参与者的人口统计学特征

加纳HIV治疗依从性的医疗提供者视角定性访谈数据集。

NIAID Data Ecosystem
浏览 12
文本long waiting timesextended appointment intervalsimprove art uptakeart sites accessibleart clinic withinseven thematic areasrelated challenges identifieddrug side effectsclients &# 8217improved art uptakeimproved art retentioninterrupted treatment often
Demographic characteristics of participants.

基本信息

模态
文本
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

参与者的人口统计学特征

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 long waiting times、extended appointment intervals、improve art uptake、art sites accessible、art clinic within,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Demographic characteristics of participants.》。源站首次发布:2025-10-03。

【数据内容】

源站原始描述:Background In Ghana, poor treatment adherence among persons living with HIV (PLHIV) affects the effective treatment and management of HIV/AIDS. A key limitation in addressing the antiretroviral therapy (ART) adherence challenge is the skewed nature of the existing literature on the topic, as much of the research on ART adherence has focused on patient-reported experiences, failing to capture the perspectives of healthcare providers involved in ART delivery. Objective We ascertained healthcare pr…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0333695.t001。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签:long waiting times、extended appointment intervals、improve art uptake、art sites accessible、art clinic within、seven thematic areas、related challenges identified、drug side effects、clients &# 8217、improved art uptake。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Demographic_characteristics_of_participants_/30274729

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

规范引用:Tarkang, Elvis Enowbeyang; Manu, Emmanuel; Aku, Fortres Yayra; Komesuor, Joyce; Charles-Unadike, Veronica; Khuzwayo, Nelisiwe; et al. (2025). Demographic characteristics of participants.. 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/58484482"

文件清单

  • Table 1.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

Background
In Ghana, poor treatment adherence among persons living with HIV (PLHIV) affects the effective treatment and management of HIV/AIDS. A key limitation in addressing the antiretroviral therapy (ART) adherence challenge is the skewed nature of the existing literature on the topic, as much of the research on ART adherence has focused on patient-reported experiences, failing to capture the perspectives of healthcare providers involved in ART delivery.
Objective
We ascertained healthcare providers’ perspectives on ART adherence among PLHIV and their proffered recommendations for improved ART retention in the Volta Region of Ghana.
Methods
A total of eighteen healthcare providers offering ART services to PLHIV in the Volta Region of Ghana were purposefully recruited from five HIV sentinel sites and interviewed. The data was thematically analyzed using ATLAS.ti.
Results
The health workers’ experiences were categorized under seven thematic areas. These included difficulties in accessing healthcare providers, improvements in adherence to treatment, people who have interrupted treatment often being new clients, general improvements in health outcomes, financial challenges, persistent stigmatization, and varied levels of family awareness about clients’ status. The reasons for treatment interruption were categorized into fifteen areas. These factors included appointment intervals, healthcare workers, medication shortages, long waiting times, clients’ distance from the facility, forgetfulness, drug characteristics, financial challenges, stigmatization, drug side effects, lack of donor support, alternative treatment choices, misconceptions about HIV cures, and the location of the ART clinic within the health facility. Participants recommended making health facilities/ART sites accessible to communities, increased advocacy on HIV by PLHIV, extended appointment intervals, continuous availability of antiretroviral drugs (ARVs), community support in the treatment of HIV, improved counseling, public education on HIV to reduce stigmatization, government support, home dispensing of ARVs, regulating the activities of traditional herbalists and faith-based healers, and the e

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0333695.t001(source: https://plos.figshare.com/articles/dataset/Demographic_characteristics_of_participants_/30274729)。

数据缺失?

依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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