Background
In September 2000, the United Nations signed the Millennium Development Goals (MDGs), which included the reduction of child mortality and improving maternal health by 2015 [
1]. The MDG investments led to the decrease of the maternal mortality ratio (MMR) and under-five deaths by more than half [
1]. Additionally, skilled birth assistance rose by 59% between 1990 and 2014, though only half of women received the recommended antenatal care services [
1]. To build on these gains, the international community pursued the 17 Sustainable Development Goals (SDGs). Specifically, the third SDG,
Ensure Healthy Lives and Promote Well-Being at All Ages [
2] establishes the objectives of reducing under-five mortality to less than 25 in 1000, neonatal mortality to less than 12 in 1000 and MMR to 70 per 100,000 live births. So far, billions have been pledged or invested towards these goals, including a $1.4 billion commitment over 10 years by the Canadian Government [
3]. Per the UN’s progress update on the SDGs in 2020, member states were not on track to meet the targets for the third goal prior to the COVID-19 pandemic [
4]. It is expected that the pandemic will cause further delays in progress and threaten decades of advances [
4].
Despite the decades of investment, Western Africa is known to have the world’s highest MMR [
5] and one of the highest rates for under-five mortality, including at the neonatal stage [
6]. The majority of deaths could be prevented with low-tech, cost-effective technologies available during facility-based delivery or in the presence of skilled birth attendants [
7]. For mothers, deaths are often caused by hemorrhage, exacerbation of pre-existing conditions by pregnancy, eclampsia and sepsis [
8]. For children, specifically newborns, the main cause of death is complications during birth, such as intrapartum events, preterm births, or infections. Preventative services would be key in strengthening outcomes for mothers. Yet as noted in a few studies, less than a third of women attend the minimal recommended number of antenatal services in sub-Saharan Africa [
9]. Up until 2016, the World Health Organization (WHO) recommended women make at least four antenatal care (ANC) visits, though this recommendation was raised to eight visits in 2016 [
10].
Universal health coverage (UHC) is the ability for people to access and use all necessary health services at a substantial quality without incurring catastrophic financial costs [
11]. Specifically equity in access, strong quality of health services and protection against financial risk are the key elements of UHC according to the WHO [
12], meaning UHC should lead to increased access to essential medical services and decreased rates of catastrophic costs to consumers.
Globally, low-and middle-income (LMICs) countries have employed one of two systems: community based health insurance (CBHI), or schemes, and social or national health insurance [
13]. CBHIs tend to focus on covering those who are not covered by other schemes [
13] by taking a resource pooling approach that uses social structures such as families, community groups or religious groups [
14]. CBHI is understood to cause a greater use of outpatient services without increases in inpatient services, lower rates of community health expenditure including lower out-of-pocket costs, higher use of services for children under five and an overall improvement in health indicators such as immunization rates and under-five mortality [
14]. Social health insurance schemes are commonly found in the developed world, and have recently been implemented in LMICs such as Ghana [
15] and Nigeria [
16]. Unfortunately, these systems are often weakened by a lack of institutional capacity and small tax bases, therefore limiting the possibility of attaining full coverage [
17]. For example, Nigeria’s system has been hurt by poor financial management, including insufficient funding and a weak financial safety net for the poor [
18]. Ghana’s system has a premium cost setting system that has excluded many low-income families [
19]. These are two examples of the challenges that many LMICs face. Other challenges are the inadequate distribution of services, the inability of systems to evolve to deal with complications related to pregnancy, insufficient staffing and equipment [
20]. As some studies have shown, insurance membership is associated with a greater likelihood of accessing services, yet barriers, as, for example, the distance to services, have been found to limit the use of services and therefore, maintain high mortality rates for women who go unassisted [
19].
This study adopts the Health Care Services Utilization Model put forward by Andersen to consider the relationship between health insurance coverage and number of ANC visits [
21]. This model was similarly adapted for a study related to maternal health care in Jordan [
22]. This model identifies three types of factors: predisposing factors which are factors such as demographics and social structures; enabling factors such as income or insurance status; and need for care factors which consider how one views their health and understands their need for care [
22].
There is much evidence on the association between increased health insurance coverage and access to maternal health services globally, yet few studies have specifically considered West Africa. This region is worthy of unique consideration due to its elevated burden of disease and the lack of progress that has been made in improving child and maternal health indicators [
6,
8]. In turn, UHC is believed to help lower barriers to access for basic, life-saving primary care services such as antenatal care [
19]. It would be valuable for policy makers within the international development community to consider if the impact of increased health coverage in this unique region is sufficient because the elevated and persistent burden of disease may indicate that UHC without additional efforts in other areas is insufficient. Therefore, this study seeks to fill the gap in the literature by using data from the most recent Demographic and Health Surveys of 10 West African countries, to observe the relationship between health insurance coverage and number of antenatal care visits for mothers.
