Socioeconomic Roles in Cesarean Section Delivery in the Philippines: A Secondary Analysis of the 2022 National Demographic and Health Survey

Cesarean section (CS) delivery rates have risen dramatically worldwide, with most countries exceeding the World Health Organization's (WHO) recommended rate of 10-15%. However, disparities exist, with evidence suggesting that socioeconomic disadvantage and geographic location significantly influence CS rates. Despite this, comprehensive estimates, particularly in Bangladesh, remain limited. This study aims to examine trends, district-level variations, and socioeconomic disparities in CS rates in Bangladesh. Data from seven rounds of the Bangladesh Demographic and Health Surveys, conducted between 1999/2000 and 2022, were analyzed. The outcome variable was CS delivery, categorized by mode of delivery and place of delivery. Explanatory variables included districts, wealth quintiles, and socio-demographic characteristics. Descriptive statistics were used to illustrate trends and variations in CS delivery over time in Bangladesh. Multilevel mixed-effects binary logistic regressions were employed to identify the factors associated with CS delivery. Between 1999/2000 and 2022, hospital births in Bangladesh increased by 55%, largely driven by a significant rise in CS deliveries, from 32% to 69%. Around 85% of the total CS deliveries occurred in the private healthcare facilities in 2022, a marked increase from 41.5% in 1999/2000. In contrast, CS delivery rates in government healthcare facilities fell from 53% to 13.6% during the same period. Mothers in border and hilly districts, as well as those in the poorest wealth quintile, reported lower rates of CS delivery compared to their counterparts. The uneven distribution of CS delivery across districts and socioeconomic groups highlights the need for a more tailored approach to childbirth. While government efforts to reduce unnecessary CS use have been insufficient, this study suggests that a one-size-fits-all strategy may exacerbate disparities. Instead, the focus should shift from increasing access to ensuring justified and appropriate use of CS, with public healthcare facilities playing a crucial role in providing safe alternatives.

BackgroundIn the last two decades, cesarean section (CS) deliveries in India have increased by six-fold and created economic hardship for families and households. Although several schemes and policies under the National Health Mission (NHM) have reduced the inequality in the use of maternal care services in India, the distributive effect of public health subsidies on CS deliveries remains unclear. In this context, this paper examines the usage patterns of CS delivery and estimates the share of public health subsidies on CS deliveries among mothers by different background characteristics in India.DataData from the fourth round of the National Family Health Survey (NFHS-4) was used for the study. Out-of-pocket (OOP) payment for CS delivery was used as a dependent variable and was analyzed by level of care that is, primary (PHC, UHC, other) and secondary (government/municipal, rural hospital). Descriptive statistics, binary logistic regression, benefit incidence analysis, concentration curve and concentration index were used for the analysis.ResultsA strong economic gradient was observed in the utilization of CS delivery from public health facilities. Among mothers using any public health facility, 23% from the richest quintile did not pay for CS delivery compared to 13% from the poorest quintile. The use of the public subsidy among mothers using any type of public health facility for CS delivery was pro-rich in nature; 9% in the poorest quintile, 16.1% in the poorer, 24.5% in the middle, 27.5% among richer and 23% in the richest quintile. The pattern of utilization and distribution of public subsidy was similar across the primary and secondary health facilities but the magnitude varied. The findings from the benefit-incidence analysis are supported by those obtained from the inequality analysis. The concentration index of CS was 0.124 for public health centers and 0.291 for private health centers. The extent of inequality in the use of CS delivery in public health centers was highest in the state of Mizoram (0.436), followed by Assam (0.336), and the lowest in Tamil Nadu (0.060), followed by Kerala (0.066).ConclusionThe utilization of CS services from public health centers in India is pro-rich. Periodically monitoring and evaluating of the cash incentive schemes for CS delivery and generating awareness among the poor would increase the use of CS delivery services in public health centers and reduce the inequality in CS delivery in India.

