Measurement approaches in continuum of care for maternal health: a critical interpretive synthesis of evidence from LMICs and its implications for the South African context

State of the maternal healthcare continuum in Guinea, awaiting the next Demographic and Health Survey: the case of the five communes of Conakry in 2022

Background

The continuum of maternal health care ensures consistency in the delivery of care from pregnancy to the postnatal period. It recommends a minimum of 4 antenatal visits, skilled birth attendance, and 42 days of postnatal care. This approach helps reduce maternal deaths. The aim of this study was to estimate the proportion of women who had completed the different stages of the continuum of maternal health care (four antenatal visits, given birth under the care of qualified personnel, and received postnatal care within 42 days of delivery).

Methods

This was a cross-sectional analytical study conducted in the five communes of Conakry, using a two-stage cluster sampling for data collection. Results were described using medians and percentages. The proportions of women in the continuum of care, and at the different stages of this continuum, have been weighted. Multivariate logistic regression was used to identify the factors associated with non-completion of the different stages of the maternal health care continuum among the women included in this study.

Results

We found that 26.9% of women had completed all stages of the maternal health care continuum, while 73.1% had not. While 56.7% received four antenatal visits, only 29.5% delivered under the care of a qualified healthcare professional. Key factors associated with discontinuity were not attending school (AOR 1.825: 1.594-2.089), unemployment (AOR 4.588: 3.983-5.285), having two or more living children (AOR 1.890: 1.016-1.296), and not receiving a free Long-Lasting Insecticidal Net at the first Antenatal Care.

Conclusion

Maternal care discontinuity is a major issue in Guinea. The country's Health Development Plan had set an expected level for maternal care which has not been met as of 2022. The completeness of care is influenced by various factors, including individual socio-demographic characteristics and factors related to the organization, availability, and quality of health services. To reduce maternal and child mortality rates, it is essential to improve interpersonal communication during antenatal care, ensure the availability of quality health services, and conduct a national study on maternal health service quality and maternal satisfaction. This will help establish a proper continuum of care for mothers and children.

Facilitators and barriers of implementation of routine postnatal care guidelines for women: A systematic scoping review using critical interpretive synthesis

Background

Postnatal care (PNC) has the potential to prevent a substantial burden of maternal and newborn morbidity and mortality. This scoping review aimed to identify and synthesise themes related to facilitators and barriers of implementation of guidelines on routine PNC for women (postpartum care) in all settings.

Methods

This is a scoping review guided by the standard principles of Arksey & O'Malley's framework. We used the critical interpretive synthesis method to synthesise the whole body of evidence. We searched four databases (Medline, Embase, Global Health, CINAHL Plus) using a combination of search terms comprising four key concepts: postnatal care, routine care, guidelines and implementation. No restrictions on country or language of publication were applied. We excluded studies not presenting findings about PNC for women. We thematically charted the themes of studies included based on title and abstract screening. All studies included after full text screening were described and their results synthesised using the socio-ecological model framework. We did not conduct a risk of bias analysis or quality assessment of included studies.

Results

We identified a total of 8692 unique records and included 43 studies which identified facilitators and barriers to implementing routine guidelines in provision of PNC to women. Three quarters of studies pertained to PNC provision in high-income countries. Specific facilitators and barriers were identified and thematically presented based on whether they affect the provision of PNC or the intersection between provision of PNC and its use by women and families. We applied a critical global health lens to synthesise three constructs in the literature: finding a balance between standardisation and individualisation of PNC, the fragmented PNC provision landscape complicating the experiences of women with intersecting vulnerabilities, and the heavy reliance on the short postpartum period as an opportunity to educate and retain women and newborns in the health system.

Conclusions

This interpretive synthesis of evidence shows that the fragmented and narrow nature of PNC provision presents specific challenges to developing, adapting and implementing routine PNC guidelines. This results in a lack of linkages to social support and services, fails to address intersecting vulnerabilities and inequities among women, and negatively influences care seeking. There is a lack of evidence on how processes of individualising PNC provision can be applied in practice to support health workers in providing woman-centered PNC in various global settings.

Registration

https://www.protocols.io/private/C99DA688881F11EBB4690A58A9FEAC02.

Continuum of care for maternal, newborn, and child health in 17 sub-Saharan African countries

BACKGROUND

Given the intricate relationship between mothers and their children with the continuum of care, it is quintessential for their healthcare and interventions to be enhanced through a continuum of care approach. We examined the factors associated with the continuum of care for maternal, newborn, and child health in sub-Saharan Africa.

