Factor description (age at survey year) | MI case/non-case (n) | Random forest ‘important’ variables | Logistic regression OR (95% CI) | χ2 (adjusted p value) | Recursive partitioning (tree nodes) |
---|---|---|---|---|---|
(A) Males, ‘MI by 72 years of age’ | |||||
High cholesterol (by 65 years) | 269/893 | Yes | 3.29 (2.59 to 4.18)*** | <0.0001C | Present |
High cholesterol (by 72 years) | 221/987 | Yes | 3.32 (2.50 to 4.42)*** | <0.0001C | Present |
Diabetes (by 65 years) | 124/254 | Yes | 3.24 (2.53 to 4.15)*** | <0.0001C | Present |
Diabetes (by 72 years) | 122/458 | Yes | 2.26 (1.78 to 2.88)*** | <0.0001C | |
Stroke (by 65 years) | 48/56 | Yes | 5.01 (3.36 to 7.48)*** | <0.0001C | |
High blood pressure (by 72 years) | 269/1428 | Yes | 2.16 (1.67 to 2.79)*** | <0.0001C | |
High blood pressure (by 65 years) | 283/1023 | 2.39 (1.92 to 2.96)*** | <0.0001C | Present | |
Exposed to dangerous conditions at work (by 65 years) | 174/784 | 1.41 (1.11 to 1.79)** | 0.0080C | Present | |
Parent or sibling had a MI before age 55 (by 65 years) | 82/267 | 1.89 (1.43 to 2.49)*** | <0.0001C | Present | |
(B) Males, ‘MI between 65 and 72 years of age’ | |||||
Stroke (by 65 years) | 13/55 | Yes | 4.08 (2.17 to 7.65)*** | 0.0002F | |
Diabetes (by 65 years) | 36/254 | Yes | 2.71 (1.81 to 4.04)*** | <0.0001C |
The ‘age at survey year’ of 65 and 72 represent survey years 2004 and 2011, respectively. Analyses associated with the ‘MI by 72 years of age’ data set included independent variables from all WLS survey years, 1957–2011, while analyses associated with the ‘MI between 65 and 72 years of age’ data set included only independent variables from WLS survey year 2004 or earlier.
‘***’=p<0.001, ‘**’=p<0.01.
C, χ2 test; F, Fisher's Exact test.