BackgroundInappropriate use of Caesarean Section (CS) delivery is partly to blame for Ghana’s high maternal mortality rate. However, previous research offered mixed findings about factors associated with CS use. The goal of this study is to examine use of CS in Ghana and the socioeconomic factors associated with it.MethodsData from the nationally representative 2014 Ghana Demographic and Health Survey (GDHS) was used after permission from the Monitoring and Evaluation to Assess and Use Results (MEASURE) Demographic and Health Survey (DHS) program. Univariable and multivariable logistic regression models were fitted to examine the socioeconomic inequalities in CS use. The independent variables included maternal age, marital status, religion, ethnicity, education, place of residence, wealth quintile, and working status. Concentration index (CI) and rate-ratios were computed to ascertain the level of CS inequalities.ResultsOut of the 4294 women, 11.4% had CS delivery. However, the percentage of CS delivery ranged from 5% of women in the poorest quintile to 27.5% of women in the richest qunitle. Significant associations were detected between CS delivery and maternal age, parity, education, and wealth quintile .ConclusionsThis study revealed that first, even though Ghana has achieved an aggregate CS rate consistent with WHO recommendations, it still suffers from inequities in the use of CS. Second, both underuse of CS among poorer women in Ghana and overuse among rich and educated women are public health concerns that need to be addressed. Third, the results show in spite of Ghana’s free maternal care services policies, wealth status of women continues to be strongly and signtificantly associated with CS delivery, indicating that there are indirect health care costs and other reasons preventing poorer women from having access to CS which should be understood better and addressed with appropriate policies.

Most of the existing literature in developing countries focused on either the rising trend of CS or its determinants. There is a paucity of population-based studies on existing socioeconomic inequalities in availing CS services by women in Indonesia. This study aimed to assess the factors associated with caesarian section (CS) delivery and explore the various factors contributing to inequalities in CS delivery rates in Indonesia. The study utilized nationally representative cross-sectional data from the Indonesia Demographic and Health Survey (IDHS), 2017. We conducted multivariable logistic regression to find the factors associated with CS delivery. Concentration index and Wagstaff's decomposition analysis were used to examine the socioeconomic inequalities in CS delivery among women and associated factors. About 17% of women in Indonesia delivered babies through CS. A concentration index of 0.31 in CS delivery rate showed a higher CS delivery rate among women belonging to rich households. About 44.7% of socioeconomic status inequality in CS delivery was explained by educational status among women who went for CS delivery. Women's place of residence explained 30.1% of socioeconomic inequality, and women's age at first birth explained about 11.9% and reporting ANC visits explained 8.4% of the observed inequality. Highest socioeconomic inequality was witnessed in central Sulawesi (0.529), followed by Maluku (0.488) and West Kalimantan (0.457), whereas the lowest was recorded in Yogyakarta (0.021) followed by north Sulawesi (0.047) and east Kalimantan (0.171). Education (44.7%) followed by rural-urban place of residence (30.1%) and age of first birth (11.9%) contributed most to explain the gap in CS delivery among rich and poor women. The study highlighted the higher CS delivery rates among women from higher socioeconomic groups and thus, it is important to frame policies after identifying the population subgroups with potential underuse or overuse of CS method of delivery.

ObjectiveEnsuring equitable access to emergency obstetric care is essential for reducing maternal mortality. This study examines the prevalence and associated factors of caesarean section (CS) delivery in Nepal during 2022.DesignThis...

BackgroundThe simultaneity of undernourishment among child and overweight/obesity among mothers in lower-and-middle-income-countries (LMICs) introduces a new nutrition dilemma, known as double burden of malnutrition (DBM). Amidst of such paradox, the hike of caesarean section (CS) delivery is also triggering child undernutrition and maternal obesity. A gap of knowledge regarding the effect of mode of delivery on DBM still persists. The study aims to explore the association between DBM at household level and mode of delivery over time in LMICs.MethodThe study used data from recent four consecutive waves of Bangladesh Demographic and Health Survey (BDHS) ranging from BDHS 2007 to BDHS 2017. It considered the mother–child pairs from data where mothers were non-pregnant women aged 15–49 years having children born in last 3 years preceding the survey. Bivariate analysis and Logistic Regression were performed to explore the unadjusted and adjusted effect of covariates on DBM. An interaction term of mode of delivery and survey year was considered in regression model.ResultsThe study evinces a sharp increase of DBM rate in Bangladesh from 2007 to 2017 (2.4% vs. 6.4%). The prevalence of DBM in household level among the children delivered by CS is more than two times of those born by normal delivery (8.2% vs. 3.5%). The multivariate analysis also indicates that the children born by CS delivery are more likely to be affected by DBM at household level significantly than those born by normal delivery in each waves. Moreover, the odds ratio (OR) of DBM at household is increased by 43% for one unit change in time for normal delivery whereas CS delivery births have 12% higher odds of DBM at household level with one unit change in time.ConclusionThe study discloses a drastic increase of rate of DBM among mother–child pairs over the time. It stipulates inflated risk of DBM at household with time for both mode of delivery but the children with CS delivery are at more risk to the vulnerability of DBM at household level. The study recommends a provision of special care to the mothers with CS delivery to reduce DBM at household.

