Interrupted time series datasets from studies investigating the impact of interventions or exposures in public health and social science: a data note.

IF 1.7 Q2 MULTIDISCIPLINARY SCIENCES BMC Research Notes Pub Date : 2025-01-22 DOI:10.1186/s13104-024-07055-5
Simon L Turner, Elizabeth Korevaar, Amalia Karahalios, Andrew B Forbes, Joanne E McKenzie
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Abstract

Objectives: The interrupted time series (ITS) design is commonly used to investigate the impact of an intervention or exposure in public health. There are many statistical methods that can be used to analyse ITS data and to meta-analyse their results. We undertook two empirical studies to investigate: (i) how effect estimates (and associated statistics) compared when six statistical methods were applied to 190 real-world datasets; and (ii) how meta-analysis effect estimates (and associated statistics) compared when the combinations of two ITS analysis methods and five meta-analysis methods were applied to 17 real-world meta-analyses including 283 ITS datasets. Here we present a curated repository of a subset of ITS datasets from these studies.

Data description: The repository includes 430 ITS datasets curated from the two empirical studies. The datasets are diverse in the populations, interruptions and outcomes examined, and are methodologically diverse in the outcome types, aggregation time intervals, number of timepoints and segments. Most of the datasets are from public health. For each dataset, we provide the outcome value at each timepoint and the segment (indicating different interruptions), along with characteristics of the dataset. This repository may be of value for future research of ITS studies, and as a source of examples of ITS for use in teaching.

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调查干预措施或暴露对公共卫生和社会科学的影响的研究的中断时间序列数据集:数据说明。
目的:中断时间序列(ITS)设计通常用于调查干预措施或暴露对公共卫生的影响。有许多统计方法可用于分析ITS数据并对其结果进行元分析。我们进行了两项实证研究来调查:(i)当六种统计方法应用于190个真实数据集时,效果估计(和相关统计数据)是如何比较的;(ii)将两种ITS分析方法和五种meta分析方法的组合应用于包括283个ITS数据集在内的17个真实世界的meta分析时,如何比较meta分析的效果估计(和相关统计数据)。在这里,我们展示了来自这些研究的ITS数据集子集的策划存储库。数据描述:存储库包括430个ITS数据集,这些数据集是从这两个实证研究中整理出来的。数据集在调查的人群、中断和结果方面各不相同,在结果类型、聚合时间间隔、时间点数量和片段方面在方法上也各不相同。大多数数据集来自公共卫生。对于每个数据集,我们提供了每个时间点和段的结果值(表示不同的中断),以及数据集的特征。这个资源库可能对未来的智能交通研究有价值,并作为教学中使用智能交通实例的来源。
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来源期刊
BMC Research Notes
BMC Research Notes Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (all)
CiteScore
3.60
自引率
0.00%
发文量
363
审稿时长
15 weeks
期刊介绍: BMC Research Notes publishes scientifically valid research outputs that cannot be considered as full research or methodology articles. We support the research community across all scientific and clinical disciplines by providing an open access forum for sharing data and useful information; this includes, but is not limited to, updates to previous work, additions to established methods, short publications, null results, research proposals and data management plans.
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