Multilevel modelling of factors associated with caesarean section in Ethiopia: community based cross sectional study

Spatial distribution and associated factors of cesarean section in Ethiopia using mini EDHS 2019 data: a community based cross-sectional study

Maternal health is a major public health tricky globally. Cesarean section delivery reduces morbidity and mortality when certain complications occur throughout pregnancy and labor. Cesarean section subjected to the availability and use of essential obstetric services in regional factors in Ethiopia. There was a scarcity of studies that assess the spatial distribution and associated factors of cesarean section. Consequently, this study aimed to assess the spatial variation of cesarean section and associated factors using mini EDHS 2019 national representative data. A community based cross-sectional study was conducted in Ethiopia from March to June 2019. A two-stage stratified sampling design was used to select participants. A Global Moran's I and Getis-Ord Gi* statistic hotspot analysis was used to assess the spatial distribution. Kuldorff's SaTScan was employed to determine the purely statistically significant spatial clusters. A multilevel binary logistic regression model fitted to identify factors. A total of 5753 mothers were included. More than one-fourth of mothers delivered through cesarean section at private health institutions and 54.74% were not educated. The proportion of cesarean section clustered geographically in Ethiopia and hotspot areas were observed in Addis Ababa, Oromia, Tigray, Derie Dewa, Amhara, and SNNR regions. Mothers' age (AOR = 1.07, 95% CI 1.02-1.12), mother's had secondary education (AOR = 2.113, 95% CI 1.414, 3.157), mother's higher education (2.646, 95% CI 1.724, 4.063), Muslim religion followers (AOR = 0.632, 95% CI 0.469, 0.852), poorer (AOR = 1.719, 95% CI 1.057, 2.795), middle wealth index (AOR = 1.769, 95% CI 1.073, 2.918), richer (AOR = 2.041, 95% CI 1.246, 3.344), richest (AOR = 3.510, 95% CI 2.197, 5.607), parity (AOR = 0.825, 95% CI 0.739, 0.921), and multiple pregnancies (AOR = 4.032, 95% CI 2.418, 6.723) were significant factors. Therefore, geographically targeted interventions are essential to reduce maternal and infant mortality with WHO recommendations for those Muslim, poorest and not educated mothers.

Prevalence and associated factors of caesarean section among mothers who gave birth across Eastern Africa countries: Systematic review and meta-analysis study

Background

Caesarean section (CS) rate increased dramatically worldwide, exceeding the World Health Organization's benchmark (10-15 %) in many countries. This rate varies in different regions of the continent. Using various study designs, researchers from across East African countries investigated the prevalence of caesarean section and the factor associated with it but no study shows a pooled prevalence of caesarean section in the Eastern African region. Therefore, this review aimed to systematically summarize and estimate the pooled prevalence of caesarean section and its associated factors in Eastern Africa, 2023.

Methods

PubMed, Web of Science, EMBASE, Scopus and CINAHL were rigorously searched to find relevant studies. All identified observational studies reporting the prevalence of CS and its associated factors in East Africa published till August 2023 were considered. Heterogeneity across the studies was evaluated using the I2 test. Publication bias was assessed by funnel plot and Egger's regression test. Finally, a random effect meta-analysis model was computed to estimate the pooled prevalence of CS and qualitative analysis was employed for associated factors. The study protocol was registered in PROSPERO.

Results

This review was assessed using twenty-six eligible studies from a total of 2223 articles with a total of 600,431 participants. In this meta-analysis, the pooled prevalence of caesarean section in Eastern Africa was 24.0 % (95%CI: 22-27 %). The highest pooled prevalence of caesarean section was in Ethiopia, 28.30 % (95%CI; 21.3-35.2 %), and the lowest was seen in Uganda, 11.9 % (95%CI; 7.9-15.9 %). Urban residency, having high level of wealth asset, education level college and above, advanced maternal age, big birth weight, history of previous caesarean section, private institution delivery, multiple pregnancies, pregnancy-induced hypertension, antepartum haemorrhage and fetal malpresentation were linked with a greater likelihood of having CS.