METHODS

Data for the study were pooled from the Demographic and Health Surveys of 17 countries in sub-Saharan Africa. We extracted the data from the women's files in all 17 countries. We included 15,359 married and cohabiting women with the most recent children aged 12-23 months at the time of the survey in the study. Multivariable multilevel logistic regression analysis was performed to examine the factors associated with continuum of care. Results were presented as adjusted odds ratios (aORs) with their 95% confidence interval.

RESULTS

Women whose partners had secondary or higher level of education [aOR = 1.52; 95%CI = 1.07, 2.16], those with health insurance [aOR = 1.64; 95%CI = 1.18, 2.30], those who decide alone on their healthcare [aOR = 1.38; 95%CI = 1.01, 1.89], those with joint healthcare decision [aOR = 1.33; 95%CI = 1.02, 1.74], those exposed to radio [aOR = 1.38; 95%CI = 1.06, 1.79], those who started antenatal care early [aOR = 1.88; 95%CI = 1.50, 2.36] and those in southern Africa [aOR = 7.02; 95%CI = 3.23, 15.27] had higher odds of completing the continuum of care.

CONCLUSION

We found that only 3.4% of women across the 17 sub-Saharan African countries included in this study completed all of the 11 maternal, newborn, and child health care interventions along the continuum of care. The factors that are associated with the maternal, newborn, and child health continuum of care include women's autonomy in decision-making, partners' level of education, health insurance coverage, early initiation of antenatal care, exposure to radio, and residing in Southern Africa. Problem with the distance to the facility lowered women's odds of completing the continuum of care. Governments and departments of health services across sub-Saharan African countries must leverage the radio to disseminate critical messages about the need to complete the continuum of care. Much commitment must be made toward advancing the autonomy of women. Health insurance coverage would have to be extended to reach all women to facilitate the completion of the continuum of care.

Continuum of maternal healthcare services utilization and its associated factors in Ethiopia: A systematic review and meta-analysis

The continuum of care throughout pregnancy, childbirth, and postnatal period is one of the vital strategies for improving maternal and neonatal health and preventing maternal and neonatal mortalities and morbidities. The level and determinants of the complete continuum of care for maternal health services reported by different studies were extremely varied in Ethiopia. Therefore, this meta-analysis aimed to estimate the overall prevalence of a complete continuum of maternal health care services utilization and its associated factors in Ethiopia. Databases such as PubMed/MEDLINE, Science Direct, DOJA, African journals online, Cochrane library, Google scholar, web of science, and Ethiopian universities’ institutional repository were used to search for relevant studies. A total of seven studies with 4854 study participants were involved in this study. Data were extracted by two reviewers and exported to STATA Version 11 for analysis. The I2 statistics and Egger’s test were used to assess heterogeneity and publication bias, respectively. The random-effects random effects model was used to estimate the level of complete continuum of care for maternal health services. The pooled prevalence of complete continuum of maternal healthcare services utilization was 25.51%. Employed mothers (OR = 3.16, 95%CI = 1.82, 5.47), first antenatal ante natal care visit before 16 weeks (OR = 7.53, 95% CI = 2.94, 19.29), birth preparedness and complication readiness plan (OR = 1.95, 95% CI = 1.12, 3.41), secondary and above educational status (OR = 2.97, 95% CI = 2.00, 4.41), planned pregnancy (OR = 6.86, 95% CI = 3.47, 13.58) and autonomy (OR = 3.73, 95% CI = 2.24–6.23) were significantly associated with continuum of maternal healthcare services utilization. In conclusion, the national level of complete continuum of maternal healthcare service utilization was low in Ethiopia. Being employed mothers, first ante natal care visit before 16 weeks, birth preparedness and complication readiness plan, secondary and above educational status, autonomy, and planned pregnancy were the major determinants of continuum of maternal healthcare services utilization.

Public health insurance and ethnic disparities in maternal health care: the case of vulnerable Mexican women over the last 25 years

