

Table 3.

Results of univariable and multivariable logistic regression analyses.

Variable Category Odds Ratio (95% CI)
Univariable Analysis Multivariable Analysis
Model with additive effects only Model with Additive and interaction effects
Additive effects
Race/ethnicity SA 1.25 (1.18, 1.33) 1.03 (0.97, 1.10) 1.33 (1.19, 1.48)
NHW 1.0 1.0 1.0
Age <40 years 2.56 (2.49, 2.64) 2.34 (2.27, 2.41) 2.36 (2.28, 2.43)
40–49 years 1.55 (1.52, 1.57) 1.53 (1.51, 1.56) 1.54 (1.51, 1.57)
≥ 50 years 1.0 1.0 1.0
Stage Regional or distant 2.51 (2.48, 2.54) 2.39 (2.35, 2.42) 2.39 (2.36, 2.42)
Localized 1.0 1.0 1.0
Grade III or IV 1.66 (1.64, 1.68) 1.28 (1.26, 1.30) 1.28 (1.26, 1.30)
I or II 1.0 1.0 1.0
ER status Negative 1.49 (1.47, 1.51) 1.07 (1.05, 1.10) 1.07 (1.05, 1.10)
Positive 1.0 1.0 1.0
PR status Negative 1.39 (1.37, 1.41) 1.15 (1.12, 1.17) 1.15 (1.12, 1.17)
Positive 1.0 1.0 1.0
Interaction effects
Race/ethnicity * Age SA * Age < 40 years - - 0.70 (0.58, 0.85)
SA * Age 40–49 years - - 0.72 (0.62, 0.83)
Rage * Stage SA * regional or distant - - 0.84 (0.74, 0.95)
Race * Grade SA * Grade III or IV - - 0.94 (0.82, 1.08)
Race * ER SA * ER negative - - 0.96 (0.77, 1.19)
Race * PR SA * PR negative - - 0.99 (0.82, 1.21)
AIC 521985.5 521955.6
BIC 522073 522108.7
AUC 0.6524 0.6524