卫生专业人员的特征

尼泊尔五家三级医院关于宫颈癌预防和筛查服务实施情况的混合方法研究数据,包括657名女性筛查利用和254名卫生专业人员知识态度。

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表格none (&# 946hospital (&# 946adjusted odds ratio19 ]marriedquantitative study comprisedcervical cancer screeningcervical cancer preventioncervical cancerstudy intendsmethods studyxlink ">service delivery
Characteristics of the health professionals

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

卫生专业人员的特征

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 none (&# 946、hospital (&# 946、adjusted odds ratio、19 ], married、quantitative study comprised,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《Characteristics of the health professionals.》。源站首次发布:2024-01-18。

【数据内容】

源站原始描述:In Nepal, cervical cancer is the most common cancer among women despite the existing policies. This study intends to assess the implementation of cervical cancer prevention and screening through service utilization by women, knowledge and attitude among health professionals, and the perceptions of stakeholders in Nepal. This mixed-methods study was conducted in 2022 across five tertiary hospitals in Kathmandu, Nepal. The quantitative study comprised the health professionals and women attending g…

【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.pgph.0002832.t002。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Sociology、Biological Sciences not elsewhere classified、Mathematical Sciences not elsewhere classified、Cancer。主题标签:none (&# 946、hospital (&# 946、adjusted odds ratio、19 ], married、quantitative study comprised、cervical cancer screening、cervical cancer prevention、cervical cancer、study intends、methods study。

【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/Characteristics_of_the_health_professionals_/25022447

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

规范引用:Dangal, Ganesh; Dhital, Rolina; Dwa, Yam Prasad; Poudel, Sandesh; Pariyar, Jitendra; Subedi, Kirtipal (2024). Characteristics of the health professionals.. PLOS Global Public Health. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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 2.xls" "https://ndownloader.figshare.com/files/44117234"

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

In Nepal, cervical cancer is the most common cancer among women despite the existing policies. This study intends to assess the implementation of cervical cancer prevention and screening through service utilization by women, knowledge and attitude among health professionals, and the perceptions of stakeholders in Nepal. This mixed-methods study was conducted in 2022 across five tertiary hospitals in Kathmandu, Nepal. The quantitative study comprised the health professionals and women attending gynecology outpatient clinics from the selected hospitals. The qualitative study comprised stakeholders including service providers and experts on cervical cancer from selected hospitals, civil societies, and the Ministry of Health and Population. The utilization of screening through pap smear among 657 women across five hospitals was 22.2% and HPV vaccination was 1.5%. The utilization of cervical cancer screening was associated with older age [adjusted odds ratio (AOR) = 1.09, CI: 1.07, 8.19], married (AOR = 3.024, CI: 1.12, 8.19), higher education (AOR = 3.024, CI:1.12, 8.42), oral contraceptives use (AOR = 2.49, CI: 1.36, 4.39), and ever heard of cervical cancer screening (AOR = 13.28, CI: 6.85, 25.73). Among 254 health professionals, the knowledge score was positively associated with them ever having a training [Standardized Beta (β) = 0.20, CI: 0.44, 2.43)] and having outreach activities in their hospital (β = 0.19 CI: 0.89, 9.53) regarding cervical cancer screening. The female as compared to male health professionals (β = 0.16, CI: 0.41, 8.16, P = 0.03) and having a cervical cancer screening guideline as compared to none (β = 0.19 CI: 0.89, 9.53, P = 0.026) were more likely to have a better attitude for screening. The qualitative findings among 23 stakeholders reflected implementation challenges in policy, supply, service delivery, providers, and community. This study showed low utilization of prevention and services by women and implementation gaps on cervical cancer prevention and screening services across five tertiary hospitals in Kathmandu, Nepal. The findings could help designing more focused interventions.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0002832.t002(source: https://plos.figshare.com/articles/dataset/Characteristics_of_the_health_professionals_/25022447)。

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