create lengthy paragraph in 3rd person: 3. Methodology This study employed a binary logistic regression model using SPSS to analyze the relationship between selected predictors and the probability of having a HIGH_BMI classification. Unlike the analysis in Module 3, this model applies the SAM_WEIGHT variable to account for the sampling design and to produce estimates that reflect population-level proportions. SPSS Procedure Summary: Weighting Applied: Data Weight Cases Use SAM_WEIGHT Dependent Variable: BMICATE_BIN Covariates (Block 1): AGE, GENHLTH, SEX, EXERCISEINPAST30DAYS, INCOMELEVEL Method: Enter (simultaneous inclusion) Weighting ensures that individuals in underrepresented or oversampled groups contribute appropriately to the model, improving external validity and reducing bias in parameter estimation