医疗服务提供者特征

法国巴黎地区家庭计划中心医疗提供者关于向撒哈拉以南非洲移民女性提供HIV暴露前预防(PrEP)的调查特征数据。

NIAID Data Ecosystem
浏览 6
表格top three barriersnew hiv diagnoseshiv prevention strategiesfamily planning centersdisproportionately high percentagedepartmental mailing listsbroaden prescriber roles22 %)primarilyreported prep prescriptionsreceived prep trainingincrease prep deliveryincluding prep training
Providers’ characteristics

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2026-10-09
版本
v1

资源简介

医疗服务提供者特征

【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 9.73 KB,主题涵盖 top three barriers、new hiv diagnoses、hiv prevention strategies、family planning centers、disproportionately high percentage,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《Providers’ characteristics.》。源站首次发布:2026-01-19。

【数据内容】

源站原始描述:Despite representing a disproportionately high percentage of new HIV diagnoses in France annually, women who have migrated from Sub-Saharan Africa (WMSSA) remain underserved by HIV prevention strategies, including Pre-Exposure Prophylaxis (PrEP). This study aimed to understand healthcare providers’ experiences and attitudes toward PrEP delivery to WMSSA within family planning centers (FPCs) of the Paris region in France. We conducted a web-based cross-sectional survey from February to June 2024…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0337510.t001。

【主题与分类】

源站学科分类:Biophysics、Pharmacology、Biotechnology、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:top three barriers、new hiv diagnoses、hiv prevention strategies、family planning centers、disproportionately high percentage、departmental mailing lists、broaden prescriber roles、22 %), primarily、reported prep prescriptions、received prep training。

【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/_p_Providers_characteristics_p_/31089157

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

规范引用:Liegeon, Geoffroy; Mason, Joseph A.; Friedman, Eleanor E.; Toribio, Myriam; Florence, Sophie; Villalon, Elena; et al. (2026). Providers’ characteristics.. PLOS ONE. 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 1.xls" "https://ndownloader.figshare.com/files/61099309"

文件清单

  • Table 1.xls(9.73 KB)

文件总体积 9.73 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

Despite representing a disproportionately high percentage of new HIV diagnoses in France annually, women who have migrated from Sub-Saharan Africa (WMSSA) remain underserved by HIV prevention strategies, including Pre-Exposure Prophylaxis (PrEP). This study aimed to understand healthcare providers’ experiences and attitudes toward PrEP delivery to WMSSA within family planning centers (FPCs) of the Paris region in France. We conducted a web-based cross-sectional survey from February to June 2024 to explore the knowledge, attitudes, and experiences of providers in FPCs in Paris and Seine-Saint-Denis (SSD) County. The survey link was emailed to FPC providers via their departmental mailing lists. Of the 284 providers who were contacted, 64 completed the survey (response rate of 23%). Respondents were predominantly women (95%), with a median age of 44 (IQR 35–53) and a median of 17.5 (IQR 10–26) years of professional experience. They worked as physicians (44%), midwives (34%), or nurses (22%), primarily in FPCs within SSD County (77%). All providers had heard of PrEP; 42% had already discussed it with a client; 28% reported PrEP prescriptions being offered in their FPC; and 21% had already prescribed it for a woman. Among participants, 42% had received PrEP training, and 53% rated their overall PrEP knowledge as good or very good. About one-third of providers reported feeling uncomfortable discussing or prescribing PrEP to women. The top three barriers to PrEP implementation were the lack of PrEP awareness among clients (32%), inadequate provider training (21%), and the limited number of PrEP prescribers in FPCs (21%). Providers endorsed multiple interventions to increase PrEP delivery, including PrEP training, educational materials, and policy shifts to broaden prescriber roles. FPC providers in Paris and SSD County have limited experience in delivering PrEP to women. Several facilitators were identified to inform PrEP implementation strategies at the provider, client and structural levels.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0337510.t001(source: https://plos.figshare.com/articles/dataset/_p_Providers_characteristics_p_/31089157)。

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