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Table 2 Results (adjusted odds ratio, random effects) of multilevel logistic models of consistent ITN use on selected socio-demographic, ideational, household and community variables; Cameroon, Côte d’Ivoire and Sierra Leone

From: Ideational factors associated with consistent use of insecticide-treated nets: a multi-country, multilevel analysis

Predictors

Cameroon

Côte d’Ivoire

Sierra Leone

Empty model

Full model

Empty model

Full model

Empty model

Full model

Sociodemographic characteristics and message exposure

 Sex

–

 

–

 

–

 

  Male (RC)

 

1.000

 

1.000

 

1.000

  Female

 

3.642d

 

1.623c

 

1.258

 Age in years

–

1.045d

–

1.031d

–

1.105b

  Square of age

 

–

 

–

 

0.998b

 Education level

–

 

–

 

–

 

  None (RC)

 

1.000

 

1.000

 

1.000

  Primary

 

1.261

 

0.621d

 

0.568c

  Secondary + 

 

1.337

 

0.434d

 

0.589c

 Exposure to malaria-related messages in past six months

–

0.586b

–

1.489c

–

1.598c

Ideational characteristics

 Positive attitudes towards net use

–

3.171d

–

7.593d

–

1.455b

 Perceived severity of malaria

–

1.361

–

0.874

–

1.115

 Perceived vulnerability to malaria

–

2.322d

–

0.731b

–

1.658c

 Discussed malaria with others

–

0.874

–

2.209d

–

0.539d

 Perceived response efficacy of ITNs

–

0.721

–

2.005d

–

2.013d

 Perceived self-efficacy to use nets

–

7.026d

–

3.951d

–

3.246d

 Perceived net use as a community norm

–

2.891d

–

1.319b

–

1.168

Household and community characteristics

 Household has at least one child under age 5

–

2.133c

–

2.035d

–

1.105

 Household wealth quintile

–

 

–

 

–

 

  Lowest (RC)

     

1.000

  Second

 

1.000

 

1.000

 

1.188

  Middle

 

2.152b

 

0.612b

 

1.184

  Fourth

 

4.050c

 

0.517b

 

0.935

  Highest

 

6.519d

 

0.344d

 

0.934

 Net supply within household

–

 

–

 

–

 

  Insufficient (RC)

 

1.000

 

1.000

  

  Sufficient

 

2.978d

 

3.044d

 

2.023c

 Dwelling unit has completely sealed ceiling

–

0.972

–

0.578c

–

1.091

 Urban residence (RC = rural)

–

0.532

–

0.921

–

0.459a

 Region of residence

––

1.000

    

  Far North (RC)

 

0.067d

    

  North

      

 Zone of Residence

  

–

   

  North (RC)

   

1.000

  

  Central

   

1.332

  

  South

   

1.255

  

  Abidjan

   

0.086d

  

 District of residence

    

–

 

  Bo (RC)

     

1.000

  Port Loko

     

0.347c

Random effects

 Household level variance (SE)

22.792 (6.696)

14.761 (3.142)

13.014 (1.8329)

11.047 (1.568)

1.833 (0.397)

2.114 (0.476)

 Cluster level variance (SE)

3.419 (0.857)

1.971 (0.576)

2.909 (0.576)

0.344 (0.143)

3.488 (0.687)

2.537 (0.560)

 LR Test (multilevel vs. logistic): Χ2/p

541.9/0.000

393.2/0.000

890.5/0.000

501.2/0.000

645.9/0.000

354.0/0.000

 Intraclass correlation (Household)

0.888

0.835

0.829

0.776

0.618

0.586

 Intraclass correlation (Cluster)

0.116

0.098

0.151

0.023

0.405

0.319

 Proportional change in variance (Household)

–

35.2%

–

15.1%

–

− 15.3%

 Proportional change in variance (Cluster)

 

42.3%

–

88.2%

 

27.3%

 Number of observations

2995

6164

2730

  1. RC reference category
  2. ap < .1
  3. bp < .05
  4. cp < .01
  5. dp < .001