FGS透明度矩阵

关于女性生殖器血吸虫病(FGS)多国虚拟培训项目的混合方法研究数据,包含定量和定性调查。

Figshare
2025-12-08 更新
浏览 19
表格、文本training certification ledmixed methods analysislevel professional impactsgenerating new ideascountry virtual trainingcontinuing professional development088 community membersexternal connections ledparticipants reported engagingparticipants received supportpromoted local actionhealth care workers
The FGS transparency matrix.

基本信息

模态
表格、文本
大小
0.000017339 GB
许可
CC BY 4.0
创建/更新时间
2025-12-08
版本
v1

资源简介

FGS透明度矩阵

【数据集背景】

本数据集源站标题为《The FGS transparency matrix.》。源站首次发布:2025-12-08。

【数据内容】

源站原始描述:Existing medical curricula and continuing professional development for infectious diseases have been largely driven by materials from higher-income countries and exclude teaching about FGS. In 2023, The Geneva Learning Foundation’s peer learning-to-action model was used to create a multi-country virtual training program to address this gap and empower local healthcare workers in endemic countries. During Phase 1, participants learned about FGS and developed an action plan to address it. In Phase…

【数据结构与技术规格】

文件数 1 个,合计 17.34 KB。pgph.0004235.s002.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,17.34 KB。数据集 DOI:10.1371/journal.pgph.0004235.s002。

【主题与分类】

源站学科分类:Science Policy、Biological Sciences not elsewhere classified。主题标签:training certification led、mixed methods analysis、level professional impacts、generating new ideas、country virtual training、continuing professional development、088 community members、external connections led、participants reported engaging、participants received support。

【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/The_FGS_transparency_matrix_/30824802

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

规范引用:Eller, Kari; Nwoku, Kelechi Amy; Sadki, Reda; Vecchio, Nicole; Pensotti, Caroline; Mbuh, Charlotte Njua; et al. (2025). The FGS transparency matrix.. PLOS Global Public Health. Dataset

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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 "pgph.0004235.s002.xlsx" "https://ndownloader.figshare.com/files/60205608"

文件清单

  • pgph.0004235.s002.xlsx(17.34 KB)

文件总体积 17.34 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

Existing medical curricula and continuing professional development for infectious diseases have been largely driven by materials from higher-income countries and exclude teaching about FGS. In 2023, The Geneva Learning Foundation’s peer learning-to-action model was used to create a multi-country virtual training program to address this gap and empower local healthcare workers in endemic countries. During Phase 1, participants learned about FGS and developed an action plan to address it. In Phase 2, participants received support in implementing their action plans. To explore the learning approach and its ability to reach a diverse set of health care workers, we conducted a mixed methods study framed in the theoretical lens of connectivism. Quantitative and qualitative data were collected through online surveys, analyzed separately, and then integrated. Healthcare workers from 19 Francophone African countries, representing all levels of the health system, participated in Phase 1. Over two-thirds of Phase 1 participants reported an increase in FGS technical knowledge and trained 2,675 colleagues. About 85% of the Phase 1 participants found the peer review process beneficial, generating new ideas that strengthened their action planning. Phase 1 course completion was not significantly associated with profession or organization where a participant worked. Social/external connections led to personal growth and high-level professional impacts. The networks formed created valuable support systems for participants, and training certification led to opportunities for role expansion and promotion. 255 and 71 participants completed Phase 1 and 2, respectively. All participants reported engaging and teaching 49,088 community members about FGS. Peer connections and local knowledge exchange addressed immediate educational needs across health system levels and promoted local action. The virtual peer learning-to-action model successfully reached diverse learners, equipping them with knowledge they directly applied to challenging problems in their contexts, effectively decolonizing the approach to FGS.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0004235.s002(source: https://plos.figshare.com/articles/dataset/The_FGS_transparency_matrix_/30824802)。

数据缺失?

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