人口统计学特征(HIV差异化服务交付研究)

尼日利亚HIV感染者和医护人员的定性访谈数据,用于评估差异化服务交付模型的影响因素和用户体验。

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2025-05-27 更新
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Demographics Characteristics.

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
2025-05-27
版本
v1

资源简介

人口统计学特征(HIV差异化服务交付研究)

【数据集背景】

本数据集源站标题为《Demographics Characteristics.》。源站首次发布:2025-05-27。

【数据内容】

源站原始描述:Nigeria, home to approximately 1.9 million people living with HIV (PLHIV), faces significant challenges in providing adequate care and treatment to the teeming number of PLHIV, particularly following the adoption of the ‘test and treat’ policy and the HIV ‘SURGE’ initiative. The Differentiated Service Delivery (DSD) model was introduced to address the increased burden on the healthcare system, offering patient-centered care through diverse methods like community-based care, fast-track drug refil…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 2.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0309254.t002。

【主题与分类】

源站学科分类:Biotechnology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:track drug refills、suppressed viral loads、sti control program、primary factors influencing、least one year、identify emergent patterns、high service costs、focus group discussions、differentiated service delivery、addressing financial barriers。

【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/Demographics_Characteristics_/29156510

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

规范引用:Ezenduka, Johnbaptist; Nwaokennaya, Peter; Obasa, Gbenga Benjamin; Ogbeke, Geoffrey; Onuorah, Ogonna; Abubakar, Lawal; et al. (2025). Demographics 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 2.xls" "https://ndownloader.figshare.com/files/54862571"

文件清单

  • Table 2.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

Nigeria, home to approximately 1.9 million people living with HIV (PLHIV), faces significant challenges in providing adequate care and treatment to the teeming number of PLHIV, particularly following the adoption of the ‘test and treat’ policy and the HIV ‘SURGE’ initiative. The Differentiated Service Delivery (DSD) model was introduced to address the increased burden on the healthcare system, offering patient-centered care through diverse methods like community-based care, fast-track drug refills, and task-shifting to lower-level healthcare providers. This study, conducted by the National AIDS and STI Control Program (NASCP) in collaboration with ICAP at Columbia University, evaluates the perspectives of healthcare workers and PLHIV on DSD programs in Nigeria.
This is a qualitative study involving key informant interviews (KIIs) with 12 healthcare workers and focus group discussions (FGDs) with 153 PLHIV across four Nigerian states (Anambra, Kaduna, Lagos, Taraba). Healthcare workers with at least one year of ART service experience and PLHIV on ART for at least one year with suppressed viral loads were included in the study. Data was analyzed using an inductive, thematic approach to identify emergent patterns and themes. The study revealed that DSD models, such as peer-led Facility ART groups and community pharmacy ART refills, were widely implemented. The primary factors influencing the deployment of DSD models included client convenience and the need to alleviate healthcare worker load. Positive experiences with DSD were associated with convenience, confidentiality, and affordability, whereas negative perceptions stemmed from high service costs, poor healthcare worker attitudes, and confidentiality concerns. Additionally, the study highlighted the necessity for continuous training of healthcare workers, engagement with PLHIV, and increased awareness programs to improve DSD service delivery. Overall, the study underscores the importance of addressing financial barriers, enhancing healthcare worker training, and ensuring confidentiality in optimizing DSD models and improving HIV care outcomes in Nigeria.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0309254.t002(source: https://plos.figshare.com/articles/dataset/Demographics_Characteristics_/29156510)。

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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