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Table 5 á…Ÿ

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