咨询对白内障患者知识、决策冲突和满意度的影响-58855
包含61名白内障患者咨询前后知识、决策冲突与满意度调查数据,用于评估非医师咨询的效果。

基本信息
资源简介
咨询对白内障患者知识、决策冲突和满意度的影响
【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 190.10 KB,主题涵盖 patient knowledge scores、Aravind Eye Hospital、Multiple regression analysis、Cataract Patient Knowledge、cataract surgery,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《The Effect of Counseling on Cataract Patient Knowledge, Decisional Conflict, and Satisfaction》。配套论文《The Effect of Counseling on Cataract Patient Knowledge, Decisional Conflict, and Satisfaction》发表于 Ophthalmic Epidemiology(2015),DOI:10.3109/09286586.2015.1066016。源站首次发布:2015-12-17。
【数据内容】
源站原始描述:Purpose: Cataract is the leading cause of non-refractive preventable blindness, and comprehensive strategies to increase cataract surgery rates are imperative, including high-quality supportive patient education. We evaluated the effectiveness of non-physician pre-surgical counselors teaching patients about cataract and cataract surgery in improving patient knowledge, decisional conflict, and satisfaction. Methods: A survey was given before and after 61 newly-diagnosed cataract patients underwen…
【数据结构与技术规格】
文件数 2 个,合计 190.10 KB。iope_a_1066016_sm1098.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,43.68 KB。iope_a_1066016_sm1091.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,146.42 KB。数据集 DOI:10.6084/m9.figshare.1623181。
【主题与分类】
源站学科分类:Medicine、Physiology、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:patient knowledge scores、Aravind Eye Hospital、Multiple regression analysis、Cataract Patient Knowledge、cataract surgery、counseling、conflict、increase cataract surgery rates。
【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/The_Effect_of_Counseling_on_Cataract_Patient_Knowledge_Decisional_Conflict_and_Satisfaction/1623181
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:The Effect of Counseling on Cataract Patient Knowledge, Decisional Conflict, and Satisfaction. Taylor & Francis. Anne Newman-Casey, Paula; Ravilla, Sathya; Haripriya, Aravind; Palanichamy, Vinoth; Pillai, Manju; Balakrishnan, Vijayakumar; 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:The Effect of Counseling on Cataract Patient Knowledge, Decisional Conflict, and Satisfaction
- DOI:10.6084/m9.figshare.1623181
- 发布日期:2015-12-17
- 文件数:2 个
- 文件总体积:190.10 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/The_Effect_of_Counseling_on_Cataract_Patient_Knowledge_Decisional_Conflict_and_Satisfaction/1623181
命令行下载
curl -L -o "iope_a_1066016_sm1098.docx" "https://ndownloader.figshare.com/files/2606460"
curl -L -o "iope_a_1066016_sm1091.docx" "https://ndownloader.figshare.com/files/2606461"
文件清单
iope_a_1066016_sm1098.docx(43.68 KB)iope_a_1066016_sm1091.docx(146.42 KB)
文件总体积 190.10 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
Purpose: Cataract is the leading cause of non-refractive preventable blindness, and comprehensive strategies to increase cataract surgery rates are imperative, including high-quality supportive patient education. We evaluated the effectiveness of non-physician pre-surgical counselors teaching patients about cataract and cataract surgery in improving patient knowledge, decisional conflict, and satisfaction.
Methods: A survey was given before and after 61 newly-diagnosed cataract patients underwent pre-surgical counseling at the Aravind Eye Hospital, Madurai, India. The survey measured change in cataract knowledge and decisional conflict, a measure of anxiety surrounding the decision to undergo surgery, along with patient satisfaction. Multiple regression was used to identify factors that influenced change in knowledge.
Results: Both patient knowledge scores and decisional conflict scores improved following counseling (mean difference +2.0, p = 0.004 and +8.4, p p p = 0.04) as important predictors of increased knowledge post-counseling.
Conclusion: Counseling both improved knowledge and reduced decisional conflict about cataract surgery, particularly among patients who had traditionally had more limited access to healthcare such as women and illiterate patients. Increased use of high quality counseling might help to further reduce the global burden of cataract and other forms of blindness.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.1623181(source: https://tandf.figshare.com/articles/dataset/The_Effect_of_Counseling_on_Cataract_Patient_Knowledge_Decisional_Conflict_and_Satisfaction/1623181)。
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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