The prevalence of having ever tested for HIV in the Philippines is very low and is far from the 90% target of the Philippine Department of Health (DOH) and UNAIDS, thus the need to identify the factors associated with ever testing for HIV among Filipino women. We analysed the 2013 Philippine National Demographic and Health Survey (NDHS). The NDHS is a nationally representative survey which utilized a two-stage stratified design to sample Filipino women aged 15-49. We considered the following exposures in our study: socio-demographic characteristics of respondent and her partner (i.e., age of respondent, age of partner, wealth index, etc.), sexual practices and contraception (i.e., age at first intercourse, condom use, etc.), media access, tobacco use, HIV knowledge, tolerance to domestic violence, and women's empowerment. The outcome variable is HIV testing. We used logistic regression for survey data to study the said associations. Out of 16,155 respondents, only 372 (2.4%) have ever tested for HIV. After adjusting for confounders, having tertiary education (adjusted odds ratio (aOR) = 2.15; 95% Confidence Interval (CI): 1.15-4.04), living with partner (aOR = 1.72; 95% CI: 1.19-2.48), tobacco use (aOR = 1.87; 95% CI: 1.13-3.11); belonging to the middle class (aOR = 2.72; 95% CI: 1.30-5.67), richer (aOR = 3.00; 95% CI: 1.37-5.68), and richest (aOR = 4.14; 95% CI: 1.80-5.91) populations, having weekly television access (aOR = 1.75; 95% CI: 1.04-2.94) or internet access (aOR = 2.01; 95% CI: 1.35-3.00), living in a rural area (aOR = 1.87; 95% CI: 1.34-2.61); and being a Muslim (aOR = 2.30; 95% CI: 1.15-4.57) were associated with ever testing for HIV. The low percentage of respondents who test for HIV is a call to further strengthen efforts to promote HIV testing among Filipino women. Information on its determinants can be used to guide the crafting and implementation of interventions to promote HIV testing to meet DOH and UNAIDS targets.

Background:Women’s choice of place of delivery has implications on maternal and child mortality. This study aims to provide an updated and detailed comparison of prevalence and determinants of home delivery in the Philippines, and in urban and rural communities.Methods:Based on data from the 2017 Philippine National Demographic and Health Survey (NDHS), we estimated the prevalence of home delivery and determined factors influencing women’s decision to deliver at home. Analyses were restricted to data from 7229 women who were cohabiting or married, and their last-born child using logistic regression methods for survey data.Results:There remain a considerable proportion of women aged 15–49 years old who delivered at home (17.92% (95% confidence interval (CI): 15.77, 20.30)). More women in rural areas delivered at home (23.53% (95% CI: 20.38, 26.99)) than their counterparts in urban areas (10.72% (95% CI: 8.23, 13.85)), reflecting a significant difference in the home delivery prevalence of women relative to their place of residence. Our regression analyses showed that there is a relatively greater effect observed for the rural population in most of the proximal factors considered including birth order, women’s decision-making power, and emergency preparedness during pregnancy. Wealth index has the most pronounced effect with a significant increase in odds of home delivery among urban and rural women of the lowest wealth categories.Conclusion:The use of institutional childbirth services remains suboptimal in the Philippines with significant disparities between urban and rural communities. Current strategies therefore need to adopt a multi-sectoral approach to address the complex factors influencing women’s decision on place of delivery. Targeted efforts specific to population groups should also be made to contextualize and co-create health care services and solutions that will motivate them to deliver in health facilities.

BackgroundThe prevalence of having ever tested for HIV in the Philippines is very low and is far from the 90% target of the Philippine Department of Health (DOH) and UNAIDS, thus the need to identify the factors associated with ever testing for HIV among Filipino women.MethodsWe analysed the 2013 Philippine National Demographic and Health Survey (NDHS). The NDHS is a nationally representative survey which utilized a two-stage stratified design to sample Filipino women aged 15–49. We considered the following exposures in our study: socio-demographic characteristics of respondent and her partner (i.e., age of respondent, age of partner, wealth index, etc.), sexual practices and contraception (i.e., age at first intercourse, condom use, etc.), media access, tobacco use, HIV knowledge, tolerance to domestic violence, and women’s empowerment. The outcome variable is HIV testing. We used logistic regression for survey data to study the said associations.ResultsOut of 16,155 respondents, only 372 (2.4%) have ever tested for HIV. After adjusting for confounders, having tertiary education (adjusted odds ratio (aOR) = 2.15; 95% Confidence Interval (CI): 1.15–4.04), living with partner (aOR = 1.72; 95% CI: 1.19–2.48), tobacco use (aOR = 1.87; 95% CI: 1.13–3.11); belonging to the middle class (aOR = 2.72; 95% CI: 1.30–5.67), richer (aOR = 3.00; 95% CI: 1.37–5.68), and richest (aOR = 4.14; 95% CI: 1.80–5.91) populations, having weekly television access (aOR = 1.75; 95% CI: 1.04–2.94) or internet access (aOR = 2.01; 95% CI: 1.35–3.00), living in a rural area (aOR = 1.87; 95% CI: 1.34–2.61); and being a Muslim (aOR = 2.30; 95% CI: 1.15–4.57) were associated with ever testing for HIV.ConclusionsThe low percentage of respondents who test for HIV is a call to further strengthen efforts to promote HIV testing among Filipino women. Information on its determinants can be used to guide the crafting and implementation of interventions to promote HIV testing to meet DOH and UNAIDS targets.

