From: Type 2 diabetes and its correlates among adults in Bangladesh: a population based study
Models | Variables | −2 Log likelihood | AIC | H-L Goodness-of-Fit Test (Pr > ChiSq) | AUC (ROC) |
---|---|---|---|---|---|
Model 1 | Sociodemographic and economic characteristics: age, sex, marital status, education, working status, wealth quantile, place of residence, region of residence | Intercept Only = 5213.292 | Intercept Only = 5215.292 | 0.1127 | 0.67 |
Intercept and | Intercept and | ||||
Covariates =4926.142 | Covariates =4976.142 | ||||
Model 2 | Anthropometric characteristics: hypertension, body mass index | Intercept Only = 5051.305 | Intercept Only = 5053.305 | 0.1692 | 0.61 |
Intercept and | Intercept and | ||||
Covariates =4909.086 | Covariates =4915.086 | ||||
Model 3 | Model with square of age : age square, sex, marital status, education, working status, wealth quantile hypertension, body mass index, place of residence, region of residence | Intercept Only = 5051.305 | Intercept Only = 5053.305 | 0.3319 | 0.67 |
Intercept and | Intercept and | ||||
Covariates =4745.731 | Covariates =4789.731 | ||||
Model 4 | Model with interaction terms age, sex, marital status, education, working status, wealth quantile hypertension, body mass index, place of residence, region of residence residence*education, residence*BMI, residence*hypertension | Intercept Only = 5053.305 | Intercept Only = 5051.305 | 0.3691 | 0.68 |
Intercept and | Intercept and | ||||
Covariates =4776.559 | Covariates =4712.559 | ||||
Model 5 | Final model (Socio demographic, economic, and anthropometric characteristics): age, sex, marital status, education, working status, wealth quantile hypertension, body mass index, place of residence, region of residence | Intercept Only = 5051.305 | Intercept Only = 5053.305 | 0.3789 | 0.68 |
Intercept and | Intercept and | ||||
Covariates =4713.467 | Covariates =4767.467 |