Conclusions

and recommendation: The overall pooled prevalence of CS in Eastern Africa was high compared to the WHO proposed recommended range. Therefore, the finding implies that each East African countries Ministry of Health and health care professionals shall be given particular emphasis made on strengthening antenatal care services and ensure more women have access to skilled healthcare professionals during childbirth. This can help in providing appropriate interventions, support to women and reducing the need for emergency and unnecessary CSs. The result of this research are a baseline data for future researchers to conduct further studies to better understand the reasons behind the high rates and identify potential interventions and solutions specific to the African context.PROSPERO protocol number: CRD42023440131.

Socioeconomic, demographic, and cultural determinants of delivery by caesarian section in Ethiopia: Evidence from Ethiopia Mini Demographic and Health Survey 2019

Delivery by cesarean section is a surgical procedure of delivery to a newborn baby, and the process is applied when vaginal delivery is unsafe. This study aims to identify the socioeconomic, demographic, and cultural factors that significantly impact the delivery by caesarean section. The 2019 Ethiopia Mini Demographic and Health Survey (2019 EMDHS) data were used to conduct this research, and this study considered 2872 ever-married women all over the country who delivered in the clinical setting. Firstly, a frequency distribution table has been constructed to understand the characteristics of the selected explanatory and study variables. Then Chi-square test identifies the association between various socioeconomic and demographic factors and delivery by the caesarian section. Finally, the Binary Logistic Regression was used to determine the factors that substantially impact the caesarian section among women in Ethiopia. The Chi-square test of association showed that mother's age, type of residence, highest education level, religion, socioeconomic status, total children ever born, use of contraception, age of mothers at first birth, and preceding birth interval were significantly associated with the caesarian section. The multivariate binary logistic regression analysis revealed that the mother's current age (Age Group: 31-40; Odds Ratio: 2.487, p<0.05) and religion (Muslim; Odds Ratio: 0.599, p<0.05) substantially influenced the study feature. Moreover, the highest educational level (Secondary and higher; Odds Ratio: 1.581, p<0.05), and the preceding birth interval (>40 months; Odds Ratio: 0.682, p<0.05) were also found to have considerable impacts on the caesarian section. Furthermore, the total number of children ever born (>5; Odds Ratio: 0.498, p<0.05) significantly impacts the delivery by caesarean section in Ethiopia. This study's results would be useful to policymakers to take necessary steps to reduce unnecessary delivery by caesarian section and ensure a safer newborn delivery process.

Individual and community-level factors associated with caesarean section in Haiti: secondary analysis of data from the 2016-2017 Haitian Demographic and Health Survey

INTRODUCTION

For several decades, the rate of caesarean section (CS) has been increasing in the world. In some countries, the CS rate is below the WHO recommended range (10-15%), while in other countries, it is significantly higher. The aim of this paper was to identify individual and community-level factors associated with CS in Haiti.

METHODS

Secondary data analysis was conducted on nationally representative cross-sectional survey data from the 2016-2017 Haitian Demographic and Health Survey (HDHS). The analysis was restricted to 6303 children born in 5 years prior the survey (of the interviewed women). The study population' characteristics, and the prevalence of CS were analysed using descriptive analysis (univariate/bivariate). In addition, multilevel binary logistic regression analysis was performed to identify factors associated with CS. Both descriptive and multivariate analysis were conducted using STATA 16.0 software (Stata Corp, Tex, USA). Statistical significance was declared at p < 0.05.

RESULTS

The overall prevalence of CS delivery was estimated at 5.4% (95% CI 4.8-6.0) in Haiti. Results also revealed that mothers aged 35 and above (aOR = 1.38; 95% CI 1.00-1.96); who attended secondary (aOR = 1.95; 95% CI 1.39-2.76) and higher education level (aOR = 3.25; 95% CI 1.92-5.49); who were covered by health insurance (aOR = 2.57; 95% CI 1.57-4.19); with less than 3 children (aOR = 4.13; 95% CI 2.18-7.85) or 3-4 children (aOR = 2.07; 95% CI 1.09-3.94); who received 9 or more antenatal visits (aOR = 2.21; 95% CI 1.40-3.50) were significantly more likely to deliver by CS. Children in communities with high preponderance of private health facilities had greater odds to be delivered through CS (aOR = 1.90; 95% CI 1.25-2.85). Furthermore, children with an average birth weight (aOR = 0.66; 95% CI 0.48-0.91) were less likely to be delivered through CS than their counterparts with high birth weight.

