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Analysing normative influences on the prevalence of female genital mutilation/cutting among 0–14 years old girls in Senegal: A spatial bayesian hierarchical regression approach
- Source :
- International Journal of Environmental Research and Public Health, Volume 18, Issue 7, International Journal of Environmental Research and Public Health, Vol 18, Iss 3822, p 3822 (2021)
- Publication Year :
- 2021
-
Abstract
- Background: Female genital mutilation/cutting (FGM/C) is a harmful traditional practice affecting the health and rights of women and girls. This has raised global attention on the implementation of strategies to eliminate the practice in conformity with the Sustainable Development Goals (SDGs). A recent study on the trends of FGM/C among Senegalese women (aged 15–49) which examined how individual- and community-level factors affected the practice, found significant regional variations in the practice. However, the dynamics of the practice among girls (0–14 years old) is not fully understood. This paper attempts to fill this knowledge gap by investigating normative influences in the persistence of the practice among Senegalese girls, identify and map ‘hotspots’. Methods: We do so by using a class of Bayesian hierarchical geospatial modelling approach implemented in R statistical software (R Foundation for Statistical Computing, Vienna, Austria) using R2BayesX package. We employed Markov Chain Monte Carlo (MCMC) techniques for full Bayesian inference, while model fit and complexity assessment utilised deviance information criterion (DIC). Results: We found that a girl’s probability of cutting was higher if her mother was cut, supported FGM/C continuation or believed that the practice was a religious obligation. In addition, living in rural areas and being born to a mother from Diola, Mandingue, Soninke or Poular ethnic group increased a girl’s likelihood of being cut. The hotspots identified included Matam, Tambacounda and Kolda regions. Conclusions: Our findings offer a clearer picture of the dynamics of FGM/C practice among Senegalese girls and prove useful in informing evidence-based intervention policies designed to achieve the abandonment of the practice in Senegal.
- Subjects :
- L700
Health, Toxicology and Mutagenesis
L300
Ethnic group
L500
lcsh:Medicine
Conformity
bayesian hierarchical modelling
Normative social influence
0302 clinical medicine
Pregnancy
Prevalence
030212 general & internal medicine
Child
social norms
FGM/C
media_common
Reproductive health
G100
Multilevel model
G300
Middle Aged
Senegal
Deviance information criterion
Austria
Child, Preschool
Circumcision, Female
Female
Psychology
Adult
Adolescent
spatial analysis
media_common.quotation_subject
030231 tropical medicine
B100
Article
03 medical and health sciences
Young Adult
Humans
Girl
business.industry
lcsh:R
Public Health, Environmental and Occupational Health
Infant, Newborn
Infant
Bayes Theorem
B900
Rural area
business
Demography
Subjects
Details
- Language :
- English
- ISSN :
- 16604601
- Database :
- OpenAIRE
- Journal :
- International Journal of Environmental Research and Public Health, Volume 18, Issue 7, International Journal of Environmental Research and Public Health, Vol 18, Iss 3822, p 3822 (2021)
- Accession number :
- edsair.doi.dedup.....1e0c4c08729142cd66dd4eec219a6c75