Aiga Hirotsugu, Abe Kanae, Randriamampionona Emmanuel, Razafinombana Angèle Razafitompo
School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
IC Net Ltd, Saitama, Japan.
BMJ Nutr Prev Health. 2021 Jan 18;4(1):18-29. doi: 10.1136/bmjnph-2020-000192. eCollection 2021.
The importance of addressing malnutrition is increasing in the context of children's health and their academic performances. Childhood malnutrition further could reduce a country's economic productivity. No earlier study adequately estimated the causalities between schoolchildren's malnutrition and their academic performances. How nutritional status contributes to children's academic performances has never been reported from Madagascar. This study aims to estimate the possible causalities between their nutritional status and academic performances in rural Madagascar.
A cross-sectional household survey was conducted in Antananarivo-Avaradrano district, Madagascar, from November to December 2017, by targeting 404 first and second graders 5-14 years of age enrolled in 10 public primary schools. Children's anthropometric measurements and structured interviews with their mothers/caregivers were conducted. Children's academic performances data (mathematical and national language proficiencies) were collected at each school. To estimate associations between their malnutrition and academic performances, bivariate and multivariate analyses were conducted. To estimate their possible causalities between them, three conditions were examined (crude covariational relationship, covariational relationship through controlling for a third variable and temporal precedence).
Four independent variables produced significantly positive coefficients with mathematical proficiency in multivariate analysis. Of the four, '' and '' were estimated to be possible causes of higher mathematical proficiency because they satisfied all the three conditions for a causality. On the other hand, three independent variables produced significantly positive coefficients with national language proficiency in multivariate analysis. Yet, none of them were estimated to be possible causes of higher national language proficiency.
A hypothetical causal path indicates that '' is likely to have caused higher '' and thereby higher '' in a two-step manner. This study is the first attempt to estimate the possible causalities between schoolchildren's nutritional status and their academic performances in Madagascar.
在儿童健康及其学业表现的背景下,解决营养不良问题的重要性日益增加。儿童期营养不良还可能降低一个国家的经济生产力。此前没有研究充分估计学童营养不良与其学业表现之间的因果关系。马达加斯加从未有过关于营养状况如何影响儿童学业表现的报道。本研究旨在估计马达加斯加农村地区儿童营养状况与学业表现之间可能的因果关系。
2017年11月至12月,在马达加斯加塔那那利佛-阿瓦拉德拉诺区进行了一项横断面家庭调查,目标是10所公立小学中404名5至14岁的一、二年级学生。对儿童进行了人体测量,并与其母亲/照顾者进行了结构化访谈。在每所学校收集了儿童的学业表现数据(数学和国语能力)。为了估计营养不良与学业表现之间的关联,进行了双变量和多变量分析。为了估计它们之间可能的因果关系,检查了三个条件(粗略协变关系、通过控制第三个变量的协变关系和时间先后顺序)。
在多变量分析中,四个自变量与数学能力产生了显著的正系数。在这四个变量中,“”和“”被估计为数学能力较高的可能原因,因为它们满足了因果关系的所有三个条件。另一方面,在多变量分析中,三个自变量与国语能力产生了显著的正系数。然而,它们都没有被估计为国语能力较高的可能原因。
一条假设的因果路径表明,“”可能以两步的方式导致了较高的“”,从而导致了较高的“”。本研究是首次尝试估计马达加斯加学童营养状况与学业表现之间可能的因果关系。