Ethiopian Public Health Institute, Addis Ababa, Ethiopia.
Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
PLoS One. 2023 Mar 10;18(3):e0281606. doi: 10.1371/journal.pone.0281606. eCollection 2023.
Childhood illnesses, such as acute respiratory illness, fever, and diarrhoea, continue to be public health problems in low-income countries. Detecting spatial variations of common childhood illnesses and service utilisation is essential for identifying inequities and call for targeted actions. This study aimed to assess the geographical distribution and associated factors for common childhood illnesses and service utilisation across Ethiopia based on the 2016 Demographic and Health Survey.
The sample was selected using a two-stage stratified sampling process. A total of 10,417 children under five years were included in this analysis. We linked data on their common illnesses during the last two weeks and healthcare utilisation were linked to Global Positioning System (GPS) information of their local area. The spatial data were created in ArcGIS10.1 for each study cluster. We applied a spatial autocorrelation model with Moran's index to determine the spatial clustering of the prevalence of childhood illnesses and healthcare utilisation. Ordinary Least Square (OLS) analysis was done to assess the association between selected explanatory variables and sick child health services utilisation. Hot and cold spot clusters for high or low utilisation were identified using Getis-Ord Gi*. Kriging interpolation was done to predict sick child healthcare utilisation in areas where study samples were not drawn. All statistical analyses were performed using Excel, STATA, and ArcGIS.
Overall, 23% (95CI: 21, 25) of children under five years had some illness during the last two weeks before the survey. Of these, 38% (95%CI: 34, 41) sought care from an appropriate provider. Illnesses and service utilisation were not randomly distributed across the country with a Moran's index 0.111, Z-score 6.22, P<0.001, and Moran's index = 0.0804, Z-score 4.498, P< 0.001, respectively. Wealth and reported distance to health facilities were associated with service utilisation. Prevalence of common childhood illnesses was higher in the North, while service utilisation was more likely to be on a low level in the Eastern, South-western, and the Northern parts of the country.
Our study provided evidence of geographic clustering of common childhood illnesses and health service utilisation when the child was sick. Areas with low service utilisation for childhood illnesses need priority, including actions to counteract barriers such as poverty and long distances to services.
在低收入国家,儿童疾病(如急性呼吸道疾病、发热和腹泻)仍是公共卫生问题。检测常见儿童疾病和服务利用的空间变化对于确定不平等现象并呼吁采取有针对性的行动至关重要。本研究旨在根据 2016 年人口与健康调查评估埃塞俄比亚常见儿童疾病和服务利用的地理分布及其相关因素。
采用两阶段分层抽样法选择样本。本分析共纳入 10417 名 5 岁以下儿童。我们将其在过去两周内常见疾病的数据与当地的全球定位系统 (GPS) 信息相关联。使用 ArcGIS10.1 为每个研究集群创建空间数据。我们应用空间自相关模型和莫兰指数来确定儿童疾病流行和医疗服务利用的空间聚类。使用普通最小二乘法 (OLS) 分析评估选定解释变量与患病儿童健康服务利用之间的关联。使用 Getis-Ord Gi* 识别高或低利用的热点和冷点集群。进行克里金插值以预测研究样本未抽取地区的患病儿童医疗保健利用情况。所有统计分析均使用 Excel、STATA 和 ArcGIS 进行。
总体而言,在调查前两周内,有 23%(95%CI:21,25)的 5 岁以下儿童患有某种疾病。其中,38%(95%CI:34,41)向适当的提供者寻求了治疗。疾病和服务利用在全国范围内并非随机分布,莫兰指数为 0.111,Z 分数为 6.22,P<0.001,莫兰指数为 0.0804,Z 分数为 4.498,P<0.001。财富和报告的与卫生设施的距离与服务利用有关。常见儿童疾病的患病率在北部较高,而在该国东部、西南部和北部,服务利用更有可能处于较低水平。
我们的研究提供了常见儿童疾病和卫生服务利用的地理聚类证据,当孩子生病时。需要优先考虑儿童疾病服务利用率低的地区,包括采取行动消除贫困和距离服务地点远等障碍。