Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
J Epidemiol Community Health. 2018 May;72(5):434-441. doi: 10.1136/jech-2017-210102. Epub 2018 Feb 8.
Maternal and paternal education are associated with improved early child outcomes. However, less is known about how these relative associations compare for preschool children's growth versus development outcomes; and across country contexts.
We analysed data from 89 663 children aged 36 to 59 months in 39 low-income and middle-income countries (LMICs). We used linear regression models with country fixed effects to estimate the joint associations between maternal and paternal education and children's growth and development outcomes. Additionally, we examined the variability in these relationships by each country and within subgroups of countries.
In the pooled sample, maternal and paternal education were independently associated with 0.37 (95% CI 0.33 to 0.41) and 0.20 (95% CI 0.16 to 0.24) higher height-for-age z-scores, and 0.31 (95% CI 0.29 to 0.34) and 0.16 (95% CI 0.14 to 0.18) higher Early Childhood Development Index z-scores, respectively (comparing secondary or higher to no education). Associations were stronger for maternal education than paternal education but comparable between child outcomes. In country-specific regressions, we found the most heterogeneity in the associations between maternal education and children's growth; and between paternal education and children's development. Subgroup analyses suggested that these associations may be systematically patterned by country-level adult illiteracy, infant mortality and food insecurity.
Our findings highlight variability in the statistical significance and magnitude of the associations between caregivers' education and children's outcomes. Further research is needed to understand the sources of variation that may promote or constrain the benefits of caregivers' education for children's early health and development in LMICs.
母婴教育与改善儿童早期成果有关。然而,对于学前儿童的生长与发育成果,人们对于这些相对关联的了解较少;而且,在不同的国家背景下,这些关联的比较也较少。
我们分析了 39 个低收入和中等收入国家(LMICs)中 89663 名年龄在 36 至 59 个月的儿童的数据。我们使用带有国家固定效应的线性回归模型来估计母婴教育与儿童生长和发育成果之间的联合关联。此外,我们还检查了这些关系在每个国家和国家分组内的可变性。
在汇总样本中,母亲和父亲的教育水平与身高年龄 Z 评分分别高出 0.37(95%CI 0.33 至 0.41)和 0.20(95%CI 0.16 至 0.24),以及早期儿童发展指数 Z 评分分别高出 0.31(95%CI 0.29 至 0.34)和 0.16(95%CI 0.14 至 0.18)(与没有接受过教育相比,接受过中等或高等教育)。母亲教育的关联比父亲教育的关联更强,但对于儿童的两种成果来说,关联是可比的。在特定国家的回归分析中,我们发现母亲教育与儿童生长之间的关联以及父亲教育与儿童发育之间的关联存在最大的异质性。分组分析表明,这些关联可能与国家一级的成人文盲率、婴儿死亡率和粮食不安全状况存在系统性的模式。
我们的研究结果强调了照料者教育与儿童成果之间关联的统计意义和程度的可变性。需要进一步的研究来了解可能促进或限制照料者教育对 LMICs 中儿童早期健康和发育的益处的变化来源。