Skip to main content

Table 2 Multilevel logistic regression models for individual and household/community predictors of adolescent pregnancy in Nigeria

From: Spatial distribution and factors associated with adolescent pregnancy in Nigeria: a multi-level analysis

Variables

Model 0

Model I

Model II

Model III

 

aOR [95% CI]

aOR [95% CI]

aOR [95% CI]

Fixed effects results

 Individual-level variables

    

Adolescent current age

 15

 

RC

 

RC

 16

 

1.08 [0.66-1.77]

 

1.09 [0.67-1.78]

 17

 

0.94 [0.59-1.48]

 

0.95 [0.60-1.50]

 18

 

1.24 [0.81-1.92]

 

1.25 [0.81-1.94]

 19

 

1.06 [0.68-1.67]

 

1.10 [0.70-1.74]

Age at sexual debut

 Less than 15 years

 

RC

 

RC

 Between 15 and 19

 

1.50** [1.16-1.92]

 

1.49** [1.161.92]

level of education

 No Education

 

RC

 

RC

 Primary

 

1.27 [0.91-1.76]

 

1.28 [0.92-1.80]

 Secondary & above

 

1.27 [0.93-1.75]

 

1.43* [1.00-2.03]

Marital status

 Never married

 

RC

 

RC

 Currently Married

 

70.71*** [44.12-113.32]

 

67.00*** [41.27-108.76]

 Cohabitating

 

79.48*** [40.04-157.74]

 

69.35*** [34.16-140.80]

 Previously Married

 

7.85** [1.77-34.71]

 

7.91** [1.78-35.19]

Working status

 Not working

 

RC

 

RC

 Working

 

0.72** [0.57-0.91]

 

0.69** [0.55-0.88]

Ethnicity

 Hausa

 

RC

 

RC

 Yoruba

 

1.72 [0.92-3.22]

 

1.38 [0.53-3.57]

 Igbo

 

1.68 [0.92-3.04]

 

3.73* [1.04-13.30]

 Others

 

1.18 [0.88-1.58]

 

1.31 [0.93-1.84]

Religion

 Christianity

 

RC

 

RC

 Islam

 

1.29 [0.87-1.91]

 

1.37 [0.89-2.10]

 Traditionalist & others

 

2.17 [0.50-9.40]

 

2.00 [0.45-8.80]

Exposure to media

 No

 

RC

 

RC

 Yes

 

0.83 [0.66-1.05]

 

0.86 [0.67-1.09]

 Household-level

    

Place of residence

 Urban

  

RC

RC

 Rural

  

1.10 [0.82-1.48]

0.87 [0.63-1.20]

Wealth index

 Poorest

  

RC

RC

 Poorer

  

1.36* [1.06-1.75]

1.08 [0.83-1.41]

 Middle

  

1.09 [0.80-1.49]

1.05 [0.75-1.47]

 Richer

  

0.94 [0.63-1.42]

0.87 [0.55-1.37]

 Richest

  

0.37** [0.18-0.77]

0.47 [0.21-1.04]

Sex of household head

 Male

  

RC

RC

 Female

  

0.48*** [0.33-0.70]

0.89 [0.58-1.35]

Region

 North Central

  

RC

RC

 North East

  

1.47* [1.05-2.07]

1.93 [0.64-1.37]

 North West

  

2.18*** [1.59-2.98]

1.11 [0.74-1.66]

 South East

  

1.03 [0.60-1.75]

0.52 [0.14-1.96]

 South South

  

1.26 [0.73-2.17]

1.15 [0.60-2.20]

 South West

  

1.43 [0.83-2.45]

1.73 [0.71-4.21]

Community literacy level

 Low

  

RC

RC

 Medium

  

0.46*** [0.35-0.61]

0.94 [0.68-1.30]

 High

  

0.24*** [0.16-0.38]

0.88 [0.52-1.48]

Community socioeconomic status

 Low

  

RC

RC

 Medium

  

0.43 [0.16-1.12]

0.56 [0.68-1.30]

 High

  

0.85 [0.55-1.32]

0.90 [0.55-1.48]

Random effects results

 PSU Variance (95% CI)

1.09 [0.79-1.51]

0.03 [0.00-10.36]

0.27 [0.12-0.60]

0.03 [0.00-16.42]

 ICC

0.25

0.01

0.08

0.01

 LR Test

χ2 = 84.61, p < 0.001

χ2 = 0.12, p > 0.05

χ2 = 8.53, p < 0.01

χ2 = 0.10, p > 0.05

 Wald χ2

Reference

525.05***

261.32***

523.29***

Model fitness

 Log-likelihood

− 1840.77

− 1207.84

− 1680.80

− 1199.78

 AIC

3685.54

2453.68

3395.60

2467.56

 BIC

3699.61

2587.42

3515.26

2706.88

 Number of clusters

1363

1363

1363

1363

  1. Weighted NDHS, 2018
  2. Model 0 is the null model, a baseline model without any explanatory variable
  3. Model, I is adjusted for individual-level variables (Adolescent age, age at sexual debut, educational level, marital status, working status, ethnicity, religion, and media exposure)
  4. Model II is adjusted for household/community level variables (Place of residence, wealth index, region, sex of household head, community literacy level, and community socioeconomic status)
  5. Model III is the final model adjusted for both individual and household/community level variables
  6. Exponentiated coefficients 95% confidence intervals in brackets, AOR adjusted Odds Ratios, CI Confidence Interval, RC Reference Category, PSU Primary Sampling Unit, ICC Intra-Class Correlation, LR Test Likelihood ratio Test, AIC Akaike’s Information Criterion, BIC Schwarz’s Bayesian Information Criteria
  7. *p < 0.05; **p < 0.01; ***p < 0.001