Author:
Afiaz Awan,Arusha Anowara Rayhan,Ananna Nurjahan,Kabir Enamul,Biswas Raaj Kishore
Abstract
AbstractThere has been a gradual rise in the number of cesarean sections (CSs) in Bangladesh. The present study identified the cohort of women, who were more likely to opt for an elective CS based on their sociodemographic characteristics, pre-delivery care history, and media exposure, using the Bangladesh Multiple Indicator Cluster Survey-2019. The survey stratification adjusted logistic regression model and interpretable machine learning method of building classification trees were utilized to analyze a sample of 9202 women, alongside district-wise heat maps. One-in-five births (20%) were elective CSs in the 2 years prior to the survey. Women residing in affluent households with educated house-heads, who accessed antenatal care prior to delivery (AOR 4.12; 95% CI 3.06, 5.54) with regular access to media (AOR 1.31; 95% CI 1.10, 1.56) and who owned a mobile phone (AOR 1.25; 95% CI 1.04, 1.50) were more likely to opt for elective CSs, which suggests that health access and health literacy were crucial factors in women’s mode of delivery. Spatial analyses revealed that women living in larger cities had more elective CS deliveries, pointing towards the availability of better health and access to multiple safe delivery options in peripheral areas.
Publisher
Springer Science and Business Media LLC
Reference76 articles.
1. WHO & HRP. WHO statement on cesarean section rates. Reprod. Health Matters 23, 149–150 (2015).
2. Hobbs, A. J., Mannion, C. A., McDonald, S. W., Brockway, M. & Tough, S. C. The impact of cesarean section on breastfeeding initiation, duration and difficulties in the first four months postpartum. BMC Pregnancy Childbirth 16, 1–9 (2016).
3. Ye, J. et al. Association between rates of cesarean section and maternal and neonatal mortality in the 21st century: A worldwide population-based ecological study with longitudinal data. BJOG Int. J. Obstet. Gynaecol. 123, 745–753 (2016).
4. Betran, A. P., Torloni, M. R., Zhang, J. J. & Gülmezoglu, A. M. WHO statement on cesarean section rates. BJOG Int. J. Obstetr. Gynaecol. 123, 667–670 (2016).
5. Barros, A. J. et al. Elsevier Editorial System(tm) for The Lancet Manuscript Draft Title: The Global Epidemiology of cesarean Sections: Major Increases and Wide Disparities (Elsevier, 2018).
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