COVID-19大流行对德国帕金森病患者感知的医疗服务可及性和质量影响的数据表1

德国帕金森病患者在COVID-19大流行期间感知医疗服务可及性和质量变化的调查问卷数据。

iCARE-PD ConsortiumiCARE-PD Consortium
NIAID Data Ecosystem
浏览 15
表格Parkinson’s diseaseCOVID-19 pandemichealth careimpactGermanyaccessCOVID-19
Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx

基本信息

模态
表格
大小
0.000764992 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

COVID-19大流行对德国帕金森病患者感知的医疗服务可及性和质量影响的数据表1

【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 764.99 KB,主题涵盖 Parkinson’s disease、COVID-19 pandemic、health care、impact、Germany,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《Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx》。配套论文《Impact of COVID-19 Pandemic on (Health) Care Situation of People with Parkinson’s Disease in Germany (Care4PD)》发表于 Brain Sciences(2021),DOI:10.3390/brainsci12010062。源站首次发布:2023-04-14。

【数据内容】

源站原始描述:Due to the heterogeneous clinical presentation, people with Parkinsonism (PwP) develop individual healthcare needs as their disease progresses. However, because of limited health resources during the COVID-19 pandemic, many patients were put at risk of inadequate care. All this occurred in the context of inequitable healthcare provision within societies, especially for such vulnerable populations. This study aimed to investigate factors influencing satisfaction and unmet need for healthcare amon…

【数据结构与技术规格】

文件数 1 个,合计 764.99 KB。Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,764.99 KB。数据集 DOI:10.3389/fpubh.2023.1091737.s001。

【主题与分类】

源站学科分类:Aboriginal and Torres Strait Islander Health、Aged Health Care、Care for Disabled、Community Child Health、Environmental and Occupational Health and Safety、Epidemiology。主题标签:Parkinson’s disease、COVID-19 pandemic、health care、impact、Germany、access。

【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://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Impact_of_the_COVID-19_pandemic_on_perceived_access_and_quality_of_care_in_German_people_with_parkinsonism_docx/22632559

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

规范引用:van Munster, Marlena; Printz, Marcel R.; Crighton, Eric; Mestre, Tiago A.; Pedrosa, David J.; Consortium, iCARE-PD (2023). Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-06-03,引用时请注意版本时效。

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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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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 "Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx" "https://ndownloader.figshare.com/files/40160242"

文件清单

  • Data_Sheet_1_Impact of the COVID-19 pandemic on perceived access and quality of care in German people with parkinsonism.docx(764.99 KB)

文件总体积 764.99 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

Due to the heterogeneous clinical presentation, people with Parkinsonism (PwP) develop individual healthcare needs as their disease progresses. However, because of limited health resources during the COVID-19 pandemic, many patients were put at risk of inadequate care. All this occurred in the context of inequitable healthcare provision within societies, especially for such vulnerable populations. This study aimed to investigate factors influencing satisfaction and unmet need for healthcare among PwP during the COVID-19 pandemic in Germany. Analyses relied on an anonymous online survey with a 49-item questionnaire. We aimed at describing access to health services before and during the early stages of the pandemic. To this end, a generalized linear model was used to derive significant predictors and a stepwise regression to subsummarize the main factors of perceived inadequate care. In total, 551 questionnaires showed that satisfaction with Parkinsonism-related care decreased significantly during the pandemic (p < 0.001). In particular, factors such as lower educational level, lower perceived expertise of healthcare providers, less confidence in remote care, difficulties in obtaining healthcare, and restricted access to care before the pandemic but also lower densities of neurologists at residence and less ability to overcome barriers were indicative of higher odds to perceive unmet needs (p < 0.05). The results unveil obstacles contributing to reduced access to healthcare during the COVID-19 pandemic for PwP. These findings enable considerations for improved provision of healthcare services to PwP.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2023.1091737.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Impact_of_the_COVID-19_pandemic_on_perceived_access_and_quality_of_care_in_German_people_with_parkinsonism_docx/22632559)。

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依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

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