参与者特征
该数据集包含听力损失患者在医院沟通体验研究中参与者的特征数据,用于分析听力损失患者的沟通障碍。

基本信息
资源简介
参与者特征
【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 5.63 KB,主题涵盖 train healthcare providers、high quality healthcare、conducted focus groups、participants perceived hospitals、identified 3 themes,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《Participant characteristics.》。源站首次发布:2025-10-10。
【数据内容】
源站原始描述:Background Good communication is essential for high quality healthcare. People with hearing loss face communication challenges during health encounters, which may compromise their experience with care and outcomes, especially in noisy or stressful acute care facilities. Tools and strategies to facilitate two-way communication with these patients and other members of their healthcare team may help address this gap. This study describes the communication-related experiences of patients with hearin…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0333587.t001。
【主题与分类】
源站学科分类:Medicine、Biological Sciences not elsewhere classified、Science Policy。主题标签:train healthcare providers、high quality healthcare、conducted focus groups、participants perceived hospitals、identified 3 themes、3 focus groups、fourteen people participated、established communication frameworks、recent hospital experience、focus group。
【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/Participant_characteristics_/30332462
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:DeBusschere, Alex; Lunney, Meaghan; Reid, Sonja; Verdin, Nancy; Love, Shannan; Thompson, Stephanie; et al. (2025). Participant characteristics.. PLOS ONE. Dataset
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:Participant characteristics.
- DOI:10.1371/journal.pone.0333587.t001
- 发布日期:2025-10-10
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Participant_characteristics_/30332462
命令行下载
curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/58644992"
文件清单
Table 1.xls(5.63 KB)
文件总体积 5.63 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
Good communication is essential for high quality healthcare. People with hearing loss face communication challenges during health encounters, which may compromise their experience with care and outcomes, especially in noisy or stressful acute care facilities. Tools and strategies to facilitate two-way communication with these patients and other members of their healthcare team may help address this gap. This study describes the communication-related experiences of patients with hearing loss in Alberta hospitals, which can help inform future strategies in this setting.
Methods
Drawing on qualitative description, we conducted focus groups and individual interviews with people with hearing loss who had a recent hospital experience in Alberta, Canada. Focus group and interview transcripts were abductively coded and analyzed, guided by established communication frameworks to explore experiences and opportunities for change.
Results
Fourteen people participated in 3 focus groups and 3 interviews. Overall, participants perceived hospitals as not meeting their communication needs. We identified 3 themes: 1) Hearing loss is an invisible disability; 2) Communication is a team effort; 3) Every patient has different needs in different situations.
Conclusions
Patients with hearing loss experience communication gaps while in hospital, possibly related to the invisibility and stigma of hearing loss, the lack of awareness about how to identify and accommodate different communication needs, and systemic barriers. Strategies to identify patients’ communication needs, train healthcare providers, and increase the uptake of communication tools may help improve communication in this population.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0333587.t001(source: https://plos.figshare.com/articles/dataset/Participant_characteristics_/30332462)。
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。
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