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Table 3 Mixed effects results on individual and contextual factors associated with modern contraceptive use among adolescent girls and young women in sub-Saharan Africa

From: Predictors of modern contraceptive use among adolescent girls and young women in sub-Saharan Africa: a mixed effects multilevel analysis of data fromĀ 29 demographic and health surveys

Variables

Model 0

aOR[95%CI]

Model 1

aOR[95%CI]

Model 2

aOR[95%CI]

Model 3

aOR[95%CI]

Age

ā€ƒ15ā€“19

Ā 

0.82*** (0.79ā€“0.86)

Ā 

0.86*** (0.83ā€“0.90)

ā€ƒ20ā€“24

Ā 

1

Ā 

1

Marital status

ā€ƒNot married

Ā 

1

Ā 

1

ā€ƒMarried

Ā 

0.80*** (0.76ā€“0.83)

Ā 

0.83*** (0.79ā€“0.87)

ā€ƒCohabiting

Ā 

0.68*** (0.65ā€“0.72)

Ā 

0.69*** (0.66ā€“0.73)

ā€ƒWidowed/separated/divorced

Ā 

0.78*** (0.72ā€“0.84)

Ā 

0.77*** (0.72ā€“0.83)

Religion

ā€ƒChristianity

Ā 

1

Ā 

1

ā€ƒIslam

Ā 

0.58*** (0.55ā€“0.60)

Ā 

0.59*** (0.57ā€“0.62)

ā€ƒOther

Ā 

0.69*** (0.63ā€“0.75)

Ā 

0.68*** (0.62ā€“0.74)

Employment status

ā€ƒNot working

Ā 

1

Ā 

1

ā€ƒWorking

Ā 

0.89*** (0.86ā€“0.92)

Ā 

0.92*** (0.89ā€“0.95)

Age at first sex

ā€ƒLess than 15ā€‰years

Ā 

0.99 (0.91ā€“1.06)

Ā 

1.03 (0.95ā€“1.11)

ā€ƒ15ā€“19ā€‰years

Ā 

1.18*** (1.11ā€“1.26)

Ā 

1.20*** (1.12ā€“1.28)

ā€ƒ20ā€“24ā€‰years

Ā 

1

Ā 

1

Parity

ā€ƒZero birth

Ā 

0.48*** (0.45ā€“0.50)

Ā 

0.44*** (0.42ā€“0.47)

ā€ƒOne birth

Ā 

0.78*** (0.75ā€“0.82)

Ā 

0.76*** (0.72ā€“0.80)

ā€ƒTwo births

Ā 

1

Ā 

1

ā€ƒThree births

Ā 

0.92* (0.85ā€“0.98)

Ā 

0.94 (0.87ā€“1.01)

ā€ƒFour or more births

Ā 

0.85** (0.75ā€“0.96)

Ā 

0.88 (0.77ā€“1.00)

Frequency of reading newspaper/magazine

ā€ƒNot at all

Ā 

0.65*** (0.61ā€“1.82)

Ā 

0.67*** (0.63ā€“0.71)

ā€ƒLess than once a week

Ā 

1.02 (0.96ā€“1.08)

Ā 

0.98 (0.91ā€“1.04)

ā€ƒAt least once a week

Ā 

1

Ā 

1

Frequency of listening to radio

ā€ƒNot at all

Ā 

0.80*** (0.77ā€“0.83)

Ā 

0.82*** (0.78ā€“0.86)

ā€ƒLess than once a week

Ā 

1.00 (0.95ā€“1.04)

Ā 

0.99 (0.95ā€“1.04)

ā€ƒAt least once a week

Ā 

1

Ā 

1

Frequency of watching television

ā€ƒNot at all

Ā 

0.85*** (0.81ā€“0.88)

Ā 

0.97 (0.93ā€“1.01)

ā€ƒLess than once a week

Ā 

0.92** (0.88.0.97)

Ā 

1.00 (0.95ā€“1.06)

ā€ƒAt least once a week

Ā 

1

Ā 

1

Desire for more children

ā€ƒHave another

Ā 

1.10** (1.03ā€“1.17)

Ā 

1.08* (1.01ā€“1.15)

ā€ƒUndecided

Ā 

0.70*** (0.63ā€“0.77)

Ā 

0.72*** (0.65ā€“0.80)

ā€ƒNo more

Ā 

1

Ā 

1

Ideal number of children

ā€ƒ0ā€“3

Ā 

1

Ā 

1

ā€ƒ4ā€“5

Ā 

0.73*** (0.70ā€“0.75)

Ā 

0.78*** (0.75ā€“0.81)

ā€ƒ6+

Ā 

0.31*** (0.29ā€“0.32)

Ā 

0.38*** (0.35ā€“0.40)

Place of Residence

ā€ƒUrban

Ā Ā 

1

1

ā€ƒRural

Ā Ā 

0.83*** (0.79ā€“0.86)

0.89*** (0.85ā€“0.93)

Community literacy level

ā€ƒLow

Ā Ā 

0.63*** (0.60ā€“0.66)

0.73*** (0.70ā€“0.77)

ā€ƒModerate

Ā Ā 

0.98 (0.94ā€“1.02)

0.95* (0.92ā€“0.99)

ā€ƒHigh

Ā Ā 

1

1

Community socio-economic status

ā€ƒLow

Ā Ā 

0.66*** (0.63ā€“0.70)

0.69*** (0.65ā€“0.73)

ā€ƒModerate

Ā Ā 

1

1

ā€ƒHigh

Ā Ā 

0.96 (0.91ā€“1.02)

0.90*** (0.84ā€“0.95)

Community knowledge of modern method

ā€ƒLow

Ā Ā 

1

1

ā€ƒModerate

Ā Ā 

0.43*** (0.40ā€“0.44)

0.53*** (0.51ā€“0.56)

ā€ƒHigh

Ā Ā 

0.24*** (0.19ā€“0.29)

0.33*** (0.27ā€“0.41)

Random effect result

ā€ƒPSU variance (95% CI)

0.03 (0.02ā€“0.04)

0.02 (0.01ā€“0.03)

0.03 (0.01ā€“0.04)

0.02 (0.01ā€“0.03)

ā€ƒICC

0.008

0.006

0.007

0.006

ā€ƒLR Test

Ļ‡2ā€‰=ā€‰91.46, pā€‰<ā€‰0.001

Ļ‡2ā€‰=ā€‰47.41, pā€‰<ā€‰0.001

Ļ‡2ā€‰=ā€‰68.69, pā€‰<ā€‰0.001

Ļ‡2ā€‰=ā€‰45.92, pā€‰<ā€‰0.001

ā€ƒWald chi-square

Reference

6019.62***

3323.50***

7015.95***

Model fitness

ā€ƒLog-likelihood

āˆ’49,667.17

āˆ’46,122.51

āˆ’47,848.36

āˆ’45,426.69

ā€ƒAIC

99,338.16

92,295.02

95,714.72

90,917.38

ā€ƒN

91,083

91,083

91,083

91,083

  1. Source: Demographic and Health Surveys
  2. 1 Reference category, PSU Primary Sampling Unit, ICC Intra-Class Correlation, LR Test Likelihood ratio Test, AIC Akaikeā€™s Information Criterion
  3. *pā€‰<ā€‰0.05, **pā€‰<ā€‰0.01, ***pā€‰<ā€‰0.001