Mazumder Tapas, Mohanty Itismita, Ahmad Danish, Niyonsenga Theo
Health Research Institute, Faculty of Health, University of Canberra, Canberra, ACT, 2617, Australia.
School of Medicine and Psychology, College of Science and Medicine, Australian National University, Canberra, ACT, 2601, Australia.
BMC Public Health. 2025 May 29;25(1):1976. doi: 10.1186/s12889-025-23053-z.
Reducing the under-5 mortality rate (U5MR) to as low as 25/1000 live births globally by 2030 to reach the sustainable development goal (SDG) 3.2.1 appears to be a race against time. Amidst this situation, Bangladesh experienced stagnancy in U5MR at the beginning of the SDG era. While a comprehensive understanding of this stagnancy is crucial, research on stagnancy is scant and limited to investigating the direct effects of the key predictors. Therefore, building on the existing evidence, this research investigated the effect of one of the key predictors, parental education, on under-5 mortality (U5M) mediated through antenatal care (ANC) and the availability of hand washing stations.
This study conducted weighted mediation analyses using the Bangladesh Demographic and Health Survey data from 2011, 2014 and 2017-18, with sample sizes 4,658, 4,367, and 4,826, respectively, and estimated a generalised structural equation model. The "nlcom" post-estimation command of STATA was used to obtain the direct effects (coefficients), which were then multiplied to estimate the indirect effects for the indirect parallel and sequential pathways. The indirect effects were added to obtain the total indirect effect, which was added to the direct effect of education to estimate the total effect of education.
This study reveals inconsistent parallel and sequential mediation of parental education's effect across the three surveys. The direct effect of education on U5M reduced over time. The total (parallel and sequential combined) mediated effects of either parent's education on U5M were negative (reduced U5M risk). While the mediated effect of mother's education on U5M was not significant, the mediated effect of father's education was significant in 2011. The total effect of education (direct and indirect combined) on U5M was negative (reduced U5M risk) and significant in 2011. However, the effect reduced over time and changed direction in 2017-18. Since 2011, the effects decreased and changed direction to become positive (increased U5M risk) in 2017-18. Due to the weakening direct effect of education and the opposite nature of the indirect effect, the indirect effect of education appeared to be greater than the total effect in 2014 and 2017-18. In 2011, approximately 50% of the total effect of either parent's education was mediated. However, in 2014 and 2017-18, the proportions were greater than 100%, except for the proportion of the mediated effect of father's education in 2014.
This study reports a weakening and inconsistent mediated effect of both parents' education on U5M. Using existing literature, it also justifies that improving the quality of education and ANC could more effectively reduce U5M to achieve SDG 3.2.1. To improve the quality of education, this study recommends updating the school curriculum with a greater emphasis on maternal and child health education. To improve the quality of ANC, it is recommended that the mandatory use of ANC cards be strictly monitored.
到2030年将全球五岁以下儿童死亡率(U5MR)降至每1000例活产25例以下,以实现可持续发展目标(SDG)3.2.1,这似乎是一场与时间的赛跑。在这种情况下,孟加拉国在可持续发展目标时代初期五岁以下儿童死亡率出现停滞。虽然全面了解这种停滞状况至关重要,但关于停滞的研究很少,且仅限于调查关键预测因素的直接影响。因此,基于现有证据,本研究调查了关键预测因素之一——父母教育程度,通过产前护理(ANC)和洗手设施可用性对五岁以下儿童死亡率(U5M)的影响。
本研究使用2011年、2014年以及2017 - 2018年的孟加拉国人口与健康调查数据进行加权中介分析,样本量分别为4658、4367和4826,并估计了一个广义结构方程模型。使用STATA的“nlcom”估计后命令来获得直接效应(系数),然后将其相乘以估计间接平行和顺序路径的间接效应。将间接效应相加得到总间接效应,再将其与教育的直接效应相加以估计教育的总效应。
本研究揭示了在三项调查中父母教育程度效应的平行和顺序中介作用不一致。教育对五岁以下儿童死亡率的直接效应随时间降低。父母任何一方的教育对五岁以下儿童死亡率的总(平行和顺序合并)中介效应为负(降低了五岁以下儿童死亡风险)。虽然母亲教育对五岁以下儿童死亡率的中介效应不显著,但父亲教育的中介效应在2011年显著。教育(直接和间接合并)对五岁以下儿童死亡率的总效应为负(降低了五岁以下儿童死亡风险),且在2011年显著。然而,该效应随时间降低,并在2017 - 2018年改变方向。自2011年以来,效应下降并在2017 - 2018年变为正(增加了五岁以下儿童死亡风险)。由于教育的直接效应减弱以及间接效应的相反性质,教育的间接效应在2014年和2017 - 2018年似乎大于总效应。2011年,父母任何一方教育的总效应中约50%是通过中介作用实现的。然而,在2014年和2017 - 2018年,除了2014年父亲教育的中介效应比例外,这些比例都大于100%。
本研究报告了父母双方教育对五岁以下儿童死亡率的中介效应减弱且不一致。利用现有文献,研究还证明提高教育质量和产前护理质量可以更有效地降低五岁以下儿童死亡率,以实现可持续发展目标3.2.1。为了提高教育质量,本研究建议更新学校课程,更加强调母婴健康教育。为了提高产前护理质量,建议严格监测强制使用产前护理卡的情况。