I believe that the advantage of using the multivariable logistic regression model is that although the data was collected over a short time frame, this model can help predict an outcome. Another advantage is that various predictor variables can be used to predict an outcome. For example, in this study variables such as age, sex, BMI, and poverty level were used. The disadvantage of using this statistical method might be choosing the correct variables. There might be other variables to consider