实践特征与招募数据

IMP2ART试验中12家全科诊所的实践特征与招募表格数据,用于评估哮喘自我管理实施策略的可行性。

Figshare
2026-03-20 更新
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表格usual asthma careusing mixed methodsstudy provides evidencereported positive experiencesreduces unscheduled consultationsmedian 11 accesseslevel governance changesg .usefirst monthly auditfeedback report althoughdespite unequivocal interasthma reviews ’

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2026-03-20
版本
v1

资源简介

实践特征与招募数据

【数据集背景】

本数据集源站标题为《Practice characteristics and recruitment data.》,为 Practice characteristics and recruitment data. 的组成部分。源站首次发布:2026-03-20。

【数据内容】

源站原始描述:Introduction Supported self-management that includes a personalised asthma action plan and regular professional review, reduces unscheduled consultations, and improves asthma outcomes and quality of life. However, despite unequivocal inter/national guideline recommendations, supported self-management is poorly implemented in UK primary care. The IMPlementing IMProved Asthma self-management as RouTine (IMP2ART) implementation strategy (including facilitated provision of patient, professional, and…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 2.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0336745.t002。

【主题与分类】

源站学科分类:Medicine、Biological Sciences not elsewhere classified、Science Policy。主题标签:usual asthma care、using mixed methods、study provides evidence、reported positive experiences、reduces unscheduled consultations、median 11 accesses、level governance changes、g ., use、first monthly audit、feedback report although。

【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/_p_Practice_characteristics_and_recruitment_data_p_/31822287

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

规范引用:McClatchey, Kirstie; Bertram, Daisy; Barat, Atena; Delaney, Brigitte; Hammersley, Vicky; Korell, Barbara; et al. (2026). Practice characteristics and recruitment data.. PLOS ONE. Dataset

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陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

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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。

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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 "Table 2.xls" "https://ndownloader.figshare.com/files/62982258"

文件清单

  • Table 2.xls(9.73 KB)

文件总体积 9.73 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

Introduction
Supported self-management that includes a personalised asthma action plan and regular professional review, reduces unscheduled consultations, and improves asthma outcomes and quality of life. However, despite unequivocal inter/national guideline recommendations, supported self-management is poorly implemented in UK primary care. The IMPlementing IMProved Asthma self-management as RouTine (IMP2ART) implementation strategy (including facilitated provision of patient, professional, and organisational resources) has been developed to address this challenge and is being evaluated in a UK-wide cluster randomised controlled trial (cRCT). The internal pilot aimed to assess the trial recruitment processes, delivery of and general practice engagement with the implementation strategy to inform the progression criteria.
Methods
Using mixed methods, we recruited 12 general practices and monitored trial processes and IMP2ART delivery through team logs and automated data (e.g., use of patient online resources; uptake of practice education modules). Qualitative interviews with general practice staff and IMP2ART facilitators explored feasibility and acceptability of the implementation strategy.
Results
We randomised 12 general practices to the IMP2ART implementation strategy arm (n = 6) or usual asthma care (control, n = 6). One control practice withdrew post-randomisation following concerns about data sharing. Most components were delivered successfully to the implementation group practices so that we met our progression criteria. In all six practices, the facilitated workshop was arranged within 12 weeks of randomisation and the team education module was completed (median 11 accesses/practice), the in-depth module was completed by ‘the healthcare professional responsible for asthma reviews’ (range 3-7 professionals/practice), and the asthma review template was successfully downloaded to the practice system. All six implementation practices received the baseline and first monthly audit and feedback report although there were delays in this process due to national-level governance changes. Practices’ perceptions of IMP2ART were encouraging. In general, they particip

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0336745.t002(source: https://plos.figshare.com/articles/dataset/_p_Practice_characteristics_and_recruitment_data_p_/31822287)。

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