A growing trend in the caesarian section (CS) for delivery is a threat to child health as well as maternal health. This study was conducted to identify the potential socioeconomic and demographic factors associated with CS delivery in Bangladesh. Data obtained from the Bangladesh Demographic and Health Survey (BDHS) 2014 has been used for this study. The prevalence of CS delivery among Bangladeshi mothers was 24% (Urban: 36.9%, Rural: 17.9%). A two-level logistic regression showed that mothers having delivery in the private sector or private hospital (adjusted odds ratio [AOR] = 38.70, 95% confidence interval [CI] = 29.58 to 50.62), mother’s age 25–35 years (AOR = 1.73, 95% CI = 1.26 to 2.37), wealth index average (AOR = 1.61, 95% CI = 1.15 to 2.27) and rich (AOR = 1.80, 95% CI = 1.29 to 2.51), antenatal visit 1–2 (AOR = 2.31, 95% CI = 1.47 to 3.64) and ≥ 3 (AOR = 3.68, 95% CI = 2.35 to 5.76), overweight mothers (AOR = 1.44, 95% CI = 1.09 to 1.90), multiple births (AOR = 3.87, 95% CI = 1.15 to 12.58), husband’s occupation professional/technical/managerial (AOR = 1.68, 95% CI = 1.15 to 2.47) were significantly more prone to CS delivery. Also, place of residence, number of family members, birth order, child’s size during birth, and divisions of Bangladesh, were potentially associated with CS delivery. The current epidemiological findings and evidence suggest adopting and implementing some urgent clinical practices and strict guidelines in the healthcare system to avoid unnecessary CS delivery in Bangladesh.

Background: Cesarean section (CS) is an important indicator of accessibility to emergency obstetric care. In Nepal there is a high rate of early marriage leading to increase in teen age pregnancy however, the factors associated with CS among early child bearing women remains unreported. Hence, the objective of this study is to examine the factors associated with CS among early child bearing women. Methods: We used the 2016 National Demographic and Health Survey (NDHS) data obtained from DHS department of USAID for this study. Bivariable analysis was done using chi square test. We used logistic regression model to identify the factors associated with CS among early child bearing women. Results: Out of 4006 women of reproductive age group from 1996 to 2016, more than 50% had early pregnancy. The population-based cesarean section (CS) rate was about 10% [95% confidence interval: (8.9-11.6)]. Our logistic regression model showed that women with early child bearing had 32% (p-value <0.05, 95% confidence interval: 0.50- 0.94) less chance of having CS than women of age group 19-29 years. It was also evident that poorest women of same age group had 66% less likelihood of having CS than the richest (p-value: <0.05, 95% confidence interval: 0.29-0.99). Similarly, women from province-1, province-3 and province-4, having complete four antenatal check-ups and delivering in a private institution were associated with CS among early child bearers. Conclusion: The odds of having CS decreased by 66% among women with early pregnancy than their counterparts after adjusting for all other covariates. This suggests that the early pregnancy might not be the risk factor for having a CS. However, we also found that this relationship might have been confounded by the interaction between wealth index and age groups as there was a huge disparity in CS rate among poorest and wealthiest women who had early child bearing. Thus, Nepal government should focus more on providing adequate accessibility to CS services throughout the population so that every woman could utilize the services in need.

Cesarean Section (CS) delivery is another mode of parturition other than the vaginal delivery. In some cases (pregnancy complications and so on), it may be necessary to use CS delivery rather than natural birth delivery. Yet, not all CS deliveries are required. Unwarranted CS delivery may lead both the mother and the baby to some serious health issues. The worldwide rise in CS rates has led to concerns over possible overuse. The chi-square test, crosstab analysis, gamma coefficient analysis, and Cramer’s V were employed to identify the most significant socio-demographic effect on the CS delivery rate. This research suggests that other than residence, four factors household income, previous CS delivery, number of antenatal care visits, and watching TV during pregnancy have a stronger associate with CS rate, but the remaining five, smoking during pregnancy, listening to radio during pregnancy, mother’s education, and terminated pregnancy had no any associate to CS rate. Additionally, these results will enable the authority to understand the causes of the rising trend of CS delivery and to take measures to limit CS delivery. It will also shed light on some of the common myths concerning why CS is performed.

