平均KAP评分

坦桑尼亚医疗工作者对神经囊尾蚴病引起的癫痫的KAP调查平均评分数据集。

Figshare
2025-08-01 更新
浏览 19
表格random stratified samplinglogistic regression modelconsiderable global burden147 &amp;# 8211sectional healthcare professionalcompare mean scorespractices toward preventioninadequate overall knowledgetaenia solium </one health approachnegative attitudes towardhealth professionals interviewed
Mean KAP scores

基本信息

模态
表格
大小
0.000013824 GB
许可
CC BY 4.0
创建/更新时间
2025-08-01
版本
v1

资源简介

平均KAP评分

【数据集背景】

本数据集源站标题为《Mean KAP scores.》。源站首次发布:2025-08-01。

【数据内容】

源站原始描述:Background Infection of the brain with the larval stage of Taenia solium leads to neurocysticercosis (NCC), a leading cause of epilepsy with a considerable global burden. Neurocysticercosis-induced epilepsy is among the poverty-related diseases and is prevalent, particularly in regions where T. solium is endemic. In Tanzania, NCC-associated epilepsy is endemic, it causes substantial health burdens and economic losses. Studies on knowledge, attitudes, and practices (KAP) regarding NCC in the coun…

【数据结构与技术规格】

文件数 1 个,合计 13.82 KB。Table 3.xls:application/vnd.ms-excel,13.82 KB。数据集 DOI:10.1371/journal.pntd.0013275.t003。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Cancer、Science Policy。主题标签:random stratified sampling、logistic regression model、considerable global burden、147 &amp;# 8211、sectional healthcare professional、compare mean scores、practices toward prevention、inadequate overall knowledge、taenia solium </、one health approach。

【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/Mean_KAP_scores_/29797578

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

规范引用:Lugelongi, Masanja Laurent; Kilale, Andrew Martin; Mwape, Kabemba Evans (2025). Mean KAP scores.. PLOS Neglected Tropical Diseases. Dataset

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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 "Table 3.xls" "https://ndownloader.figshare.com/files/56836215"

文件清单

  • Table 3.xls(13.82 KB)

文件总体积 13.82 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
Infection of the brain with the larval stage of Taenia solium leads to neurocysticercosis (NCC), a leading cause of epilepsy with a considerable global burden. Neurocysticercosis-induced epilepsy is among the poverty-related diseases and is prevalent, particularly in regions where T. solium is endemic. In Tanzania, NCC-associated epilepsy is endemic, it causes substantial health burdens and economic losses. Studies on knowledge, attitudes, and practices (KAP) regarding NCC in the country are limited.
Methodology
A cross-sectional healthcare professional-based study was conducted in northern Tanzania between May and July 2023. A structured questionnaire was administered to healthcare workers (HCWs) using a random stratified sampling to assess their knowledge, attitudes, and practices toward prevention and control of NCC-induced epilepsy. One-way ANOVA was used to compare mean scores of KAP, Chi-square test to assess the association between independent factors and KAP scores, and logistic regression model to determine the predictors of KAP scores.
Results
A total of 250 HCWs were interviewed. The study revealed that HCWs had inadequate overall knowledge (scores = 55.5%), negative attitudes (score = 54.0%) and poor practices (scores = 49.3%). Only 22.4% had adequate knowledge, 10.8% had positive attitudes, and 12.8% had good practices towards control of NCC-induced epilepsy. Educational levels of respondents (OR: 3.361, 95% CI: 1.147–9.848, p Conclusion
This study found that HCWs had limited knowledge, poor practices, and negative attitudes toward the control of NCC-induced epilepsy. There is an urgent need to promote better knowledge of acquired epilepsy among HCWs, including re-training using the One Health approach in T. solium endemic areas.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pntd.0013275.t003(source: https://plos.figshare.com/articles/dataset/Mean_KAP_scores_/29797578)。

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