This article examines the coverage in the continuum of antenatal-postnatal care for vulnerable women in Mexico according to indigenous status and assesses the influence of public health insurance strategies on the evolution of coverage over the last 25 years. We studied a total of 19 613 567 Mexican women, aged 12-54 years at last birth, based on a pooled cross-sectional analysis of data from the 1997, 2009, 2014 and 2018 waves of the National Survey of Demographic Dynamics. After describing sociodemographic characteristics and maternal-health coverage by indigenous status, we constructed a pooled fixed-effects and interaction multivariable regression model to assess the influence of the Seguro Popular programme on continuum of care. We estimated adjusted continuum of care coverage between 1994 and 2018 according to Seguro Popular affiliation and indigenous status. Prior to the Seguro Popular programme, crude coverage in the continuum of care for non-indigenous women stood at 14.5% [95% confidence interval (CI): 13.2-15.8%] or 11 percentage points higher than for indigenous women. During the last period of the programme, it rose to 46.5% [95% CI: 45.6-47.5%] and 34.1% [95% CI: 30.7-37.4%], respectively. Our regression analysis corroborated findings that, on average, indigenous women faced lower odds of benefiting from continuum of care [adjusted odds ratio (aOR) = 0.48, 95% CI: 0.40-0.57] than did their non-indigenous counterparts. It also revealed that coverage for indigenous women without Seguro Popular affiliation was 26.7% [95% CI: 23.3-30.1%] or 12 percentage points lower than for those with Seguro Popular affiliation (38.6%, 95% CI: 35.7-41.4%). Our regression results confirmed that the latter benefited from higher odds of continuum of care (aOR = 1.67, 95% CI: 1.36-2.26). Gaps between those of indigenous and non-indigenous status have persisted, but the Seguro Popular clearly contributed to reducing the coverage gaps between these two groups of women. Strategies yielding better outcomes are required to improve the structural conditions of indigenous populations.

Evidence on access to healthcare information by women of reproductive age in low- and middle-income countries: Scoping review

Background

A majority of women of reproductive age in low- and middle-income countries (LMICs) are not able to access healthcare information due to different factors. This scoping review aimed to map the literature on access to healthcare information by women of reproductive age in LMICs.

Methods

The literature search was conducted through the following databases: Google Scholar, Science Direct, PubMed, EBSCOhost (Academic search complete, CINAHL with full text, MEDLINE with full text, MEDLINE, and PsycINFO), Emerald, Embase, published and peer-reviewed journals, organizational projects, reference lists, and grey literature.

Results

A total of 377 457 articles were identified from all the databases searched. Of these, four articles met inclusion criteria after full article screening and were included for data extraction. The themes that emerged from our study are as follows: accessibility, financial accessibility/affordability, connectivity, and challenges. This study demonstrated that there are minimal interventions that enable women of reproductive age to access healthcare information in terms of accessibility, financial accessibility, and connectivity.

Conclusion

The findings of the study revealed poor access and utilization of healthcare information by women of reproductive age. We, therefore, recommend primary studies in other LMICs to determine the accessibility, financial accessibility, connectivity, and challenges faced by women of reproductive age in LMICs.

Development and testing of a composite index to monitor the continuum of maternal health service delivery at provincial and district level in South Africa

INTRODUCTION

The continuum of care is a recommended framework for comprehensive health service delivery for maternal health, and it integrates health system and social determinants of health. There is a current lack of knowledge on a measurement approach to monitor performance on the framework. In this study we aim to develop and test a composite index for assessing the maternal health continuum in a province in South Africa with the possibility of nationwide use.

MATERIALS AND METHODS

The composite index was computed as a geometric mean of four dimensions of adequacy of the continuum of care. Data was sourced from the district health information system, household surveys and the census. The index formula was tested for robustness when alternative inputs for indicators and standardization methods were used. The index was used to assess performance in service delivery in the North West province of South Africa, as well as its four districts over a five-year period (2013-2017). The index was validated by assessing associations with maternal health and other outcomes. And factor analysis was used to assess the statistical dimensions of the index.

RESULTS

The provincial level index score increased from 62.3 in 2013 to 74 in 2017, showing general improvement in service delivery over time. The district level scores also improved over time, and our analysis identified areas for performance improvement. These include social determinants of health in some districts, and access and linkages to care in others. The provincial index was correlated with institutional maternal mortality rates (rs = -0.90, 90% CI = (-1.00, -0.25)) and the Human Development Index (r = 0.97, 95% CI = (0.63, 0.99). It was robust to alternative approaches including z-score standardization of indicators. Factor analysis showed three groupings of indicators for the health system and social determinants of health.

CONCLUSIONS

This study demonstrated the development and testing of a composite index to monitor and assess service delivery on the continuum of care for maternal health. The index was shown to be robust and valid, and identified potential areas for service improvement. A contextualised version can be tested in other settings within and outside of South Africa.

