2023年格鲁吉亚初级卫生保健提供者关于癌症筛查推荐和转诊的知识、态度与实践

2023年格鲁吉亚初级卫生保健提供者对癌症筛查推荐和转诊的知识、态度与实践的横断面调查数据,包含2958名医生和护士的问卷结果。

Figshare
2025-11-24 更新
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表格Cancer screeningprimary healthcarereferral practiceshealthcare providerspolicy reformGeorgia (country)
Primary healthcare providers’ knowledge, attitudes, and practices regarding cancer screening recommendation and referral in Georgia, 2023

基本信息

模态
表格
大小
0.000175205 GB
许可
CC BY 4.0
创建/更新时间
2025-11-24
版本
v1

资源简介

2023年格鲁吉亚初级卫生保健提供者关于癌症筛查推荐和转诊的知识、态度与实践

【数据集背景】

本数据集源站标题为《Primary healthcare providers’ knowledge, attitudes, and practices regarding cancer screening recommendation and referral in Georgia, 2023》。配套论文《Primary healthcare providers’ knowledge, attitudes, and practices regarding cancer screening recommendation and referral in Georgia, 2023》发表于 European Journal of General Practice(2025),DOI:10.1080/13814788.2025.2582292。项目资助方:The study was funded by the state health promotion program supported by the Government of Georgia. This work was also supported by the University of California, San Francisco’s International Traineeships in AIDS Prevention Studies (ITAPS), U.S. NIMH, R25MH123256; and the CV Starr Foundation. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH, NIMH, FIC or other funding institutes.。源站首次发布:2025-11-24。

【数据内容】

源站原始描述:Cancer screening uptake in Georgia is only 13%. We aimed to assess cancer screening recommendations and referral practices among primary health care providers (PHC) and factors associated with these practices. We conducted a cross-sectional survey of 2,958 doctors and nurses in PHC in November 2023, using descriptive, bivariate, and multivariate analyses to assess the association between provider characteristics, system-level factors, and practices in recommending and referring for cancer screen…

【数据结构与技术规格】

文件数 2 个,合计 175.21 KB。ejgp-2025-0033-File002.doc:application/msword,135.17 KB。ejgp-2025-0033-File003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,40.04 KB。数据集 DOI:10.6084/m9.figshare.30696139.v1。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Environmental Sciences not elsewhere classified、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:Cancer screening、primary healthcare、referral practices、healthcare providers、policy reform、Georgia (country)。

【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://tandf.figshare.com/articles/dataset/Primary_healthcare_providers_knowledge_attitudes_and_practices_regarding_cancer_screening_recommendation_and_referral_in_Georgia_2023/30696139

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

规范引用:Primary healthcare providers’ knowledge, attitudes, and practices regarding cancer screening recommendation and referral in Georgia, 2023. Taylor & Francis. Topuridze, Marina; Kareli, Ana; Javashvili, Givi; Kiknadze, Nino; Shiukashvili, Nino; Todua, Teona; et al

【使用注意】

· 源站最后修改于 2025-12-19,引用时请注意版本时效。

官方服务

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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。

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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 "ejgp-2025-0033-File002.doc" "https://ndownloader.figshare.com/files/59805013"
curl -L -o "ejgp-2025-0033-File003.docx" "https://ndownloader.figshare.com/files/59805019"

文件清单

  • ejgp-2025-0033-File002.doc(135.17 KB)
  • ejgp-2025-0033-File003.docx(40.04 KB)

文件总体积 175.21 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

Cancer screening uptake in Georgia is only 13%. We aimed to assess cancer screening recommendations and referral practices among primary health care providers (PHC) and factors associated with these practices.
We conducted a cross-sectional survey of 2,958 doctors and nurses in PHC in November 2023, using descriptive, bivariate, and multivariate analyses to assess the association between provider characteristics, system-level factors, and practices in recommending and referring for cancer screening.
Respondents were predominantly female (95%), mean age of 57.5 years, family doctors (56%), with >20 years’ work experience (60%) and rural practice (67%). Almost all (98%) reported actively recommending and referring patients for cancer screening; however, 64.7% did so for only 1–5 patients per week, while 12% reported none. Predictors of higher recommendation and referral rates (≥6 patients per week) included being a family doctor (AOR 1.36; 95% CI: 1.11–1.67; p = 0.003), working in the capital city – Tbilisi (AOR 1.36; 95% CI: 1.14–1.95; p = 0.003), receiving comprehensive cancer screening training (AOR 1.49; 95% CI: 1.04–1.68; p = 0.024), reporting adequate infrastructure (AOR 1.39; 95% CI: 1.07–1.81; p = 0.015), reporting proper public promotion (AOR 1.41; 95% CI: 1.12–1.78; p = 0.003), and perceiving screening as part of their role (AOR 1.87; 95% CI: 1.52–2.30; p Despite strong belief in cancer screening, recommendation and referral rates remain low, underscoring the urgent need for policy reforms to enhance education, raise awareness, and improve infrastructure for effective cancer screening initiatives.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.30696139.v1(source: https://tandf.figshare.com/articles/dataset/Primary_healthcare_providers_knowledge_attitudes_and_practices_regarding_cancer_screening_recommendation_and_referral_in_Georgia_2023/30696139)。

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