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Table 4 Comparison of regression coefficients and p-values for the separate and simultaneous logistic models of the three outcomes on demographic characteristics

From: HIV survey in Mozambique: analysis with simultaneous model in contrast to separate hierarchical models

  HIV Blood test Awareness of HIV/AIDS campaign Awareness of HIV/AIDS campaign
Separate Joint Separate Joint Separate   Joint  
  Variable coeff p-value coeff p-value coeff p-value coeff p-value coeff p-value coeff p-value
  Electricity − 0.297 0.036 − 0.181 0.007 0.471 0.004 0.247 0.001 0.877 <.0001 0.445 <.0001
Wealth Poorer 0.25 0.223 0.119 0.2 −0.029 0.809 − 0.072 0.244 0.017 0.889 0.05 0.344
Middle 0.332 0.106 0.139 0.127 0.038 0.759 0.054 0.38 0.245 0.049 0.194 0
Richer 0.89 <.001 0.525 <.001 0.179 0.193 0.126 0.051 0.443 0.001 0.271 <.001
Richest 1.225 <.001 0.693 <.001 0.449 0.015 0.251 0.002 0.618 0 0.398 <.001
Education Education (years) 0.02 0.147 0.008 0.247 0.149 <.0001 0.077 <.001 0.173 <.001 0.09 <.001
Age Age (years) −0.003 0.507 − 0.002 0.366 − 0.005 0.106 − 0.003 0.065 − 0.005 0.092 −0.003 0.055
Gender Male v. Female −0.127 0.179 −0.053 0.264 −0.055 0.48 0.025 0.552 0.676 <.001 0.324 <.0001
Religion Catholic −0.173 0.378 −0.082 0.39 −0.304 0.166 −0.289 0.007 −0.317 0.074 −0.212 0.004
Islamic −0.052 0.787 0.016 0.866 −0.278 0.204 −0.252 0.02 −0.422 0.016 −0.278 0
Zion 0.224 0.302 0.163 0.135 −0.318 0.183 −0.29 0.015 −0.385 0.05 −0.291 0.001
Pentecostal −0.501 0.028 −0.222 0.037 −0.439 0.061 −0.412 0 −0.22 0.264 −0.136 0.088
Anglican −0.098 0.82 0.029 0.895 −1.293 0.001 −0.568 0.006 −1.091 0.003 −0.512 0.003
No religion 0.141 0.511 0.114 0.281 −0.713 0.002 −0.59 <.001 −0.542 0.004 −0.359 <.001
Marital Status Married 0.893 <.001 0.448 <.001 −0.155 0.354 − 0.045 0.599 −0.431 0.003 −0.147 0.034
Living together 0.947 <.001 0.485 <.001 −0.163 0.223 −0.091 0.175 −0.262 0.021 −0.123 0.022
Widowed 1.84 <.001 0.991 <.001 −0.407 0.043 −0.134 0.208 −0.268 0.142 −0.085 0.333
Divorced 1.645 <.001 0.876 <.001 −0.454 0.083 −0.219 0.119 −0.301 0.229 −0.093 0.453
Not living together 1.692 <.001 0.88 <.001 −0.275 0.136 −0.085 0.367 −0.265 0.095 −0.122 0.106
Employment Employment: In the past year 0.138 0.416 0.064 0.452 −0.435 0.004 −0.211 0.006 − 0.16 0.237 − 0.136 0.027
Currently working 0.062 0.636 0.002 0.978 −0.204 0.1 −0.08 0.195 0.004 0.971 0.023 0.626
Support Support 0.112 0.594 0.051 0.618 0.565 0.002 0.184 0.039 0.096 0.541 −0.053 0.446
Self-perceived risk Small risk 0.271 0.013 0.151 0.004 0.426 <.0001 0.221 <.001 0.443 <.001 0.248 <.001
Moderate risk 0.453 0.001 0.227 0.001 0.141 0.235 0.151 0.014 0.322 0.003 0.23 <.001
Great risk 0.653 <.001 0.356 <.001 0.413 0.002 0.275 <.001 0.517 <.0001 0.308 <.001
Respondent HIV+ 3.637 <.001 2.182 <.001 1.172 0.006 0.674 0.001 1.269 <.0001 0.717 <.001
Intercept −3.873 <.001 −2.104 <.001 1.432 <.001 0.866 <.001 −0.565 0.018 −0.37 0