初级医疗中骨关节炎护理结构化模型的实施:阶梯楔形集群随机试验

一项阶梯楔形集群随机试验数据,评估初级医疗中结构化骨关节炎护理模型对髋膝OA患者护理质量、转诊和体力活动的影响。

Figshare
2019-10-15 更新
浏览 26
表格patient group sizeproportionintervention groupMRIorthopaedic surgeon consultationOA careOA treatment recommendationscontrol groupstepped-wedge cohort designCISAMBAphysiotherapist-led OA education
Implementing a structured model for osteoarthritis care in primary healthcare: A stepped-wedge cluster-randomised trial

基本信息

模态
表格
大小
0.000306245 GB
许可
CC BY 4.0
创建/更新时间
2019-10-15
版本
v1

资源简介

初级医疗中骨关节炎护理结构化模型的实施:阶梯楔形集群随机试验

【数据集背景】

本数据集源站标题为《Implementing a structured model for osteoarthritis care in primary healthcare: A stepped-wedge cluster-randomised trial》。配套论文《Implementing a structured model for osteoarthritis care in primary healthcare: A stepped-wedge cluster-randomised trial》发表于 PLOS Medicine(2019),DOI:10.1371/journal.pmed.1002949。源站首次发布:2019-10-15。

【数据内容】

源站原始描述:Background To improve quality of care for patients with hip and knee osteoarthritis (OA), a structured model for integrated OA care was developed based on international recommendations. The objective of this study was to assess the effectiveness of this model in primary care. Methods and findings We conducted a cluster-randomised controlled trial with stepped-wedge cohort design in 6 Norwegian municipalities (clusters) between January 2015 and October 2017. The randomised order was concealed to…

【数据结构与技术规格】

文件数 4 个,合计 306.25 KB。pmed.1002949.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,33.28 KB。pmed.1002949.s002.pdf:application/pdf,196.09 KB。pmed.1002949.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.55 KB。数据集 DOI:10.1371/journal.pmed.1002949。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Cancer、Science Policy。主题标签:patient group size、Trial registration ClinicalTrials.gov NCT 02333656、proportion、intervention group、MRI、stepped-wedge cluster-randomised trial Background、orthopaedic surgeon consultation、OA care、OA treatment recommendations、control group。

【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://plos.figshare.com/articles/dataset/Implementing_a_structured_model_for_osteoarthritis_care_in_primary_healthcare_A_stepped-wedge_cluster-randomised_trial/9983483

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Østerås, Nina; Moseng, Tuva; van Bodegom-Vos, Leti; Dziedzic, Krysia; Mdala, Ibrahim; Natvig, Bård; et al. (2019). Implementing a structured model for osteoarthritis care in primary healthcare: A stepped-wedge cluster-randomised trial. PLOS Medicine. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "pmed.1002949.s001.docx" "https://ndownloader.figshare.com/files/18006821"
curl -L -o "pmed.1002949.s002.pdf" "https://ndownloader.figshare.com/files/18006824"
curl -L -o "pmed.1002949.s003.docx" "https://ndownloader.figshare.com/files/18006827"
curl -L -o "pmed.1002949.s004.docx" "https://ndownloader.figshare.com/files/18006830"

文件清单

  • pmed.1002949.s001.docx(33.28 KB)
  • pmed.1002949.s002.pdf(196.09 KB)
  • pmed.1002949.s003.docx(17.55 KB)
  • pmed.1002949.s004.docx(59.32 KB)

文件总体积 306.25 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

Background
To improve quality of care for patients with hip and knee osteoarthritis (OA), a structured model for integrated OA care was developed based on international recommendations. The objective of this study was to assess the effectiveness of this model in primary care.
Methods and findings
We conducted a cluster-randomised controlled trial with stepped-wedge cohort design in 6 Norwegian municipalities (clusters) between January 2015 and October 2017. The randomised order was concealed to the clusters until the time of crossover from the control to the intervention phase. The intervention was implementation of the SAMBA model, facilitated by interactive workshops for general practitioners and physiotherapists with an update on OA treatment recommendations. Patients in the intervention group attended a physiotherapist-led OA education and individually tailored exercise programme for 8–12 weeks. The primary outcome was patient-reported quality of care (OsteoArthritis Quality Indicator questionnaire; 0–100, 100 = optimal quality) at 6 months. Secondary outcomes included patient-reported referrals to physiotherapy, magnetic resonance imaging (MRI), and orthopaedic surgeon consultation; patients’ satisfaction with care; physical activity level; and proportion of patients who were overweight or obese (body mass index ≥ 25 kg/m2). In all, 40 of 80 general practitioners (mean age [SD] 50 [12] years, 42% females) and 37 of 64 physiotherapists (mean age [SD] 42 [8] years, 65% females) participated. They identified 531 patients, of which 393 patients (mean age [SD] 64 [10] years, 71% females) with symptomatic hip or knee OA were included. Among these, 109 patients were recruited during the control periods (control group), and 284 patients were recruited during interventions periods (intervention group). The patients in the intervention group reported significantly higher quality of care (score of 60 versus 41, mean difference 18.9; 95% CI 12.7, 25.1; p 0.001) and higher satisfaction with OA care (odds ratio [OR] 12.1; 95% CI 6.44, 22.72; p 0.001) compared to patients in the control group. The increase in quality of care was close to, but below, the pre-specified mi

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pmed.1002949(source: https://plos.figshare.com/articles/dataset/Implementing_a_structured_model_for_osteoarthritis_care_in_primary_healthcare_A_stepped-wedge_cluster-randomised_trial/9983483)。

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