S1 文件 -
埃塞俄比亚Tegede地区公共卫生机构结核病感染预防控制(TB-IPC)实践评估的补充数据集,含定量问卷与定性访谈等混合方法资料。

基本信息
资源简介
S1 文件 -
【一句话概览】
本数据集是 figshare 公开的多模态数据集,收录 1 个文件、合计 31.41 KB,主题涵盖 stakeholders &# 8217、requires urgent improvement、public health facilities、public health centers、prevent nosocomial transmission,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《S1 File -》。源站首次发布:2025-02-14。
【数据内容】
源站原始描述:Background Tuberculosis Infection Prevention and Control practice (TB-IPC) is crucial to prevent nosocomial transmission of Tuberculosis (TB), especially in high-burden settings like Ethiopia. However, studies show that TB infection control practices among healthcare workers in Ethiopia are suboptimal. The study aims to evaluate TB-IPC practices at public health facilities in Tegede district, Northwest Ethiopia. Methods A facility-based cross-sectional design with mixed methods and a formative a…
【数据结构与技术规格】
文件数 1 个,合计 31.41 KB。pone.0314514.s001.rar:application/x-rar,31.41 KB。数据集 DOI:10.1371/journal.pone.0314514.s001。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签:stakeholders &# 8217、requires urgent improvement、public health facilities、public health centers、prevent nosocomial transmission、predictor variables associated、participatory direct observations、525 clients participated、5 %) clients、epidata version 4。
【适用方向】
多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/S1_File_-/28419559
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Gebeyehu, Endalkachew Mesfin; Mebratu, Ashagere; Atnafu, Asmamaw; Hagos, Asebe (2025). S1 File -. 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:S1 File -
- DOI:10.1371/journal.pone.0314514.s001
- 发布日期:2025-02-14
- 文件数:1 个
- 文件总体积:31.41 KB
- 源站页面:https://plos.figshare.com/articles/dataset/S1_File_-/28419559
命令行下载
curl -L -o "pone.0314514.s001.rar" "https://ndownloader.figshare.com/files/52373926"
文件清单
pone.0314514.s001.rar(31.41 KB)
文件总体积 31.41 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
Tuberculosis Infection Prevention and Control practice (TB-IPC) is crucial to prevent nosocomial transmission of Tuberculosis (TB), especially in high-burden settings like Ethiopia. However, studies show that TB infection control practices among healthcare workers in Ethiopia are suboptimal. The study aims to evaluate TB-IPC practices at public health facilities in Tegede district, Northwest Ethiopia.
Methods
A facility-based cross-sectional design with mixed methods and a formative approach was used to evaluate the TB-IPC from May 1 to June 30, 2023. The practice was assessed using availability, compliance, and acceptability dimensions with 31 indicators. The quantitative data was collected from 525 clients using structured questionnaires. The data were coded, entered into EpiData version 4.6, and exported to SPSS version 25 for analysis. Binary and multivariable logistic regression analyses were used to identify the predictor variables associated with client satisfaction. Furthermore, non-participatory direct observations, document reviews, and resource inventories were conducted. In the qualitative study, key informants were interviewed, and qualitative data were transcribed, translated, coded, and analyzed manually in themes.
Result
The overall implementation of TB-IPC practice was 54.4%. The availability dimension was 50.4%, compliance was 67.2%, and acceptability was 43.4%. A total of 525 clients participated, with a response rate of 96.2%. In the multivariable logistic regression analysis, occupation was the predicator variable with a p-value of Conclusion
The overall implementation of TB-IPC practices at public health facilities in Tegede district is currently poor and requires urgent improvement. Based on stakeholders’ judgment criteria, the dimensions of availability, compliance, and acceptability were rated as poor, fair, and poor, respectively. These findings provide a baseline understanding of how TB-IPC practices are implemented in Tegede district.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0314514.s001(source: https://plos.figshare.com/articles/dataset/S1_File_-/28419559)。
数据缺失?
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