KAP评分正态性测试数据集
包含巴基斯坦医疗专业人员对GDMT的KAP评分正态性测试结果,用于评估缺血性心脏病管理。

基本信息
资源简介
KAP评分正态性测试数据集
【数据集背景】
本数据集源站标题为《Test of Normality of KAP Scores.》。源站首次发布:2026-02-04。
【数据内容】
源站原始描述:Background Guideline-Directed Medical Therapy (GDMT) is central to managing ischemic heart disease (IHD), yet its implementation remains suboptimal in low- and middle-income countries (LMICs), including Pakistan. Aim This study assessed the knowledge, attitudes, and practices (KAP) of healthcare professionals (HCPs) toward GDMT and identified key barriers to its application. Methods A cross-sectional survey was conducted among HCPs including cardiologists and clinical pharmacists using a validat…
【数据结构与技术规格】
文件数 1 个,合计 5.63 KB。Table 2.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0338634.t002。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Science Policy、Infectious Diseases。主题标签:targeted educational interventions、scored significantly higher、poor patient adherence、mann &# 8211、kruskal &# 8211、ihd ), yet、directed medical treatment、directed medical therapy、mean practice score、comprising 42 cardiologists。
【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/_p_Test_of_Normality_of_KAP_Scores_p_/31255862
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Kalsoom, Umm-e-; Khan, Amjad; Shah, Syed Sikandar; Iqbal, Ayesha; Mehmood, Tahir; Ahmed, Syed Mansoor; et al. (2026). Test of Normality of KAP Scores.. 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:<p>Test of Normality of KAP Scores.</p>
- DOI:10.1371/journal.pone.0338634.t002
- 发布日期:2026-02-04
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Test_of_Normality_of_KAP_Scores_p_/31255862
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/61644599"
文件清单
Table 2.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
Guideline-Directed Medical Therapy (GDMT) is central to managing ischemic heart disease (IHD), yet its implementation remains suboptimal in low- and middle-income countries (LMICs), including Pakistan.
Aim
This study assessed the knowledge, attitudes, and practices (KAP) of healthcare professionals (HCPs) toward GDMT and identified key barriers to its application.
Methods
A cross-sectional survey was conducted among HCPs including cardiologists and clinical pharmacists using a validated questionnaire. Data was collected from Punjab Institute of Cardiology, Lahore, Pakistan using convenience sampling. Descriptive statistics, t-tests, ANOVA, Mann–Whitney U, Kruskal–Wallis, and multiple linear regression analyses were used to evaluate KAP scores and their association with demographic and professional role. Statistical adjustment for multiple comparisons was done by Bonferroni correction.
Results
A total of 76 HCPs participated in the survey, comprising 42 cardiologists (55.3%) and 34 clinical pharmacists (44.7%). he overall mean knowledge score was 18.64 ± 2.02 out of 22 (84.7%). However, cardiologists (M = 19.54) scored significantly higher than clinical pharmacists (M = 17.52, p Conclusion
Although GDMT knowledge and attitudes were generally high among Pakistani cardiologists and clinical pharmacists, reported practice remained moderate. The results underscore the need for targeted educational interventions and system-level strategies to support consistent GDMT implementation.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0338634.t002(source: https://plos.figshare.com/articles/dataset/_p_Test_of_Normality_of_KAP_Scores_p_/31255862)。
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。




