Multilevel analysis of continuation of maternal healthcare services utilization and its associated factors in Ethiopia: A cross-sectional study

The continuum of care for maternal health in Africa: A systematic review and meta-analysis

BACKGROUND

The continuum of care for maternal health (COCM) is a critical strategy for addressing preventable causes of maternal and perinatal mortality. Despite notable progress in reducing maternal and infant deaths globally, the problem persists, particularly in low-resource settings. Additionally, significant disparities in the provision of continuous care exist both between continents and within countries on the same continent. This study aimed to assess the pooled prevalence of completion across the maternity care continuum in Africa and investigate the associated factors.

METHODS

Relevant articles were accessed through the EMBASE, CINAHL, Cochrane Library, PubMed, HINARI, and Google Scholar databases. Funnel plots and Egger's test were employed to assess publication bias, while the I-squared test was used to evaluate study heterogeneity. The inclusion criteria were limited to observational studies conducted exclusively in Africa. The quality of these studies was assessed using the JBI checklist. Data extraction from the included studies was performed using Microsoft Excel and then analysed using Stata 16 software.

RESULTS

A total of 23 studies involving 74,880 mothers met the inclusion criteria. The overall prevalence of women who successfully completed the COCM was 20.9% [95% CI: 16.9-25.0]. Our analysis revealed several factors associated with this outcome, including urban residency [OR: 2.3; 95% CI: 1.6-3.2], the highest wealth index level [OR: 2.1; 95% CI: 1.4-3.0], primiparous status [OR: 1.3; 95% CI: 2.2-5.1], planned pregnancy [OR: 3.0; 95% CI: 2.3-3.7], and exposure to mass media [OR: 2.7; 95% CI: 1.9-3.8].

CONCLUSION

The study revealed that only 20.9% of women fully completed the COCM. It also identified several factors associated with completion of the COCM, such as residing in urban areas, possessing a higher wealth index, being a first-time mother, experiencing a planned pregnancy, and having access to mass media. Based on the study's findings, it is recommended that targeted interventions be implemented in rural areas, financial assistance be provided to women with lower wealth index levels, educational campaigns be conducted through mass media, early antenatal care be promoted, and family planning services be strengthened.

REVIEW REGISTRATION

PROSPERO International Prospective Register of Systematic Reviews (ID: CRD42020205736).

Multilevel and subnational analysis of the predictors of maternity continuum of care completion in Nigeria: a cross-sectional survey

Understanding population discrepancy in maternity continuum of care (CoC) completion, particularly in sub-Saharan Africa is significant for interventional plan to achieve optimal pregnancy outcome and child survival. This study thus investigated the magnitudes, distribution, and drivers of maternity CoC completion in Nigeria. A secondary analysis of 19,474 reproductive age (15-49 years) women with at least a birth (level 1) in 1400 communities (level 2) across 37 states covered in the 2018 cross-sectional survey. Stepwise regression initially identified important variables at 10% cutoff point. Multilevel analysis was performed to determine the likelihood and significance of individual and community factors. Intra-cluster correlation assessed the degree of clustering and deviance statistics identified the optimal model. Only 6.5% of the women completed the CoC. Completion rate is significantly different between communities "4.3% in urban and 2.2% in rural" (χ2 = 392.42, p < 0.001) and was higher in southern subnational than the north. Education (AOR = 1.61, 95% CI 1.20-2.16), wealth (AOR = 1.73, 95% CI 1.35-2.46), media exposure (AOR = 1.22, 95% CI 1.06-1.40), women deciding own health (AOR = 1.37, 95% CI 1.13-1.66), taking iron drug (AOR = 1.84, 95% CI 1.43-2.35) and at least 2 dose of tetanus-toxoid vaccine during pregnancy (AOR = 1.35, 95% CI 1.02-1.78) are associated individual factors. Rural residency (AOR = 1.84, 95% CI = 1.43-2.35), region (AOR = 1.84, 95% CI 1.43-2.35) and rural population proportion (AOR = 1.84, 95% CI 1.43-2.35) are community predictors of the CoC completion. About 63.2% of the total variation in CoC completion was explained by the community predictors. Magnitude of maternity CoC completion is generally low and below the recommended level in Nigeria. Completion rate in urban is twice rural and more likely in the southern than northern subnational. Women residence and region are harmful and beneficial community drivers respectively. Strengthening women health autonomy, sensitization, and education programs particularly in the rural north are essential to curtail the community disparity and optimize maternity CoC practice.

