Qin Yanyan, Yue Ai, Zhang Yali, Zhang Xinyue, Gao Yuan, Liang Shibin, Song Qiannan, Qiao Na
Center of Experimental Economics in Education, Shaanxi Normal University, Xi'an, Shaanxi, China.
Faculty of Education, Shaanxi Normal University, Xi'an, Shaanxi, China.
Front Public Health. 2024 Dec 2;12:1485548. doi: 10.3389/fpubh.2024.1485548. eCollection 2024.
Early childhood is a critical period for cognitive development, heavily influenced by nutrition. Despite significant economic advancements, malnutrition and micronutrient deficiencies persist in many low- and middle-income countries, including China, where dietary diversity remains suboptimal. Existing research predominantly relies on correlational data, underscoring the need for more rigorous empirical evidence. This study aims to fill that gap by providing stronger empirical evidence on the relationship between dietary diversity and developmental outcomes in rural Chinese children.
We conducted a longitudinal cohort study of 1,207 children aged 6-23 months, drawn from 100 villages across 22 counties in rural China, with three follow-up rounds extending until the children reached 51-83 months of age. Cognitive and non-cognitive development, as well as key health indicators, were evaluated. Cognitive development was measured using the Bayley Scales of Infant and Toddler Development and the Wechsler Preschool and Primary Scale of Intelligence Fourth Edition. Non-cognitive development was assessed via the Ages and Stages Questionnaire: Social-Emotional and the Strengths and Difficulties Questionnaire. Health indicators included anemia, frequency of illness in the past 2 weeks, and four key anthropometric measures (height-for-age -scores, weight-for-age -scores, weight-for-height -scores, and body mass index-for-age -scores). Multiple linear regression models were applied to analyze the relationship between dietary diversity scores (DDS) and developmental outcomes, incorporating child fixed effects and adjustments for time-variant confounders. We accounted for the hierarchical structure of the data by clustering standard errors at the village level, which also reflects the township level.
The regression analysis identified significant positive associations between DDS and cognitive ( < 0.01), as well as reduced illness incidence ( < 0.001) in children aged 6-54 months. Additionally, DDS demonstrated a strong positive effect on non-cognitive development ( < 0.001) in children 2 years and older. The associations between DDS, non-cognitive development ( < 0.01), and illnesses reduction ( < 0.001) remained robust under two-way fixed effects models.
To promote sustainable improvements in child development and health, policymakers should prioritize nutrition-focused interventions in rural areas. Community-based programs offering caregivers training and nutritional support, integrated within healthcare and social services infrastructures, are vital for ensuring families have the necessary resources enhance child wellbeing and long-term developmental outcomes.
幼儿期是认知发展的关键时期,受营养影响很大。尽管经济取得了显著进步,但包括中国在内的许多低收入和中等收入国家仍存在营养不良和微量营养素缺乏的问题,这些国家的饮食多样性仍不理想。现有研究主要依赖相关数据,这凸显了获取更严格实证证据的必要性。本研究旨在通过提供关于中国农村儿童饮食多样性与发育结果之间关系的更强有力实证证据来填补这一空白。
我们对来自中国农村22个县100个村庄的1207名6至23个月大的儿童进行了一项纵向队列研究,进行了三轮随访,一直持续到儿童达到51至83个月大。对认知和非认知发展以及关键健康指标进行了评估。认知发展使用贝利婴幼儿发展量表和韦氏学前及初小儿童智力量表第四版进行测量。非认知发展通过年龄与阶段问卷:社会情感问卷和长处与困难问卷进行评估。健康指标包括贫血、过去两周内的患病频率以及四项关键人体测量指标(年龄别身高得分、年龄别体重得分、身高别体重得分和年龄别体重指数得分)。应用多元线性回归模型分析饮食多样性得分(DDS)与发育结果之间的关系,纳入儿童固定效应并对随时间变化的混杂因素进行调整。我们通过在村庄层面聚类标准误来考虑数据的层次结构,村庄层面也反映了乡镇层面。
回归分析确定了DDS与6至54个月大儿童的认知(<0.01)以及疾病发病率降低(<0.001)之间存在显著正相关。此外,DDS对2岁及以上儿童的非认知发展(<0.001)显示出强烈的积极影响。在双向固定效应模型下,DDS、非认知发展(<0.01)和疾病减少(<0.001)之间的关联仍然稳健。
为促进儿童发展和健康的可持续改善,政策制定者应优先考虑农村地区以营养为重点的干预措施。在医疗保健和社会服务基础设施内整合的、为照顾者提供培训和营养支持的社区项目,对于确保家庭拥有提高儿童福祉和长期发育结果所需资源至关重要。