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Table 4 Bayesian logistic regression model for the association of socio-economic, behavioural, climatic condition and spatially structured and unstructured random effect at the zone level with poor tuberculosis treatment outcomes in Ethiopia, 2015 to 2017

From: Mapping tuberculosis treatment outcomes in Ethiopia

Variables Unstructured model Structured model Structured & unstructured model Model without covariates
OR, Posterior
Mean (95%
CrI
OR, Posterior
Mean (95%
CrI
OR, Posterior
Mean (95%
CrI
 
Chat chewing 0.99 (0.98, 1.00) 0.99 (0.98, 1.00) 0.99 (0.98, 1.00)
Low wealth index 1.01 (1.00, 1.01) 1.01 (1.00, 1.01) 1.01 (1.00, 1.01)
Knowledge towards TB 1.02 (1.01, 1.03) 1.013 (1.00, 1.03) 1.02 (1.01, 1.03)
Mean temperature 1.15 (1.08, 1.21) 1.12 (1.045, 1.18) 1.14 (1.08, 1.20)
Constant (alpha) −5.57 (−6.64, −4.39) −5.04 (− 6.17, −3.74) − 5.48 (− 6.51, − 4.37) −2.11 (−2.14, −2.07)
Heterogeneity  
 Unstructured variance 0.63 (0.53, 0.74) 0.24 (0.028, 0.83)  
 Structured variance 1.264 (1.07, 1.50) 0.59 (0.42, 0.73) 1.57 (1.34, 1.84)
 DIC 746.0 764.5 752.0 760.8
  1. CrI credible interval, DIC deviance information criterion, OR odds ratio
  2. The boldface indicate statistically signficant variables