A multilevel analysis to determine the factors affecting WHO recommended quantity antenatal care utilizations of pregnant women in Bangladesh

Antenatal Care utilizations have become an essential phenomenon to all pregnant women as a means of disease preclusion during pregnancy and safe live birth. To lessen maternal death and disease, proper (minimum eight) antenatal care (ANC) contacts are necessary according to World Health Organization (WHO) new guideline. The aim of this study is to assess the factors affecting proper antenatal care utilization of pregnant Bangladeshi women. The study used data from the most recent Bangladesh Demographic and Health Survey 2017-18 for conducting a two-level binary logistic regression model. A weighted sample of 4866 women and 675 clusters were considered as individual and community level respectively. The results exhibited only 11.6% women took proper antenatal care during pregnancy. The study found 23.9% variability in utilizations of Antenatal care belongs to community-level factors. At individual-level, mother's occupation, body mass index, birth-order, pregnancy intention, education, delivery place, and media access and at community-level, rural communities (AOR = 0.70, 95% C.I = 0.542-0.920), and communities having media access (AOR = 1.38, 95% C.I = 0.979-1.96) had significant relationship with proper antenatal care utilizations of pregnant women. After testing random slopes of individual-level variables, only education of women covariate was found to be varied from community to community. This study suggests that uptake of proper antenatal care depend on both individual and community level covariates and there lies extensive variation among them. Future studies on wider aspect are therefore suggested to determine obstacles in making proper Antenatal care utilizations.

Individual- and community-level determinants of maternal health service utilization in southern Ethiopia: A multilevel analysis

BACKGROUND

Maternal health service utilization decreases maternal morbidity and mortality. However, the existing evidence is inadequate to design effective intervention strategies in Ethiopia.

OBJECTIVES

This study aimed to examine the utilization of maternal health service and identify its determinants among women of reproductive age in southern Ethiopia.

DESIGN

A community-based cross-sectional study was conducted from October 21 to November 11, 2022 on a sample of 1140 women selected randomly from the Northern Zone of the Sidama region.

METHODS

Data were collected using the Open Data Kit mobile application and exported to Stata version 15 for analysis. We used a multilevel mixed-effects modified Poisson regression with robust standard error to identify determinants of maternal health service utilization.

RESULTS

Utilization of antenatal care, health facility delivery, and postnatal care was 52.0% (95% confidence interval: 49.0%, 55.0%), 48.5% (95% confidence interval: 45.6%, 51.4%), and 26.0% (95% confidence interval: 23.0%, 29.0%), respectively. Antenatal care use was associated with receiving model family training (adjusted prevalence ratio: 1.19; 95% confidence interval: 1.06, 1.35), knowledge of antenatal care (adjusted prevalence ratio: 1.54; 95% confidence interval: 1.31, 1.81), perceived quality of antenatal care (adjusted prevalence ratio: 1.02; 95% confidence interval: 1.01, 1.03), and having birth preparedness plan (adjusted prevalence ratio: 1.13; 95% confidence interval: 1.02, 1.25). The identified determinants of health facility delivery use were middle wealth rank (adjusted prevalence ratio: 1.35; 95% confidence interval: 1.03, 1.77), perceived quality of health facility delivery (adjusted prevalence ratio: 1.02; 95% confidence interval: 1.01, 1.03), antenatal care (adjusted prevalence ratio: 1.76; 95% confidence interval: 1.36, 2.26), and high community-level women literacy (adjusted prevalence ratio: 1.55; 95% confidence interval: 1.10, 2.19). Postnatal care use was associated with facing health problems during postpartum period (adjusted prevalence ratio: 1.79; 95% confidence interval: 1.18, 2.72), urban residence (adjusted prevalence ratio: 3.52; 95% confidence interval: 2.15, 5.78), knowledge of postnatal care (adjusted prevalence ratio: 1.11; 95% confidence interval: 1.04, 1.19), and low community-level poverty (adjusted prevalence ratio: 0.43; 95% confidence interval: 0.25, 0.73).

