绩效支付对中风、高血压和冠心病管理差异的影响:中断时间序列研究

基于英国QOF绩效支付项目的研究数据集,评估其对不同种族患者在中风、高血压和冠心病管理质量差异的影响,包含血压和胆固醇等临床指标。

Figshare
2016-01-18 更新
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表格effectsdisparitiescoronaryinterrupted
The Effects of Pay for Performance on Disparities in Stroke, Hypertension, and Coronary Heart Disease Management: Interrupted Time Series Study

基本信息

模态
表格
大小
0.000048766 GB
许可
CC BY 4.0
创建/更新时间
2016-01-18
版本
v1

资源简介

绩效支付对中风、高血压和冠心病管理差异的影响:中断时间序列研究

【数据集背景】

本数据集源站标题为《The Effects of Pay for Performance on Disparities in Stroke, Hypertension, and Coronary Heart Disease Management: Interrupted Time Series Study》。配套论文《The Effects of Pay for Performance on Disparities in Stroke, Hypertension, and Coronary Heart Disease Management: Interrupted Time Series Study》发表于 PLoS ONE(2011),DOI:10.1371/journal.pone.0027236。源站首次发布:2011-12-15。

【数据内容】

源站原始描述:Background The Quality and Outcomes Framework (QOF), a major pay-for-performance programme, was introduced into United Kingdom primary care in April 2004. The impact of this programme on disparities in health care remains unclear. This study examines the following questions: has this pay for performance programme improved the quality of care for coronary heart disease, stroke and hypertension in white, black and south Asian patients? Has this programme reduced disparities in the quality of care…

【数据结构与技术规格】

文件数 3 个,合计 48.77 KB。Appendix_Table_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.53 KB。Appendix_Table_S2.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.50 KB。Appendix_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.74 KB。数据集 DOI:10.1371/journal.pone.0027236。

【主题与分类】

源站学科分类:Medicine、Biotechnology。主题标签:effects、disparities、coronary、interrupted。

【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/The_Effects_of_Pay_for_Performance_on_Disparities_in_Stroke_Hypertension_and_Coronary_Heart_Disease_Management_Interrupted_Time_Series_Study/130412

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

规范引用:Tayu Lee, John; Netuveli, Gopalakrishnan; Majeed, Azeem; Millett, Christopher (2016). The Effects of Pay for Performance on Disparities in Stroke, Hypertension, and Coronary Heart Disease Management: Interrupted Time Series Study. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-01,引用时请注意版本时效。

官方服务

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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 "Appendix_Table_S1.docx" "https://ndownloader.figshare.com/files/356389"
curl -L -o "Appendix_Table_S2.docx" "https://ndownloader.figshare.com/files/356425"
curl -L -o "Appendix_S1.docx" "https://ndownloader.figshare.com/files/356474"

文件清单

  • Appendix_Table_S1.docx(15.53 KB)
  • Appendix_Table_S2.docx(16.50 KB)
  • Appendix_S1.docx(16.74 KB)

文件总体积 48.77 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
The Quality and Outcomes Framework (QOF), a major pay-for-performance programme, was introduced into United Kingdom primary care in April 2004. The impact of this programme on disparities in health care remains unclear. This study examines the following questions: has this pay for performance programme improved the quality of care for coronary heart disease, stroke and hypertension in white, black and south Asian patients? Has this programme reduced disparities in the quality of care between these ethnic groups? Did general practices with different baseline performance respond differently to this programme?
Methodology/Principal Findings
Retrospective cohort study of patients registered with family practices in Wandsworth, London during 2007. Segmented regression analysis of interrupted time series was used to take into account the previous time trend. Primary outcome measures were mean systolic and diastolic blood pressure, and cholesterol levels. Our findings suggest that the implementation of QOF resulted in significant short term improvements in blood pressure control. The magnitude of benefit varied between ethnic groups with a statistically significant short term reduction in systolic BP in white and black but not in south Asian patients with hypertension. Disparities in risk factor control were attenuated only on few measures and largely remained intact at the end of the study period.
Conclusions/Significance
Pay for performance programmes such as the QOF in the UK should set challenging but achievable targets. Specific targets aimed at reducing ethnic disparities in health care may also be needed.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0027236(source: https://plos.figshare.com/articles/dataset/The_Effects_of_Pay_for_Performance_on_Disparities_in_Stroke_Hypertension_and_Coronary_Heart_Disease_Management_Interrupted_Time_Series_Study/130412)。

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