Department of Regional Health Care Analysis and Health Care Atlas, Central Research Institute of Ambulatory Health Care in Germany (ZI), Berlin, Germany.
Department of Health Services Research and Risk Structure, Central Research Institute of Ambulatory Health Care in Germany (ZI), Berlin, Germany.
Sci Rep. 2018 Nov 19;8(1):17029. doi: 10.1038/s41598-018-35048-5.
There is a controversy regarding temporal trends in prevalence of attention-deficit/hyperactivity disorder (ADHD). Using nationwide claims data containing data for approximately six million statutory health insured children we aimed to examine a) trends of ADHD administrative prevalence during 2009-2016; b) regional variations in prevalence, and c) factors associated with an increased chance of ADHD diagnosis. The ICD-10 code 'F90-hyperkinetic disorder' was used to define an ADHD case. Global and Local Moran's I tests were used to examine the spatial autocorrelation and k-means-cluster analysis to examine the course of ADHD prevalence in administrative districts over years. Two-level logistic regression was applied to examine individual- and district-level factors associated with ADHD diagnosis. The administrative prevalence of ADHD was 4.33% (95% CI: 4.31-4.34%). We observed pronounced small-area differences on the district level with prevalences ranging between 1.6% and 9.7%. There was evidence of strong spatial autocorrelation (Global Moran's I: 0.46, p < 0.0001). The k-means-method identified six clusters of different size; all with a stagnating trend in the prevalence over the observation period of eight years. On the district level, a lower proportion of foreign citizens, and a higher density of paediatric psychiatrists and paediatricians were positively associated with ADHD with a more pronounced effect in urban districts.
关于注意缺陷多动障碍(ADHD)的流行趋势存在争议。我们使用包含约六百万法定健康保险儿童数据的全国性索赔数据,旨在检查:a)2009-2016 年期间 ADHD 行政流行率的趋势;b)流行率的区域差异;c)与 ADHD 诊断几率增加相关的因素。使用 ICD-10 编码“F90-多动障碍”来定义 ADHD 病例。全局和局部 Moran's I 检验用于检查空间自相关,k-均值聚类分析用于检查多年来行政区 ADHD 流行率的变化。应用两水平逻辑回归检查与 ADHD 诊断相关的个体和区县级因素。ADHD 的行政流行率为 4.33%(95%CI:4.31-4.34%)。我们在区县级观察到明显的小面积差异,流行率在 1.6%至 9.7%之间。存在强烈的空间自相关的证据(全局 Moran's I:0.46,p<0.0001)。k-均值方法确定了六个不同大小的聚类;所有聚类在八年的观察期内,流行率均呈停滞趋势。在区县级,外国公民比例较低,儿童精神病学家和儿科医生密度较高与 ADHD 呈正相关,在城市地区的影响更为明显。