Discussions
In this study, we examined the relationship between health insurance coverage and making the recommended number ANC visits in 10 West African countries for whom recent DHS data was available. We also looked at other socio-demographic characteristic to study their relationship with making ANC visits. Our results show that women with health insurance have greater odds of making their recommended number of visits than their non-insured counterparts. This is likely because insurance provides sufficient protection from catastrophic expenditure and because insurance can be linked to other socio-economic indicators, such as wealth and education, that are known determinants of ANC use [
26]. This finding is comparable to that of previous studies of the association of insurance on ANC use in LMICS [
13,
19,
30,
31], where researchers found that insurance can meaningfully lower catastrophic cost to make services more accessible, though barriers, such as premiums, can limit its overall impact. As only 5.6% of women have health insurance, protection against catastrophic expenditure through insurance is seemingly limited to a select few. Of note, most women without health insurance are still able to make the minimum required ANC services. These findings suggest there are other, more affordable strategies to make ANC services more accessible.
Past studies provide further confirmation for our findings. Wang, Temsah and Mallik published a DHS analytical study in 2014 that considered the impact of health insurance on maternal health care utilization in LMICS [
13]. They reported that health insurance had an overall positive impact on access to various maternal health services. Specifically, they reported that insurance positively affected initiating antenatal care in the first trimester in Namibia, Indonesia, and Burundi. It would stand to reason that as insurance would promote the initiation of ANC, it would contribute to making the recommended number of visits. In another contribution, the same authors speak to evidence from Ghana, Rwanda and Indonesia [
19]. There again, their results showed a positive association between health insurance and utilization of maternal health services. In Ghana and Indonesia, insurance was linked to making the recommended number of ANC visits, and in Rwanda, it was associated with making at least one visit. In addition, Comfort, Peterson and Hatt [
30] conducted a systematic review of the evidence on health insurance and its effects on the use and provision of maternal health services and on maternal and neonatal health outcomes in LMICs and found that the many studies that focused on health insurance and service use provided consistent evidence of a positive correlation between insurance and use of services. Finally, Abdulai and Adams examined a local example in northwestern Ghana. Again, they concluded that insurance improved access and utilization of maternal health services [
31]. These studies confirm and endorse our findings while acknowledging the impacts of the makeup of various schemes and different socio-economic barriers facing those seeking care.
This study has important implications for international health policy. As noted in the 2020 progress report [
4], though global gains were being made, the rate of progress was not enough to satisfy the targets of SDG goal 3. This progress was further stunted by the COVID-19 pandemic and its straining effects on health system throughout the world. As the purpose of these targets is to avoid deaths that would not occur if basic primary health services were available, it is imperative the international community reorient itself to achieve the targets of SDG 3, by prioritizing policies and strategies that would have rapid and immediate impacts.
This study provides some insight on how to re-orient those efforts. First, most women do not have health insurance, yet within that population, a majority still access recommended ANC services. This suggest other strategies to reduce cost, such as capping or eliminating user-fees, may be more accessible and effective to a broader number of women. Studies have found that reducing or eliminating user fees help the poorest and least educated the most [
32], those who according to this study, are the least likely to make the recommended number of ANC visits. This may occur because these strategies require less infrastructure and less effort on behalf of patients who do not need to take administrative steps such as registering. These strategies are also more likely to be adopted and operated at local levels and easily stood up in areas of acute needs. In fact, evidence has shown that the introduction or removal of user fees have immediate and abrupt impact on health services utilisation [
33]. Our findings indicate that women who were exposed to radio, television or newspapers on a regular basis were more likely to make the recommended number of ANC visits. Therefore, these channels of public communication could be used to raise awareness concerning changes in policy.
Furthermore, as noted earlier, evidence in this study on the association between marital status or household gender with ANC visits, suggest that efforts to lower catastrophic expenditure should be paired with efforts to educate men alongside women on the need to access primary care services during pregnancy. The experience of organizations such as Médecins Sans Frontières [
34] in managing these dynamic health systems would be invaluable in seeking rapid gains in the post-COVID world.
These proposed solutions could have immediate impact, but there is little evidence of their long-term sustainability [
33]. A public health insurance scheme is a long-term solution that has proven its sustainability throughout the world, and has had positive results in Ghana [
35]. West African countries will face several barriers to setting up a public health insurance system that is equitable. The experience of Ghana and Nigeria suggest that poor institutional capacity due to limited financial resources and mismanagement will be among those barriers [
18,
19]. Building capacity in these areas will be crucial in building the health systems that will provide meaningful access to services for the most vulnerable women in the region. Therefore, major global health institutions should focus on helping countries build their capacity to manage their public system. Finally, closing the wealth inequality gap that exist in West Africa [
36] will be essential to building the capacity of health systems. One approach is to reform tax policies and strengthen collection systems. In doing so, countries would secure more financial resources and allow greater redistribution into social programs benefiting the poor, including health insurance.
Strengths and limitations
This multi-country analysis used comparable data to examine health insurance coverage and its association with number of ANC visits. Our findings confirm several other studies while providing novel information. Our main limitation is there is limited recent data for this region of the world. Therefore, our findings depend on only 10 countries in West Africa, including the richer countries and may ignore some realities from poorer countries. Our findings would be strengthened if data from more country became available. Another limitation is the cross-sectional nature of the study design used that made in impossible to establish causality.
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