CONCLUSION

Maternal health service use was low in the study area and was influenced by individual- and community-level determinants. Any intervention strategies must consider multi-sectorial collaboration to address determinants at different levels. The programs should focus on the provision of model family training, the needs of women who have a poor perception, and knowledge of maternal health service at the individual level.

Prevalence of harmful traditional practices during pregnancy and associated factors in Southwest Ethiopia: a community-based cross-sectional study

OBJECTIVE

To assess the prevalence of harmful traditional practices during pregnancy and associated factors in Southwest Ethiopia.

DESIGN

A community-based cross-sectional study.

SETTING

Southwest Ethiopia.

PARTICIPANTS

667 women who were pregnant at the time of the study or gave birth 2 years prior to the study have participated.

OUTCOME OF THE STUDY

Harmful traditional practices during pregnancy (yes/no). Harmful traditional practices during pregnancy include abdominal massage, herbal intake or food taboos done on/by pregnant women without health professionals' instruction.

RESULTS

The prevalence of harmful traditional practices in the study area was 37%, 95% CI (33.4% to 40.8%). The most commonly practised activities were abdominal massage (72.9%), intake of herbs (63.9%) and food taboos (48.6%). Monthly income (AOR=3.13, 95% CI (1.83 to 5.37), p<0.001), having had no history of child death (AOR=2.74, 95% CI (1.75 to 4.29), p<0.001), women with no formal education (AOR=4.81, 95% CI (2.50 to 9.23), p<0.001), women who had antenatal care (ANC) visits during their last pregnancy (AOR=0.24, 95% CI (0.10 to 0.59), p=0.002) and being multipara (AOR=0.47, 95% CI (0.27 to 0.80), p=0.003) were significantly associated with harmful traditional practices during pregnancy.

CONCLUSION

Our study showed that more than one-third of women in Southwest Ethiopia practised harmful traditional practices while they were pregnant. The practices were more common among primiparas, women who had lower educational and financial status, women with no ANC visits, and women with no history of child death. Health education should be given to the community about the complications of harmful traditional practices during pregnancy.

Levels and associated factors of the maternal healthcare continuum in Hadiya zone, Southern Ethiopia: A multilevel analysis

BACKGROUND

The continuity of care throughout pregnancy, birth, and after delivery is an effective strategy to avert maternal and newborn deaths. A low proportion of mothers have achieved the continuum of maternal care in Ethiopia. This study aimed to assess the rate and factors associated with the completion of a continuum of maternal healthcare services in Hadiya Zone, Southern Ethiopia.

METHODS

A community-based, cross-sectional study was conducted over two months (from September to October 2021) in 18 kebeles of the Hadiya zone, southern Ethiopia. Multistage cluster sampling was carried out to select the required study subjects, and data were collected using a structured, interviewer-administered questionnaire. A multilevel binary logistic regression model was used to examine the effects of individual and community-level factors on key elements of the care continuum. The measure of fixed effects was expressed as an odds ratio with a 95% confidence interval (CI).

RESULTS

In this study, only 11.3% of women completed all components of the care continuum, which included four or more antenatal visits, skilled birth attendance, and postnatal care. The factors that are significantly associated with the completion of maternal care include higher maternal education [AOR = 4.1; 95%CI: 1.3-12.6], urban residence [AOR = 1.8; 95%CI: 1.1-3.0], time of first antenatal care follow-up [AOR = 2.7; 95% CI: 1.6-4.6], knowledgeability regarding postnatal danger signs [AOR = 1.9, 95% CI: 1.1-3.3], being in the highest wealth quintile [AOR = 2.8; 95%CI: 1.2-6.6] and primipara [AOR = 3.6; 95%CI: 1.4-9.4].

CONCLUSION

The rate of continuum of maternal healthcare services utilization was low in the study area. The findings indicated that higher maternal education, urban residence, time of first antenatal care follow-up, knowledgeability regarding postnatal danger signs, being in the highest wealth quintile and primipara were the factors associated with the completion of the continuum of maternal care. As a result of this study's findings, program planners and ministry of health and non-governmental organizations working on maternal health should prioritize continued and strengthened health education in order to increase the completion level of the continuum of maternal healthcare services.