Sequential impact of components of maternal and child health care services on the continuum of care in India

This paper examines the sequential impact of components of maternal and child health care on the continuum of care in India using data from the Indian National Family Health Surveys conducted in 2005–06 and 2015–16. Continuum of care (CoC) for maternal and child health is defined in this paper as the sequential uptake of three key maternal services (antenatal care, institutional delivery and postnatal care for the mother). Women who received all three services were classified as full CoC recipients. Characteristics odd ratios for achieving CoC were estimated by mother’s place of residence, household wealth status, mother’s education, birth order and child full vaccination. Odds ratios were computed to understand the relative impact of each preceding service utilization on the odds of subsequent service uptake. At national level, 30.5% and 55.5% of women achieved full CoC in 2005–06 and 2015–16, respectively, and the overall progress of CoC over the 10-year period was 25.5 percentage points, with significant variation across states and socioeconomic groups. Full CoC improved from 7.5% to 32.4% among the poorest women, whereas among the richest women it improved from 70.5% to 75.1%. Similarly, among uneducated women full CoC improved from 11.7% to 35.9% as against 75.1% to 80.5% among educated mothers over the same period. Furthermore, greater CoC was observed among parity one women. The conditionality between various components of CoC indicated that at national level the odds of having an institutional delivery with antenatal care were 9 times higher in the earlier period as against 4.5 times higher in the more recent period. Furthermore, women who had institutional deliveries complied more with mother’s postnatal care compared with women who did not have institutional deliveries. This again helps increase the likelihood of a child receiving full vaccination.

Assessing the continuum of care for maternal health in Mexico, 1994-2018

OBJECTIVE

To describe the temporal and geographical patterns of the continuum of maternal health care in Mexico, as well as the sociodemographic characteristics that affect the likelihood of receiving this care.

METHODS

We conducted a pooled cross-sectional analysis using the 1997, 2009, 2014 and 2018 waves of the National Survey of Demographic Dynamics, collating sociodemographic and obstetric characteristics of 93 745 women aged 12-54 years at last delivery. We defined eight variables along the antenatal-postnatal continuum, both independently and conditionally. We used a pooled fixed-effects multivariable logistic model to determine the likelihood of receiving the continuum of care for various properties. We also mapped the quintiles of adjusted state-level absolute change in continuum of care coverage during 1994-2018.

FINDINGS

We observed large absolute increases in the proportion of women receiving timely antenatal and postnatal care (from 48.9% to 88.2% and from 39.1% to 68.7%, respectively). In our conditional analysis, we found that the proportion of women receiving adequate antenatal care doubled over this period. We showed that having social security and a higher level of education is positively associated with receiving the continuum of care. We observed the largest relative increases in continuum of care coverage in Chiapas (181.5%) and Durango (160.6%), assigned human development index categories of low and medium, respectively.

CONCLUSION

Despite significant progress in coverage of the continuum of maternal health care, disparities remain. While ensuring progress towards achievement of the health-related sustainable development goal, government intervention must also target underserved populations.

Factors associated with the continuum of care for maternal, newborn and child health in The Gambia: a cross-sectional study using Demographic and Health Survey 2013

OBJECTIVES

To identify factors associated with the continuum of maternal, newborn and child health care in The Gambia.

DESIGN

A secondary statistical analysis using Demographic and Health Survey conducted in 2013.

SETTING

The Gambia.

PARTICIPANTS

1308 married women (or with a partner) whose most recent children were aged 12-23 months at the time of the survey.

OUTCOME MEASURES

The main outcome was continuum of care for maternal, newborn and child health. The modified composite coverage index was calculated to express the completion level of continuum of care.

RESULTS

The following factors were associated with the continuum of maternal, newborn and child health care: women's autonomy in decision-making of her own healthcare (β=0.063, p=0.015), having higher educated husbands (β=0.138, p<0.001), listening to the radio at least once a week (β=0.078, p=0.006), having a child with birth order less than 5 (β=0.069, p=0.037), initiating the first antenatal care within 16 weeks of pregnancy (β=0.170, p<0.001), having been informed of signs of pregnancy complications (β=0.057, p=0.029), living in rural areas (β=-0.107, p=0.006) and having higher burden due to distance to health facility (β=-0.100, p<0.001), with an explanatory power of 15.5% (R²=0.155).

CONCLUSIONS

Efforts on future policies and programmes should focus on the concept of continuum of care considering the associated factors. In particular, more attention should be given to providing country-wide family planning and education to women, men and community members in The Gambia.

Influence of China's 2009 healthcare reform on the utilisation of continuum of care for maternal health services: evidence from two cross-sectional household surveys in Shaanxi Province

Background

Continuum of care for maternal health services (CMHS) is a proven approach to improve health and safety for mothers and newborns. This study aims to explore the influence of China’s 2009 healthcare reform on improving the CMHS utilisation.

Methods

This population-based cross-sectional quantitative study included 2332 women drawn from the fourth and fifth National Health Service Surveys of Shaanxi Province, conducted in 2008 and 2013 respectively, before and after China’s 2009 healthcare reform. A generalised linear mixed model (GLMM) was applied to analyse the influence of this healthcare reform on utilisation of CMHS. Concentration curves, concentration indexes and its decomposition method were used to analyse the equity of changes in utilisation.

