社区生活脊髓损伤患者对医疗服务可及性和质量的满意度

基于横断面调查,评估社区慢性脊髓损伤患者对医疗服务可及性与质量的满意度及影响因素。

Taylor & FrancisTaylor & Francis
DataCite Commons
2020-08-28 更新
浏览 16
表格Spinal cord injuryHealthcare availabilityHealthcare qualityPatient satisfactionSpatial analysis
Satisfaction with access and quality of healthcare services for people with spinal cord injury living in the community

基本信息

模态
表格
大小
0.002768487 GB
许可
CC BY 4.0
创建/更新时间
2020-08-28
版本
v2

资源简介

社区生活脊髓损伤患者对医疗服务可及性和质量的满意度

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 2.77 MB,主题涵盖 Spinal cord injury、Healthcare availability、Healthcare quality、Patient satisfaction、Spatial analysis,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《Satisfaction with access and quality of healthcare services for people with spinal cord injury living in the community》。配套论文《Satisfaction with access and quality of healthcare services for people with spinal cord injury living in the community》发表于 The Journal of Spinal Cord Medicine(2018),DOI:10.1080/10790268.2018.1486623。源站首次发布:2020-01-14。

【数据内容】

源站原始描述:Objective: To identify barriers to access healthcare services and reveal determinants of satisfaction with healthcare services in people with chronic spinal cord injury (SCI). Design: Cross-sectional survey. Setting: Community setting in Switzerland. Participants: People with chronic SCI. Interventions: Non-applicable. Outcome Measures: Questionnaire-based evaluation of availability and quality of healthcare services for secondary health conditions, satisfaction with fulfillment of healthcare ne…

【数据结构与技术规格】

文件数 2 个,合计 2.77 MB。Fig S1 caption.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,26.82 KB。Fig_S1-Gemperli.jpg:image/jpeg,2.74 MB。数据集 DOI:10.6084/m9.figshare.6731387.v2。

【主题与分类】

源站学科分类:Medicine、Neuroscience、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Cancer。主题标签:Spinal cord injury、Healthcare availability、Healthcare quality、Patient satisfaction、Spatial analysis。

【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://tandf.figshare.com/articles/dataset/Satisfaction_with_access_and_quality_of_healthcare_services_for_people_with_spinal_cord_injury_living_in_the_community/6731387

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

规范引用:Satisfaction with access and quality of healthcare services for people with spinal cord injury living in the community. Taylor & Francis. Ronca, Elias; Scheel-Sailer, Anke; Koch, Hans Georg; Essig, Stefan; Brach, Mirjam; Münzel, Nadja; et al

【使用注意】

· 源站最后修改于 2023-05-30,引用时请注意版本时效。

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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 "Fig S1 caption.docx" "https://ndownloader.figshare.com/files/12273068"
curl -L -o "Fig_S1-Gemperli.jpg" "https://ndownloader.figshare.com/files/12273071"

文件清单

  • Fig S1 caption.docx(26.82 KB)
  • Fig_S1-Gemperli.jpg(2.74 MB)

文件总体积 2.77 MB(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

Objective: To identify barriers to access healthcare services and reveal determinants of satisfaction with healthcare services in people with chronic spinal cord injury (SCI).
Design: Cross-sectional survey.
Setting: Community setting in Switzerland.
Participants: People with chronic SCI.
Interventions: Non-applicable.
Outcome Measures: Questionnaire-based evaluation of availability and quality of healthcare services for secondary health conditions, satisfaction with fulfillment of healthcare needs, and preference for care from a hypothetical service provider with limited specialized SCI care expertise but in close proximity over comprehensive care from an existing specialized SCI center located at a greater distance.
Results: Close to three-quarter of participants (70%) indicated satisfaction with healthcare services received for SCI related health conditions. Elderly individuals (61+ years old) rated the availability and quality of healthcare 6% to 11% higher than younger individuals. The perceived fulfillment of healthcare needs was lower in people with incomplete paraplegia (odds ratio (OR) 2.11, 95%-credibility interval (CI) 1.18–3.84), chronic pain (OR 1.85, CI 1.12–3.08), insufficient access to long distance transportation (OR 5.81, CI 2.74–12.82), and longer travel distances to specialized SCI centers.
Conclusion: Perceived inadequateness of access to healthcare services was partly related to transportation barriers, suggesting that outreach services or support with transportation are possible solutions. People with incomplete paralysis and pain consistently rated the fulfillment of care needs associated with SCI less favorably, pointing to the need for enhanced advocacy for this vulnerable groups.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6731387.v2(source: https://tandf.figshare.com/articles/dataset/Satisfaction_with_access_and_quality_of_healthcare_services_for_people_with_spinal_cord_injury_living_in_the_community/6731387)。

数据缺失?

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