Spatial pattern and determinants of unmet need of family planning in Nigeria

South African Family Practice

 
 
Field Value
 
Title Spatial pattern and determinants of unmet need of family planning in Nigeria
 
Creator Oyeronke Alaba, Oluwayemisi Olaomi, J. O. Olubusoye, Olusanya E.
 
Subject education Bayesian inference; binomial; family planning; geo-additive model; Nigeria
Description Background: Nigeria still grapples with low family planning (FP) use and a high fertility rate. This study explores the factors associated with the unmet need for FP and the coldspots of unmet need for FP in Nigeria.Methods: The 2013 Nigerian Demographic Health Survey (NDHS) data was used to investigate the unmet need for FP in Nigeria. A geo-additive model was specified to simultaneously measure the fixed, nonlinear, spatial and random effects inherent in the data. The fixed effect of categorical covariates was modelled using the diffuse prior, the nonlinear effect of continuous variable was modelled using the P-spline with second-order random walk, the spatial effects followed Markov random field priors while the exchangeable normal priors were used for the random effect of the community. The binomial distribution was used to handle the dichotomous nature of the dependent variable.Results: North East (OR: 1.8404, CI: 1.6170, 2.0941), North West (OR: 1.1145, CI: 1.1454, 1.1789), primary education (OR: 1.0441, CI: 0.9680, 1.1286), Hausa (OR: 2.7031, CI: 2.3037, 3.1513), birth interval greater than 12 months (OR: 1.0909, CI: 1.0447, 1.1379), community (OR: 1.6733, CI: 1.5261, 1.7899) and states (OR: 6.0879, CI: 2.5995, 29.6274) significantly increased the unmet need for FP.Conclusion: The unmet need for FP in Nigeria is positively associated with the Northern region, low level of education and birth interval.
 
Publisher AOSIS
 
Contributor
Date 2015-09-01
 
Type info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion — Bayesian inference
Format application/pdf
Identifier 10.4102/safp.v57i5.4228
 
Source South African Family Practice; Vol 57, No 5 (2015): September/October; 7 2078-6204 2078-6190
 
Language eng
 
Relation
The following web links (URLs) may trigger a file download or direct you to an alternative webpage to gain access to a publication file format of the published article:

https://safpj.co.za/index.php/safpj/article/view/4228/7693
 
Coverage Nigeria 2013 Family planning
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