猴痘知识态度系统综述数据提取表
包含撒哈拉以南非洲医护人员对猴痘知识和态度的系统综述数据提取表,用于荟萃分析。

基本信息
资源简介
猴痘知识态度系统综述数据提取表
【数据集背景】
本数据集源站标题为《Data extraction excel sheet.》。源站首次发布:2026-02-09。
【数据内容】
源站原始描述:Background Mpox remains a public health emergency of international concern, especially in regions beyond its usual endemic areas in Africa. Assessing healthcare workers good knowledge and positive attitudes is essential for effective prevention and control efforts. This systematic review and meta-analysis aim to determine the pooled good knowledge and positive attitudes toward mpox among healthcare workers in Sub-Saharan Africa after the 2022 outbreak. Methods We searched major databases for rel…
【数据结构与技术规格】
文件数 1 个,合计 11.21 KB。pntd.0013977.s004.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,11.21 KB。数据集 DOI:10.1371/journal.pntd.0013977.s004。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:usual endemic areas、searched major databases、public health emergency、egger &# 8217、begg &# 8217、relevant studies published、observed across studies、targeted educational programs、standardized appraisal tool、review result underscores。
【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_Data_extraction_excel_sheet_p_/31300040
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Laikemariam, Melaku; Wollie, Alemayehu Molla; Delie, Amare Mebrat; Yenesew, Abebe; Melkamu, Abateneh; Ayele, Habtamu; et al. (2026). Data extraction excel sheet.. PLOS Neglected Tropical Diseases. Dataset
【使用注意】
· 源站最后修改于 2026-02-12,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:<p>Data extraction excel sheet.</p>
- DOI:10.1371/journal.pntd.0013977.s004
- 发布日期:2026-02-09
- 文件数:1 个
- 文件总体积:11.21 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Data_extraction_excel_sheet_p_/31300040
命令行下载
curl -L -o "pntd.0013977.s004.xlsx" "https://ndownloader.figshare.com/files/61756634"
文件清单
pntd.0013977.s004.xlsx(11.21 KB)
文件总体积 11.21 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
Mpox remains a public health emergency of international concern, especially in regions beyond its usual endemic areas in Africa. Assessing healthcare workers good knowledge and positive attitudes is essential for effective prevention and control efforts. This systematic review and meta-analysis aim to determine the pooled good knowledge and positive attitudes toward mpox among healthcare workers in Sub-Saharan Africa after the 2022 outbreak.
Methods
We searched major databases for relevant studies published up to June 25, 2025. Studies reporting knowledge and/or attitudes toward mpox were included. Study quality was assessed using a standardized appraisal tool, and heterogeneity was assessed using the I2 statistic. Data were extracted using a standardized protocol, and a random-effects model was used to calculate pooled prevalence estimates with 95% confidence intervals.
Results
The meta-analysis included sixteen and eight studies in knowledge and attitude analyses, respectively, to estimate the pooled prevalence. The pooled prevalence of good knowledge and positive attitudes toward monkeypox was 45.3% (95% CI: 36.8, 53.9) and 53.8% (95% CI: 43.0, 64.7), respectively. Significant heterogeneity was observed across studies; however, both statistical tests (Egger’s test, p = 0.14; Begg’s test, p = 0.19) indicated no significant publication bias.
Conclusion
The good knowledge and positive attitudes of healthcare workers toward mpox were low and unsatisfactory in sub-Saharan Africa. The review result underscores the need for targeted interventions to improve healthcare providers’ understanding of mpox transmission, prevention, and management. Targeted educational programs and training are needed to improve the preparedness of healthcare workers for mpox outbreaks and other emerging diseases.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pntd.0013977.s004(source: https://plos.figshare.com/articles/dataset/_p_Data_extraction_excel_sheet_p_/31300040)。
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。