Background: Both cesarean-section (CS) delivery (CD) and vaginal delivery (VD) is associated with well-known measurable short- and long-term maternal and neonatal complications and benefits. Objective: The present retrospective observational study was conducted on a preliminary basis to evaluate the contributing factors that provoke CS delivery. Materials and Methods: The short-term (6 months) retrospective study was conducted at the Department of Obstetrics and Gynaecology, Pt. Deen Dayal Upadhyay and Northern Railway divisional hospital Moradabad, Uttar Pradesh, India. The sample size was calculated accordingly with a relative precision of 10.2% of prevalence and was found to be 140 and we have taken the sample size of 345. Results: The prevalence of CD for a particular course of duration was found to be 36.23%. The risk of CD increased (P < 0.001) with increased BMI. However, differential limits of normal BMI signify that lower limit of normal BMI possessed high % of CS. As the education profile was getting high the possibility of CS was found to be increased (P < 0.001). Women with negative Rh factor the probability of CS in terms of percentage was found to be 87.5%. There was a proportionate possibility of CS with an increased gap between parities. The % mortality of new-born by CD and VD was 14.28% and 85.71%, respectively, which signifies that CS prevents infant mortality. There was 99.2% possibility of undergoing CS if a woman possessing medical complications. Conclusion: The present study acknowledged that CD ensures feto-maternal safety. However, the study also highlighted some probable indications that might engender CD.

The global rise in caesarean section (CS) delivery has raised significant public health concerns, particularly regarding drivers and potential health implications. Although the World Health Organization (WHO) recommends CS rates between 5% and 15%, global averages exceed this range, with regional disparities and medically unjustified procedures contributing to the increase. In Ghana, similar trends are emerging amid infrastructural and referral system limitations, yet limited studies have used nationally representative data to track changes over time. This study used data from the 2003, 2008, 2014, and 2022 Ghana Demographic and Health Surveys (GDHS) to examine trends and determinants of CS among women aged 15–49 years who had a live birth in the five years preceding the survey. Weighted descriptive statistics and multilevel logistic regression were employed to estimate adjusted odds ratios (OR) and 95% confidence intervals (CI) for predictors, accounting for the complex survey design. Key variables included survey year, antenatal care (ANC) attendance, maternal education, household wealth, birth size, multiple births, maternal age, and birth order. CS prevalence rose from 4.4% in 2003 to 20.1% in 2022 (p < 0.001). Clinical predictors included multiple births (OR≈5.0), first-order births and larger perceived birth size. Non-clinical factors also strongly influenced CS use: higher education, maternal age ≥ 30 years richest wealth quintile (OR≈3.5), frequent antenatal care attendance, and urban residence increased odds, while rural residence reduced odds. Temporal effects remained strong even after adjustment, underscoring a systemic rise in CS. CS delivery in Ghana has risen sharply over two decades, driven by both clinical and non-clinical factors, including socioeconomic status, education, and healthcare access. Policy interventions should focus on monitoring CS indications, ensuring equitable access, and safeguarding against medically unnecessary procedures.

Childhood and adolescent obesity are major, preventable public health concerns. Studies to date are inconclusive regarding an association between caesarean section (CS) delivery and offspring obesity, with fewer studies conducted in late adolescence. This study examined the association between CS delivery, with a specific focus on planned CS, and induction of labour and adolescent body mass index (BMI) and body fat percentage (BF%) at age 17 years. Data on 8,880 mother-child pairs from the United Kingdom Millennium Cohort Study were analysed. The exposures were mode of delivery (normal vaginal delivery (VD) (reference), assisted VD, planned CS and emergency CS) and mode of delivery by induction of labour status. Crude and adjusted binary logistic regression and linear regression models were fitted examining BMI and BF% at age 17 years respectively, adjusting for several potential confounders. Adolescents born by CS did not have an elevated BMI or BF% compared to those born by normal VD. The fully adjusted results for overweight and obesity in children born by planned CS, compared to VD, were 1.05 (95% CI: 0.86-1.28) and 0.94 (95% CI: 0.72-1.23), respectively. The results were similar for the associations between CS and BF%, and between induction of labour and BMI. Overall, this large longitudinal study did not support an association between CS or induction of labour and overweight, obesity or BF%. It is possible that previously reported associations are due to residual or unmeasured confounding and/or underlying indications for CS delivery.