Contexte de genre, autonomie des femmes et utilisation des services de santé maternelle en milieu rural africain : analyse par modèles d’équations structurelles
In Africa, the lives of women and their offspring continue to be threatened at every birth because of the underuse of maternal health care. It is estimated that every year about a quarter of a million the number of maternal deaths and nearly four million children die before age five. Comparing the health patterns in sub-Saharan Africa with other contexts helps to better understand the reality of sub-Saharan Africa, where the risk of death in pregnancy is of the order of 1 to 31, while it is only 1 per 4300 in industrialized countries. This situation is preventable and most often is the result of under or non-use of maternal health services, lack of adequate health care facilities or skilled health personnel. This thesis seeks to understand how gender inequality within the household and in the community reinforces inequalities in the use of maternal health services, as well as the empirical relationship linking the various types of maternal health care uptakes. Specifically, it aims to 1) provide a measure of gender norms favorable to violence against women and to analyze its influence on women’s decision-making authority within the household, 2) simultaneously analyze the impact of these gender norms along with the women’s decision-making authority on the use of antenatal care and delivery assistance, and finally, 3) determine the influence of antenatal care on the use of assisted delivery. Each of these objectives faces substantial methodological issues, either measurement or selection bias, which the structural equation modeling approach we adopted overcomes. The results of our analysis, in the form of scientific articles, are based on the data from Demographic and Health Surveys (DHS) of Ghana, Kenya, Uganda and Tanzania and are related to women living in rural areas. Our first article provides a measure of gender norms and, more specifically, those related to violence against women by using the approach of latent variables. The five questions of the DHS on women's attitudes about the legitimacy of violence allowed measuring these gender norms at contextual level. The results suggest that this measure has good validity criteria as the Cronbach's alpha ranged from 0.85 to 0.94 for Kenya to Ghana, the chi-square is insignificant everywhere, the RMSEA is below 0.05 and the CFI above 0.96 and saturation are mostly higher than 0.7 in all countries. On the other hand, using multilevel structural equation modeling, we found that beyond their own attitude toward violence against women, women who live in an environment where gender norms are more favorable to violence are more likely to be of low or no decision-making autonomy (compared to high decision-making autonomy) in all the countries studied. The second Article documents the influence of the gender inequality identified at the contextual level by the gender norms favorable to violence against women and at the individual level by the women’s autonomy of decision-making within the household, on the occurrence of antenatal care during the first quarter, and the use of at least four antenatal care and assisted delivery with skilled professional. Also using multilevel structural equation modeling on the same data of article 1, we find that each of these dependent variables is strongly influenced by the cluster in which the woman lives. In other words, her place of residence determines the maternal health behavior she adopts. Similarly, controlling for other variables, our results show that women who live in an environment where gender norms related to violence against women are higher, have on average, a greater chance of not giving birth with a qualified staff in Ghana and Uganda, of not starting their antenatal care in the first trimester in the same countries, and of not reaching at least four antenatal care visits in Tanzania. By cons, this contextual variable does not significantly affect the use of maternal health care in Kenya. Finally, the results show that norms in favor of gender violence against women are more critical to understand the use of maternal health care in the countries studied than the women’s decision-making autonomy.  Chapter VII is the last empirical paper of the thesis and examines the effects of prenatal care on the use of skilled birth attendance and also investigates the role of the content of prenatal care in this relationship. Previous studies on the topic have failed to control for possible endogeneity biases, limiting the validity of their conclusions. Our findings point to the existence of important biases in Kenya and Tanzania, where the estimated effect of prenatal care on the use of skilled birth attendance is highly biased downwards when endogeneity is not taken into account in the statistical model. Furthermore, with the exception of Ghana and, to a lesser extent, of Tanzania, our findings indicate that the beneficial effects of prenatal health care are completely mediated by the content of services that women receive. This study emphasizes the role of healthcare providers who, to effectively reach populations, must also act as leaders in their community.
Normes socioculturelles Maternal and child health Antenatal care Skilled birth attendance Quality of care Endogeneity Structural Equation and Multilevel modeling