CONCLUSIONS

While the CS prevalence was low in Haiti, it masks significant geographic, social and economic disparities. To better develop and implement maternal and child health programs that address CS deliveries, the government authorities and NGOs operating in the field of women's health in Haiti should take these disparities into account.

Caesarean childbirth and associated factors during Covid-19 pandemic at public hospitals in the Sidama region, Southern Ethiopia

Background

The increasing number of caesarean births worldwide concerns pregnant women, obstetric service providers, and the country's economy. Unnecessary caesarean childbirth increases childbirth complications and the cost of health care in low-income countries, including Ethiopia.

Objective

This study aims to assess caesarean birth and associated factors at the Sidama region public hospitals, Southern Ethiopia, 2020.

Methods

An institution-based cross-sectional study was conducted among 484 women who gave birth at public hospitals in the Sidama region. A multi-stage sampling technique was employed. The data were collected from 1st to 30th of July 2020 by face-to-face interviews using a semi-structured questionnaire (see Table S1: see supplementary materials associated with this article on line), and the wealth index was analysed by principal component analysis. Backward logistic regression used an adjusted odds ratio and a 95% confidence interval to assess the strength and association between the caesarean section and its associated factors. A P-value of < 0.05 was used to declare statistical significance.

Result

Caesarean childbirth in this study was 34.3%. In this study, partograph monitoring (AOR = 2.23, CI = 1.13, 4.38), previous caesarean birth (AOR = 3.21, CI = 1.28,8.17), having genital cutting/mutilation (AOR = 2.51, CI = 1.14,5.53), intermittent cardiotocography monitoring during childbirth (AOR = 2.3, CI = 1.14, 4.49), absence of companionship during delivery (AOR = 4.97, CI = 2.37, 10.43) and is not remembering the last normal menstrual period (AOR = 3.12, CI = 1.40,6.94) had increased the odds of caesarean birth.

Conclusion

Studies show that the prevalence of caesarean has alarmingly increased in both developed and developing countries. However, the magnitude of caesarean section differs from country to country and in rural and urban areas; the magnitude of caesarean section in this study is much higher than the WHO recommends threshold. The local health bureau and obstetric care providers should pay attention to the caesarean section and need intervention in partograph plotting, companionship, cardiotocography, and female genital mutilation.

Prevalence and associated factors of caesarian section in Ethiopia: a multilevel analysis of the 2019 Ethiopia Mini Demographic Health Survey

BACKGROUND

Caesarian section is a vital emergency obstetric intervention for saving the lives of mothers and newborns. However, factors which are responsible for caesarian section (CS) were not well established in the country level data. Therefore, this study aimed to assess the prevalence and associated factors of caesarian section in Ethiopia.

METHODS

Data from the Ethiopian Mini Demographic and Health survey 2019 were used to identify factors associated with the caesarian section in Ethiopia. We applied multi-level logistic regression and a p-value of <0.25 to include variables before modeling and a p-value<0.05 with 95% confidence interval (CI) for final results.

RESULT

The prevalence of caesarian section in Ethiopia was 5.44% (95% CI; 0.048-0.06) in2019. Women in age group of 30-39 and 40-49 years had a higher odd of caesarian section (AOR = 2.14, 95%CI = 1.55-2.94) and (AOR = 2, 95%CI = 1.20-3.97) respectively compared to women in age group of 15-29 years. Women with secondary and higher educational level had higher odds of caesarian section (AOR = 2.15, 95%CI = 1.38-3.34) and (AOR = 2.8, 95%CI = 1.73-4.53) compared to those in no education category. Compared to Orthodox, Muslims and Protestant religions had lower odds of caesarian section with AOR of 0.50 (0.34-0.73) and 0.53 (0.34-0.85). Having <2 births was also associated with the low caesarian section 0.61(0.52-1.22). Using modern contraceptive methods, having ANC visits of 1-3, 4th, 5 plus, and urban residence were associated with higher odds of caesarian section as 1.4 (1.05-1.80]), 2.2 (1.51-3.12), 1.7 (1.12-2.46), and 2.4 (1.65-3.44) 1.6(1.04-2.57) respectively.

