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. 2024 Apr 18;16(6):1284–1291. doi: 10.1111/os.14066

TABLE 6.

Collinearity diagnosis of independent variables in multivariate binary logistic regression model.

Independent variables in LDH model a VIF Independent variables in LSS model b VIF
BMI category 1.027 Age category 1.042
Labor intensity 1.009 BMI category 1.015
Genetic history 1.005 Genetic history 1.005
Number of deliveries 1.013 Number of deliveries 1.044
Simple hysterectomy 1.016 Simple hysterectomy 1.015
Hypertriglyceridemia 1.076 Knee joint surgery 1.023
Hyper‐low‐density lipoprotein cholesterolemia 1.086 Hypertriglyceridemia 1.124
Cerebrovascular disease 1.012 Hyper‐low‐density lipoprotein cholesterolemia 1.119
Diabetes 1.018

Abbreviations: BMI, body mass index; LDH, lumbar disc herniation; LSS, lumbar spinal stenosis; VIF, variance inflation factor.

a

Multivariate binary logistic regression model between independent variables and surgical treatment for LDH in middle‐aged and older women.

b

Multivariate binary logistic regression model between independent variables and surgical treatment for LSS in middle‐aged and older women.