Rieger Matthias, Trommlerová Sofia Karina, Ban Radu, Jeffers Kristen, Hutmacher Matthew
International Institute of Social Studies, Erasmus University Rotterdam, P.O. Box 29776, 2502 LT, The Hague, The Netherlands.
Universitat Pompeu Fabra, Plaça de la Mercè 10, 08002, Barcelona, Spain.
SSM Popul Health. 2019 Jan 12;7:100352. doi: 10.1016/j.ssmph.2019.100352. eCollection 2019 Apr.
Socio-economic and demographic determinants of child growth at ages 0-5 years in developing countries are well documented. However, Precision Public Health interventions and population targeting require more finely grained knowledge about the existence and character of temporal changes in child growth associations.
We evaluated the temporal stability of associations between height-for-age z-score (HAZ) of children aged 0-59 months and child, parental, household, and community and infrastructure factors by following 25 countries over time (1991-2014) in repeated cross-sections of 91 Demographic and Health Surveys using random effect models and Wald tests.
We found that child growth displayed relatively more time stable associations with child, parental, and household factors than with community and infrastructure factors. Among the unstable associations, there was no uniform geographical pattern in terms of where they consistently increased or decreased over time. There were differences between countries in the extent of temporal instability but there was no apparent regional grouping or geographic pattern. The instability was positively and significantly correlated with annual changes in HAZ.
These findings inform about the generalizability of results stemming from cross-sectional studies that do not consider time variation - results regarding effects of child, parental, and household factors on HAZ do not necessarily need to be re-evaluated over time whereas results regarding the effects of infrastructure and community variables need to be monitored more frequently as they are expected to change. In addition, the study may improve the Precision Public Health population targeting of interventions in different regions and times - whereas the temporal dimension seems to be important for precision targeting of community and infrastructure factors, it is not the case for child, parental, and household factors. In general, the existence of temporal instability and the direction of change varies across countries with no apparent regional pattern.
发展中国家0至5岁儿童生长发育的社会经济和人口统计学决定因素已有充分记录。然而,精准公共卫生干预措施和人群定位需要更细化的知识,了解儿童生长发育关联的时间变化的存在情况和特征。
我们通过对25个国家进行长期跟踪(1991 - 2014年),利用随机效应模型和 Wald 检验,在91次人口与健康调查的重复横断面数据中,评估了0至59个月儿童年龄别身高 z 评分(HAZ)与儿童、父母、家庭、社区及基础设施因素之间关联的时间稳定性。
我们发现,与社区和基础设施因素相比,儿童生长发育与儿童、父母和家庭因素之间的关联显示出相对更强的时间稳定性。在不稳定的关联中,随着时间推移,它们持续增加或减少的情况在地理分布上没有统一模式。各国在时间不稳定性程度上存在差异,但没有明显的区域分组或地理模式。这种不稳定性与HAZ的年度变化呈正相关且具有显著性。
这些发现为不考虑时间变化的横断面研究结果的可推广性提供了信息——关于儿童、父母和家庭因素对HAZ影响的结果不一定需要随时间重新评估,而关于基础设施和社区变量影响的结果则需要更频繁地监测,因为预计它们会发生变化。此外,该研究可能会改善精准公共卫生针对不同地区和时间的干预措施的人群定位——虽然时间维度对于精准定位社区和基础设施因素似乎很重要,但对于儿童、父母和家庭因素并非如此。总体而言,时间不稳定性的存在及其变化方向在各国之间各不相同,没有明显的区域模式。