社区脊髓损伤患者对医疗服务的可及性和质量满意度
基于横断面调查,评估社区慢性脊髓损伤患者对医疗服务的可及性和质量满意度,识别关键影响因素。

基本信息
资源简介
社区脊髓损伤患者对医疗服务的可及性和质量满意度
【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…
中文译文(机器翻译,仅供快速理解,请以原文为准):目的:识别慢性脊髓损伤(SCI)患者获取医疗服务的障碍,并揭示其医疗服务满意度的决定因素。 设计:横断面调查。 环境:瑞士社区环境。 参与者:慢性SCI患者。 干预:不适用。 结局指标:通过问卷评估继发性健康状况相关医疗服务的可及性与质量、对医疗需求满足情况的满意度,以及在以下两种照护之间的偏好:由就近但SCI专业照护经验有限的假定服务提供者提供照护,还是由距离较远但现有的专业SCI中心提供全面照护。 结果:近四分之三的参与者(70%)表示对针对SCI相关健康状况所接受的医疗服务感到满意。老年人(61岁及以上)对医疗服务可及性和质量的评分比年轻人高6%至11%。在以下人群中,感知到的医疗需求满足程度较低:不完全性截瘫患者(比值比(OR)2.11,95%可信区间(CI)1.18–3.84)、慢性疼痛患者(OR 1.85,CI 1.12–3.08)、缺乏长途交通服务可及性者(OR 5.81,CI 2.74–12.82),以及前往专业SCI中心距离较远者。 结论:感知到的医疗服务获取不足部分与交通障碍有关,提示外展服务或交通支持可能是可行的解决方案。不完全性瘫痪和疼痛患者对与SCI相关的照护需求满足情况 consistently 评价较差,表明需要加强对这些脆弱群体的倡导。
【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。
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)
- 源站标题:Satisfaction with access and quality of healthcare services for people with spinal cord injury living in the community
- DOI:10.6084/m9.figshare.6731387.v2
- 发布日期:2020-01-14
- 文件数:2 个
- 文件总体积:2.77 MB
- 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
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?
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




