睡眠声音自闭症谱系障碍数据集
自闭症儿童睡眠行为干预的成本效益分析数据集,包含资源使用、成本和QALY数据。

基本信息
资源简介
睡眠声音自闭症谱系障碍数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 799.32 KB,主题涵盖 Autism、Children、Cost-effectiveness、Quality-adjusted life years、Sleep,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Sleeping Sound Autism Spectrum Disorder (ASD): Cost-Effectiveness of a Brief Behavioural Sleep Intervention in Primary School-Aged Autistic Children.》。配套论文《Sleeping Sound Autism Spectrum Disorder (ASD): Cost-Effectiveness of a Brief Behavioural Sleep Intervention in Primary School-Aged Autistic Children》发表于 Journal of Autism and Developmental Disorders(2024),DOI:10.1007/s10803-024-06422-2。项目资助方:Tailoring a brief sleep intervention for autism: a randomised controlled trial : National Health and Medical Research Council | 1101989。源站首次发布:2025-03-21。
【数据内容】
源站原始描述:Disordered sleep is common in autistic children. This study aimed to evaluate the cost-effectiveness of a brief behavioural sleep intervention, the ''Sleeping Sound intervention'', in primary school-aged autistic children in Australia. A cost-effectiveness analysis was undertaken alongside a randomised controlled trial over a 6-month follow-up period from both a societal and healthcare sector perspective. Resources used by participants were collected from a resource-use questionnaire and administr…
【数据结构与技术规格】
文件数 1 个,合计 799.32 KB。s10803-024-06422-2.pdf:application/pdf,799.32 KB。数据集 DOI:10.25374/MCRI.26171332.v1。
【主题与分类】
源站学科分类:Humanities。主题标签:Autism、Children、Cost-effectiveness、Quality-adjusted life years、Sleep、39 Education、3904 Specialist Studies In Education、Cost Effectiveness Research、Brain Disorders、Clinical Research。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://mcri.figshare.com/articles/journal_contribution/Sleeping_Sound_Autism_Spectrum_Disorder_ASD_Cost-Effectiveness_of_a_Brief_Behavioural_Sleep_Intervention_in_Primary_School-Aged_Autistic_Children_/26171332
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Engel, Lidia; Chiotelis, Oxana; Papadopoulos, Nicole; Hiscock, Harriet; Howlin, Patricia; McGillivray, Jane; et al. (2024). Sleeping Sound Autism Spectrum Disorder (ASD): Cost-Effectiveness of a Brief Behavioural Sleep Intervention in Primary School-Aged Autistic Children.. Murdoch Childrens Researc…
【使用注意】
· 源站最后修改于 2026-03-15,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Sleeping Sound Autism Spectrum Disorder (ASD): Cost-Effectiveness of a Brief Behavioural Sleep Intervention in Primary School-Aged Autistic Children.
- DOI:10.25374/MCRI.26171332.v1
- 发布日期:2025-03-21
- 文件数:1 个
- 文件总体积:799.32 KB
- 源站页面:https://mcri.figshare.com/articles/journal_contribution/Sleeping_Sound_Autism_Spectrum_Disorder_ASD_Cost-Effectiveness_of_a_Brief_Behavioural_Sleep_Intervention_in_Primary_School-Aged_Autistic_Children_/26171332
命令行下载
curl -L -o "s10803-024-06422-2.pdf" "https://ndownloader.figshare.com/files/47419996"
文件清单
s10803-024-06422-2.pdf(799.32 KB)
文件总体积 799.32 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
Disordered sleep is common in autistic children. This study aimed to evaluate the cost-effectiveness of a brief behavioural sleep intervention, the ‘‘Sleeping Sound intervention’’, in primary school-aged autistic children in Australia. A cost-effectiveness analysis was undertaken alongside a randomised controlled trial over a 6-month follow-up period from both a societal and healthcare sector perspective. Resources used by participants were collected from a resource-use questionnaire and administrative data; intervention costs were determined from study records. Mean costs and quality-adjusted life-years (QALYs) were compared between the intervention and treatment as usual (TAU) groups. Uncertainty analysis using bootstrapping and sensitivity analyses were conducted. The sample included 245 children, with 123 participants randomised to the intervention group and 122 to TAU. The mean total costs were higher for the Sleeping Sound intervention with a mean difference of A$745 (95% CI 248; 1242; p = 0.003) from a healthcare sector perspective and A$1310 (95% CI 584; 2035, p < 0.001) from a societal perspective. However, the intervention also resulted in greater QALYs compared with TAU, with a mean difference of 0.038 (95% CI 0.004; 0.072; p = 0.028). The incremental cost-effectiveness ratio was A$24,419/QALY (95% CI 23,135; 25,703) from a healthcare sector perspective and A$41,922/QALY (95% CI 39,915; 43,928) from a societal perspective; with a probability of being cost-effective of 93.8% and 74.7%, respectively. Findings remained robust in the sensitivity analyses. The Sleeping Sound intervention offers a cost-effective approach in improving sleep in primary school-aged autistic children.Trial registration The trial was registered with the International Trial Registry (ISRCTN14077107).
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.25374/MCRI.26171332.v1(source: https://mcri.figshare.com/articles/journal_contribution/Sleeping_Sound_Autism_Spectrum_Disorder_ASD_Cost-Effectiveness_of_a_Brief_Behavioural_Sleep_Intervention_in_Primary_School-Aged_Autistic_Children_/26171332)。
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