坦桑尼亚晚期HIV患者ART服务成本数据集

坦桑尼亚一项随机试验中,晚期HIV患者在公共卫生中心接受ART服务的成本数据,包含药物、门诊、住院等费用构成。

NIAID Data Ecosystem
浏览 12
表格HIV diseasehealth care strategies Backgroundhealth service providerCD 4 cell counthealth service resourceshealth care delivery strategiesantiretroviral therapy servicesyear periodpatient year costsCIIQRhome-based adherence support
The costs of providing antiretroviral therapy services to HIV-infected individuals presenting with advanced HIV disease at public health centres in Dar es Salaam, Tanzania: Findings from a randomised trial evaluating different health care strategies

基本信息

模态
表格
大小
0.000142962 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

坦桑尼亚晚期HIV患者ART服务成本数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 3 个文件、合计 142.96 KB,主题涵盖 HIV disease、health care strategies Background、health service provider、CD 4 cell count、health service resources,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《The costs of providing antiretroviral therapy services to HIV-infected individuals presenting with advanced HIV disease at public health centres in Dar es Salaam, Tanzania: Findings from a randomised trial evaluating different health care strategies》。配套论文《The costs of providing antiretroviral therapy services to HIV-infected individuals presenting with advanced HIV disease at public health centres in Dar es Salaam, Tanzania: Findings from a randomised trial evaluating different health care strategies》发表于 PLOS ONE(2017),DOI:10.1371/journal.pone.0171917。源站首次发布:2017-02-24。

【数据内容】

源站原始描述:Background Understanding the costs associated with health care delivery strategies is essential for planning. There are few data on health service resources used by patients and their associated costs within antiretroviral (ART) programmes in Africa. Material and methods The study was nested within a large trial, which evaluated screening for cryptococcal meningitis and tuberculosis and a short initial period of home-based adherence support for patients initiating ART with advanced HIV disease i…

【数据结构与技术规格】

文件数 3 个,合计 142.96 KB。pone.0171917.s001.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,49.65 KB。pone.0171917.s002.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,47.42 KB。pone.0171917.s003.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,45.89 KB。数据集 DOI:10.1371/journal.pone.0171917。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Cancer、Science Policy、Infectious Diseases。主题标签:HIV disease、health care strategies Background、health service provider、CD 4 cell count、health service resources、health care delivery strategies、antiretroviral therapy services、year period、patient year costs、CI。

【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_costs_of_providing_antiretroviral_therapy_services_to_HIV-infected_individuals_presenting_with_advanced_HIV_disease_at_public_health_centres_in_Dar_es_Salaam_Tanzania_Findings_from_a_randomised_trial_evaluating_different_health_care_strategies/4691449

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

规范引用:Kimaro, Godfather Dickson; Mfinanga, Sayoki; Simms, Victoria; Kivuyo, Sokoine; Bottomley, Christian; Hawkins, Neil; et al. (2017). The costs of providing antiretroviral therapy services to HIV-infected individuals presenting with advanced HIV disease at public health centres in Dar es Salaam, Tanzan…

【使用注意】

· 源站最后修改于 2023-05-31,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 "pone.0171917.s001.docx" "https://ndownloader.figshare.com/files/7653844"
curl -L -o "pone.0171917.s002.docx" "https://ndownloader.figshare.com/files/7653850"
curl -L -o "pone.0171917.s003.docx" "https://ndownloader.figshare.com/files/7653856"

文件清单

  • pone.0171917.s001.docx(49.65 KB)
  • pone.0171917.s002.docx(47.42 KB)
  • pone.0171917.s003.docx(45.89 KB)

文件总体积 142.96 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
Understanding the costs associated with health care delivery strategies is essential for planning. There are few data on health service resources used by patients and their associated costs within antiretroviral (ART) programmes in Africa.
Material and methods
The study was nested within a large trial, which evaluated screening for cryptococcal meningitis and tuberculosis and a short initial period of home-based adherence support for patients initiating ART with advanced HIV disease in Tanzania and Zambia. The economic evaluation was done in Tanzania alone. We estimated costs of providing routine ART services from the health service provider’'s perspective using a micro-costing approach. Incremental costs for the different novel components of service delivery were also estimated. All costs were converted into US dollars (US$) and based on 2012 prices.
Results
Of 870 individuals enrolled in Tanzania, 434 were enrolled in the intervention arm and 436 in the standard care/control arm. Overall, the median (IQR) age and CD4 cell count at enrolment were 38 [31, 44] years and 52 [20, 89] cells/mm3, respectively. The mean per patient costs over the first three months and over a one year period of follow up following ART initiation in the standard care arm were US$ 107 (95%CI 101–112) and US$ 265 (95%CI 254–275) respectively. ART drugs, clinic visits and hospital admission constituted 50%, 19%, and 19% of the total cost per patient year, while diagnostic tests and non-ART drugs (co-trimoxazole) accounted for 10% and 2% of total per patient year costs. The incremental costs of the intervention to the health service over the first three months was US$ 59 (p<0.001; 95%CI 52–67) and over a one year period was US$ 67(p<0.001; 95%CI 50–83). This is equivalent to an increase of 55% (95%CI 51%–59%) in the mean cost of care over the first three months, and 25% (95%CI 20%–30%) increase over one year of follow up.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0171917(source: https://plos.figshare.com/articles/dataset/The_costs_of_providing_antiretroviral_therapy_services_to_HIV-infected_individuals_presenting_with_advanced_HIV_disease_at_public_health_centres_in_Dar_es_Salaam_Tanzania_Findings_from_a_randomised_trial_evaluating_different_health_care_strategies/4691449)。

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