CONCLUSION

Although evidence indicates that the caesarian deliveries increased both in developed and underdeveloped countries, the current magnitude of this service was very low in Ethiopia which might indicate missing opportunities that might costing lives of mothers and newborns. Women's age, religion, educational status, parity, contraceptive method, and ANC visit were individual level factors influenced caesarian section. whereas, region and place of residence were community level factors affected caesarian section in the country. Depending on these factors, the country needs policy decisions for further national level interventions.

Prevalence and factors associated with caesarean section in a comprehensive specialized hospital of Ethiopia: A cross-sectional study; 2020

INTRODUCTION

Caesarean section is one of the lifesaving procedures of medical interventions attributed to the decrease of maternal and newborn mortality and morbidity rates. The World Health Organization (WHO) shows a cesarean rate between 5% and 15%. However, the prevalence of cesarean section is increasing globally as well as in Ethiopia. Different scholars argue that the prevalence and factors of the caesarian section vary in different countries and health institutions. The aim of this study was to assess the prevalence and factors associated with cesarean section in Debre Tabor Comprehensive Specialized Hospital.

METHOD

An institutional-based cross-sectional study was conducted on a total of 320 mothers who gave birth at Debre Tabor Comprehensive Specialized Hospital from July 01, 2020, to October 30, 2020. The samples were selected using the convenience sampling technique. The Data were collected using a structured checklist. Bivariable and multivariable logistic regressions were used to check the association. P-values less than 0.05 were considered statistically significant.

RESULTS

The overall prevalence of cesarean section was 39.1% in the current study. Mothers age 35-39 years, educational level college and above, employed, mothers with a monthly income of >6000, and mothers with a previous history of cesarean section were significantly associated with an increased risk of cesarean section.

CONCLUSION

The prevalence of cesarean section was high in Debre Tabor Comprehensive Specialized Hospital. Age of the mothers, educational status, occupation, monthly income, and previous history of cesarean section were significantly associated with an increased occurrence of cesarean section.

Caesarean section rates analysed using Robson's 10-Group Classification System: a cross-sectional study at a tertiary hospital in Ethiopia

OBJECTIVE

The aim of this study was to assess the caesarean section (CS) rates using Robson's 10-Group Classification System among women who gave birth at Hawassa University Referral Hospital in southern Ethiopia.

DESIGN

Cross-sectional study design to determine CS rate using Robson's 10-Group Classification System.

SETTING

Hawassa University Referral Hospital in south Ethiopia.

PARTICIPANTS

4004 women who gave birth in Hawassa University Referral Hospital from June 2018 to June 2019.

RESULTS

The 4004 women gave birth to 4165 babies. The overall CS rate was 32.8% (95% CI: 31.4%-34.3%). The major contributors to the overall CS rates were: Robson group 1 (nulliparous women with singleton pregnancy at term in spontaneous labour) 22.9%; group 5 (multiparous women with at least one previous CS) 21.4% and group 3 (multiparous women without previous CS, with singleton pregnancy in spontaneous labour) 17.3%. The most commonly reported indications for CS were 'fetal compromise' (35.3%) followed by previous CS (20.3%) and obstructed labour (10.7%).

CONCLUSION

A high proportion of women giving birth at this hospital were given a CS, and many of them were in a low-risk group. Few had trial of labour. More active use of partogram, improving fetal heartbeat-monitoring system, implementing midwife-led care, involving a companion during labour and auditing the appropriateness of CS indications may help to reduce the CS rate.