宫颈癌筛查障碍数据集-88796

加纳宫颈癌筛查障碍混合方法研究数据集,包含215名妇女和17名医护人员的调查及访谈数据,用于分析筛查障碍因素。

NIAID Data Ecosystem
浏览 4
多模态分类Cervical CancerScreeningBarriersDynamic Sustainability Framework (DSF)Mixed-methodsGhana
Data Set for Barriers in Cervical cancer Screening

基本信息

模态
多模态
大小
0.000795033 GB
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

宫颈癌筛查障碍数据集

【一句话概览】

本数据集是 figshare 公开的多模态数据集,收录 4 个文件、合计 795.03 KB,主题涵盖 Cervical Cancer、Screening、Barriers、Dynamic Sustainability Framework (DSF)、Mixed-methods,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《Data Set for Barriers in Cervical cancer Screening》。项目资助方:Institute of Global Cancer Prevention Research (IGCPR). Masonic Cancer Center, University of Minnesota.。源站首次发布:2024-09-27。

【数据内容】

源站原始描述:Cervical cancer screening has reduced cervical cancer-related mortality by over 70% in countries that have achieved high coverage. However, there are significant geographic disparities in access to screening. In Ghana, although cervical cancer is the second most common cancer in women, there is no national-level cervical cancer screening program, and only 2 to 4% of eligible Ghanaian women have ever been screened for cervical cancer. This study used an exploratory, sequential mixed-methods appro…

主表 G_womens.csv 含 46 列、样本前 217 行结构完整。

【数据结构与技术规格】

文件数 4 个,合计 795.03 KB。G_womens.csv:text/csv,89.18 KB。Ghana Survey -Women_.pdf:application/pdf,221.19 KB。Ghana Survey - Clinician and Laboratory.pdf:application/pdf,153.46 KB。数据集 DOI:10.6084/m9.figshare.27119364.v1。

【主题与分类】

源站学科分类:Preventative health care。主题标签:Cervical Cancer、Screening、Barriers、Dynamic Sustainability Framework (DSF)、Mixed-methods、Ghana。

【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。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://figshare.com/articles/dataset/Data_Set_for_Barriers_in_Cervical_cancer_Screening/27119364

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

规范引用:BOAMAH MENSAH, ADWOA BEMAH (2024). Data Set for Barriers in Cervical cancer Screening. figshare. Dataset

【使用注意】

· 源站最后修改于 2025-03-04,引用时请注意版本时效。

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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 "G_womens.csv" "https://ndownloader.figshare.com/files/49449129"
curl -L -o "Ghana Survey -Women_.pdf" "https://ndownloader.figshare.com/files/49449138"
curl -L -o "Ghana Survey - Clinician and Laboratory.pdf" "https://ndownloader.figshare.com/files/49449141"
curl -L -o "Health Worker Survey Transcripts.zip" "https://ndownloader.figshare.com/files/49450029"

文件清单

  • G_womens.csv(89.18 KB)
  • Ghana Survey -Women_.pdf(221.19 KB)
  • Ghana Survey - Clinician and Laboratory.pdf(153.46 KB)
  • Health Worker Survey Transcripts.zip(331.20 KB)

文件总体积 795.03 KB(源站 API 实测)。

数据说明

Cervical cancer screening has reduced cervical cancer-related mortality by over 70% in countries that have achieved high coverage. However, there are significant geographic disparities in access to screening. In Ghana, although cervical cancer is the second most common cancer in women, there is no national-level cervical cancer screening program, and only 2 to 4% of eligible Ghanaian women have ever been screened for cervical cancer. This study used an exploratory, sequential mixed-methods approach to examine barriers and facilitators to cervical cancer screening from women and healthcare workers perspectives, guided by the Dynamic Sustainability Framework. Two convenience samples of 215 women and 17 healthcare personnel were recruited for this study. All participants were from one of three selected clinics (Ejisu Government Hospital, Kumasi South Hospital, and the Suntreso Government Hospital) in the Ashanti region of Ghana. Descriptive analyses were used to group the data by practice setting and ecological system. Statistical differences in means and proportions were used to evaluate women’s barriers to cervical cancer screening. Quantitative findings from the women’s survey informed qualitative, in-depth interviews with the healthcare workers and analyzed using an inductive thematic analysis. The median age of women and healthcare workers was 37.0 years and 38.0 years respectively. Most women (n=194, 90.2%) reported never having been screened. Women who had not been screened were more likely to have no college or university education. Ecologic factors identified were lack of knowledge about available services, distance to a clinic and requiring a spouse’s permission prior to scheduling. Practice setting barriers included long clinic wait times and culturally sensitive issue. The quantitative and qualitative data were integrated in the data collection stage, results, and subsequent discussion. These findings highlight the need for non-clinician-based culturally sensitive tool options for screening such as self-collected HPV tests to increase screening participation in Ghana.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.27119364.v1(source: https://figshare.com/articles/dataset/Data_Set_for_Barriers_in_Cervical_cancer_Screening/27119364)。

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