Name: 咨询对白内障患者知识、决策冲突和满意度的影响-58882
Creator: Taylor & Francis
License: CC BY 4.0

基本信息

模态

表格

大小

0.000190098 GB

许可

CC BY 4.0

创建/更新时间

2020-09-04

版本

v1

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…

中文译文（机器翻译，仅供快速理解，请以原文为准）：目的：白内障是导致非屈光性可预防性失明的主要原因，必须采取综合策略提高白内障手术率，包括高质量的患者支持教育。我们评估了非医师术前咨询师向患者讲解白内障及白内障手术在提高患者知识水平、决策冲突和满意度方面的有效性。方法：在印度马杜赖Aravind眼科医院，对61名新诊断的白内障患者在接受术前咨询前后进行问卷调查。该调查测量了白内障知识和决策冲突的变化（决策冲突是衡量围绕接受手术决定的焦虑程度的一种指标），以及患者满意度。采用多元回归分析确定影响知识变化的因素。结果：咨询后，患者知识评分和决策冲突评分均有所改善（平均差分别为+2.0，p = 0.004和+8.4，p p p = 0.04）是咨询后知识增加的重要预测因素。结论：咨询既提高了对白内障手术的知识水平，也减少了决策冲突，尤其是在传统上获得医疗服务机会较为有限的患者中，如女性和文盲患者。增加高质量咨询的使用可能有助于进一步减轻白内障和其他形式失明的全球负担。

【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。

原始链接

https://tandf.figshare.com/articles/dataset/The_Effect_of_Counseling_on_Cataract_Patient_Knowledge_Decisional_Conflict_and_Satisfaction/1623181/1

访问原始数据

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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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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.