Results

This study showed post-reform CMHS utilisation was higher in both rural and urban women than the CMHS utilisation pre-reform (according to China’s policy defining CMHS). The rate of CMHS utilisation increased from 24.66 to 41.55% for urban women and from 18.31 to 50.49% for rural women (urban: χ² = 20.64, P < 0.001; rural: χ² = 131.38, P < 0.001). This finding is consistent when the WHO’s definition of CMHS is applied for rural women after reform (12.13% vs 19.26%; χ² = 10.99, P = 0.001); for urban women, CMHS utilisation increased from 15.70 to 20.56% (χ² = 2.57, P = 0.109). The GLMM showed that the rate of CMHS utilisation for urban women post-reform was five times higher than pre-reform rates (OR = 5.02, 95%CL: 1.90, 13.31); it was close to 15 times higher for rural women (OR = 14.70, 95%CL: 5.43, 39.76). The concentration index for urban women decreased from 0.130 pre-reform (95%CI: − 0.026, 0.411) to − 0.041 post-reform (95%CI: − 0.096, 0.007); it decreased from 0.104 (95%CI: − 0.012, 0.222) to 0.019 (95%CI: − 0.014, 0.060) for rural women. The horizontal inequity index for both groups of women also decreased (0.136 to − 0.047 urban and 0.111 to 0.019 for rural).

Conclusions

China’s 2009 healthcare reform has positively influenced utilisation rates and equity of CMHS’s utilisation among both urban and rural women in Shaanxi Province. Addressing economic and educational attainment gaps between the rich and the poor may be effective ways to improve the persistent health inequities for rural women.

Review of health and non-health sector indicators for monitoring service provision along the continuum of care for maternal health

Objective

This study uses health and non-health sector data sources to select and assess available indicators for service provision along the continuum of care for maternal health at subnational levels in South Africa. It applies the adequacy approach established in another study to assess the multi-dimensionality of available indicators. Using adequacy and the process of assessment in the study, the comprehensiveness of the continuum of care for improving maternal health outcomes can be assessed.

Results

We found 27 indicators of care utilization and access, linkages of care, and quality of care from the routine district health information system. The General Household Survey contained 11 indicators for the social determinants of health on the continuum of care framework. Indicator gaps include health promotion during and after pregnancy, maternal nutrition, empowerment and quality of care. At present, the available indicators measure about 74% of the interventions on the continuum of care framework. We make recommendations regarding improvements needed to better measure and monitor the continuum of care for maternal health. These involve actions within the health system and include integration of non-health system indicators.

Improving the validity, relevance and feasibility of the continuum of care framework for maternal health in South Africa: a thematic analysis of experts' perspectives

BACKGROUND

The continuum of care is a key strategy for ensuring comprehensive service delivery for maternal health, while acknowledging the role of the social determinants of health. However, there is little research on the operationalisation of the framework by decision-makers and implementers to address maternal health challenges. The framework should be measurable and feasible for implementation in low- and middle-income country contexts. In this study, we explore experts' perspective on monitoring indicators for continuum of care and key issues related to their use in the South African context.

METHODS

We conducted key informant interviews with a range of experts in decision-making and programme implementation roles in the health system and relevant sectors. Key informants provided their perspectives on systematically selected, nationally representative monitoring indicators in terms of validity, relevance and feasibility. We interviewed 13 key informants and conducted a thematic analysis of their responses using multi-stage coding techniques in Atlas.ti 8.4.

RESULTS

Experts believed that the continuum of care framework and monitoring indicators offer a multisectoral perspective for maternal health intervention missing in current programmes. To improve validity of monitoring indicators, experts suggested reflection on the use of proxy indicators and improvement of data to allow for equity analysis. In terms of relevance and feasibility, experts believe there was potential to foster co-accountability using continuum of care indicators. However, as experts stated, new indicators should be integrated that directly measure intersectoral collaboration for maternal health. In addition, experts recommended that the framework and indicators should evolve over time to reflect evolving policy priorities and public health challenges.

CONCLUSION

Experts, as decision-makers and implementers, helped identify key issues in the application of the continuum of care framework and its indicators. The use of local indicators can bring the continuum of care framework from an under-utilised strategy to a useful tool for action and decision-making in maternal health. Our findings point to measurement issues and systematic changes needed to improve comprehensive monitoring of maternal health interventions in South Africa. Our methods can be applied to other low- and middle-income countries using the continuum of care framework and locally available indicators.