Stransky Michelle L, Cobb Laneva, Menon Nina, Barnard Emily, Belfleur Cynthia, Scahill Lawrence, Kuhn Jocelyn
Center for the Urban Child and Healthy Family, Boston Medical Center, 801 Albany St, Boston, MA, 02119, USA.
Department of Pediatrics, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
J Autism Dev Disord. 2025 Jan;55(1):385-389. doi: 10.1007/s10803-024-06641-7. Epub 2024 Nov 18.
The National Institute of Mental Health created the National Database for Autism Research (NDAR) to accelerate autism knowledge through data sharing and collaboration. However, our experience using NDAR reveals systematic challenges across several aspects of data submission, selection, management, and analysis that limit utility of this resource. We describe our NDAR experience in an ongoing project examining autism intervention outcomes among marginalized racial, ethnic, and gender groups. For this study, we planned to gather data from NDAR to conduct an individual participant data meta-analysis. Eighteen studies met inclusion criteria and reported data on participants at more than one point in time on the Vineland Adaptive Behavior Scales (Vineland) and the Autism Diagnostic Observation Schedule (ADOS). The difficulties with submitting, selecting, downloading, and managing data from NDAR posed limitations on data availability and analysis. Of the 3,850 unique participants in the selected studies, data at multiple time points were available for 312 participants on the Vineland and 278 on the ADOS. No participants had data on all assessment domains. To accelerate autism research via data sharing and collaboration with NDAR necessitates improving the processes for submitting, selecting, and managing data.
美国国立精神卫生研究所创建了国家自闭症研究数据库(NDAR),以通过数据共享与合作加速对自闭症的了解。然而,我们使用NDAR的经验揭示了在数据提交、选择、管理和分析等多个方面存在的系统性挑战,这些挑战限制了该资源的效用。我们在一个正在进行的项目中描述了我们使用NDAR的经验,该项目研究边缘化种族、族裔和性别群体中的自闭症干预结果。对于这项研究,我们计划从NDAR收集数据以进行个体参与者数据荟萃分析。18项研究符合纳入标准,并报告了参与者在多个时间点的《文兰适应行为量表》(Vineland)和《自闭症诊断观察量表》(ADOS)数据。从NDAR提交、选择、下载和管理数据的困难对数据可用性和分析造成了限制。在所选研究的3850名独特参与者中,有312名参与者在Vineland量表上有多个时间点的数据,278名参与者在ADOS量表上有多个时间点的数据。没有参与者拥有所有评估领域的数据。要通过与NDAR的数据共享与合作加速自闭症研究,就必须改进数据提交、选择和管理流程。