Contraceptive Method Utilization and Determinant Factors among Young Women (15-24) in Ethiopia: A Mixed-Effects Multilevel Logistic Regression Analysis of the Performance Monitoring for Action 2018 Household Survey

Table 3

Test of goodness-of-fit of the mixed-effects multilevel logistic regression model to identify the determinants of contraceptive method utilization among young women in Ethiopia, June-July, 2018.

Models	Random effects as level 2 variance (var(-cons))	Intraclass correlation coefficient (ICC(ρ))	Log likelihood (LR) deviance	Wald	Significance of LR test vs. logistic regression ( value)
Model 0	4.53		646.28	Reference	<0.0001
Model 1	4.55		616.20	56.67	<0.0001
Model 2	4.46		568.41	119.08	<0.0001
Model 3	4.52		555.65	135.54	<0.0001

(i) Dependent variable: contraceptive method utilization; (ii) cluster variable: region (11 in number); (iii) Model 0: empty model; Model 1: cluster level variables included; Model 2: individual level variables included; Model 3: full model (all the cluster level and individual level variables included.