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Table 4 Multilevel logistic regression model comparison and random effect distribution as examined for intention to use contraceptive methods among reproductive age group from EDHS 2016

From: Assessment of intention to use contraceptive methods with spatial distributions and associated factors among women in Ethiopia: evidence from EDHS 2016

Random effect model comparison

Model 0

Model 1

Model 2

Model 3

Variance

1.29

0.51

0.33

0.27

Inter-cluster correlation(ICC)

0.28

0.12

0.09

0.076

Log likelihood ratio(LLR)

− 1372

− 1405

− 3166

− 1301

Deviance

2744

2810

6332

2602

Proportional change in variance(PCV)

Ref

0.60

0.74

0.79

Media odds ratio (MOR)

2.90

1.90

1.70

1.60