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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