虚拟护理问卷数据

加拿大HIV/HCV共感染及老年HIV感染者虚拟护理体验问卷数据集,含人口统计、18项问卷和实验室检测结果。

Figshare
2025-05-12 更新
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表格multivariable regression modelsconsider patient needs80 %) prefers454 individuals participatedvirtual care relatedvirtual care experiencereported technology difficultiesoffering virtual carehiv viral loadshiv blood testsgeriatric hiv infectiondespite high satisfaction
Virtual care questionnaire data.

基本信息

模态
表格
大小
0.000048881 GB
许可
CC BY 4.0
创建/更新时间
2025-05-12
版本
v1

资源简介

虚拟护理问卷数据

【数据集背景】

本数据集源站标题为《Virtual care questionnaire data.》。配套论文《Evaluation of the virtual care experience for persons in prospective cohorts with HIV during the COVID pandemic》发表于 PLOS Digital Health(2025),DOI:10.1371/journal.pdig.0000857。源站首次发布:2025-05-13。

【数据内容】

源站原始描述:The COVID pandemic necessitated shifting to virtual care. Our aim was to describe, and identify the challenges and satisfaction with the virtual care experience of a subset of participants from two established Canadian Trials Network (CTN) cohorts: CTN 222 (HIV/HCV coinfection) and CTN 314: CHANGE HIV (Correlates of Healthy Aging in geriatric HIV infection) - persons > 65 years age. We hypothesized that vulnerable populations could face challenges with virtual care related to age, mental health…

【数据结构与技术规格】

文件数 1 个,合计 48.88 KB。pdig.0000857.s001.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,48.88 KB。数据集 DOI:10.1371/journal.pdig.0000857.s001。

【主题与分类】

源站学科分类:Medicine、Neuroscience、Biotechnology、Biological Sciences not elsewhere classified、Science Policy、Mental Health。主题标签:multivariable regression models、consider patient needs、80 %) prefers、454 individuals participated、virtual care related、virtual care experience、reported technology difficulties、offering virtual care、hiv viral loads、hiv blood tests。

【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/Virtual_care_questionnaire_data_/29048421

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

规范引用:Walmsley, Sharon L.; Nabipoor, Majid; Martel-Laferriere, Valerie; Loutfy, Mona; Cooper, Curtis; Vachon, Marie-Louise; et al. (2025). Virtual care questionnaire data.. PLOS Digital Health. Dataset

官方服务

专家保障全链路合规授权与标注交付

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。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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 "pdig.0000857.s001.xlsx" "https://ndownloader.figshare.com/files/54496665"

文件清单

  • pdig.0000857.s001.xlsx(48.88 KB)

文件总体积 48.88 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

The COVID pandemic necessitated shifting to virtual care. Our aim was to describe, and identify the challenges and satisfaction with the virtual care experience of a subset of participants from two established Canadian Trials Network (CTN) cohorts: CTN 222 (HIV/HCV coinfection) and CTN 314: CHANGE HIV (Correlates of Healthy Aging in geriatric HIV infection) - persons > 65 years age. We hypothesized that vulnerable populations could face challenges with virtual care related to age, mental health or drug addiction. Consenting participants provided demographic information, completed a non-validated 18-item self- administered questionnaire on their virtual care experience, and reported HIV specific laboratory collection and prescription refills during the COVID pandemic. Data on CD4 T lymphocyte counts and HIV viral loads were extracted from medical records. A total of 454 individuals participated between February 2021 and March 2023, including 133 from CTN 314 and 321 from CTN 222. Overall, 55.3% engaged in virtual care. In multivariable regression models (analysis with SAS and R software) use of virtual care was higher in the aging cohort (p  .05). The most common reason for not engaging was that it was failure to offer. Of those who engaged, 55% reporting being very satisfied, 36.3% somewhat satisfied, and 8.8% not satisfied. Ten percent of the older and 16% of the HCV cohort, reported technology difficulties as a barrier to use. Those with a detectable HIV viral load were more likely to engage in virtual care, p < .05. 81.3% of participants had HIV blood tests as frequently as before the COVID-19 pandemic. Despite high satisfaction, the majority (80%) prefers in person visits. When offering virtual care, clinics need to ensure all eligible patients are aware of how to access the services and consider patient needs and preferences.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pdig.0000857.s001(source: https://plos.figshare.com/articles/dataset/Virtual_care_questionnaire_data_/29048421)。

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。

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