2026年成人与青少年抗逆转录病毒治疗项目预测
津巴布韦11家医疗机构ART成本数据,基于TDABC方法采集,预测2026年成人和青少年治疗费用,评估资源分配效率。

基本信息
资源简介
2026年成人与青少年抗逆转录病毒治疗项目预测
【数据集背景】
本数据集源站标题为《Adult and Adolescent ART Projections to 2026.》。源站首次发布:2026-03-25。
【数据内容】
源站原始描述:Although ART has transformed HIV into a manageable chronic condition, significant cost and logistical challenges persist, threatening progress toward the UNAIDS 95-95-95 targets. Budget allocation to the health sector declined by over 30% in the last decade in Zimbabwe, attributed to donor fatigue and emergence of pandemics. The time-driven activity-based costing (TDABC) method was used to estimate the provider costs of ART and inform resource allocation for sustained ART programming. A descript…
【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.0345316.t002。
【主题与分类】
源站学科分类:Medicine、Ecology、Biological Sciences not elsewhere classified、Science Policy、Infectious Diseases。主题标签:threatening progress toward、subject matter experts、medicines ($ 27、manageable chronic condition、logistical challenges persist、higher patient volume、health sector declined、document resource use、optimizing laboratory systems、sustained art programming。
【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_Adult_and_Adolescent_ART_Projections_to_2026_p_/31853585
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Nyamasve, Juliet Gamuchirai; Pindiriri, Carren; Mapako, Tonderai; Ingwani, Alex; Corbin, Shevone; Mugurungi, Owen; et al. (2026). Adult and Adolescent ART Projections to 2026.. PLOS ONE. Dataset
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)
- 源站标题:<p>Adult and Adolescent ART Projections to 2026.</p>
- DOI:10.1371/journal.pone.0345316.t002
- 发布日期:2026-03-25
- 文件数:1 个
- 文件总体积:5.63 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Adult_and_Adolescent_ART_Projections_to_2026_p_/31853585
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/63100385"
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
Although ART has transformed HIV into a manageable chronic condition, significant cost and logistical challenges persist, threatening progress toward the UNAIDS 95-95-95 targets. Budget allocation to the health sector declined by over 30% in the last decade in Zimbabwe, attributed to donor fatigue and emergence of pandemics. The time-driven activity-based costing (TDABC) method was used to estimate the provider costs of ART and inform resource allocation for sustained ART programming. A descriptive cross-sectional study in 11 facilities across Zimbabwe’s four levels of care collected data using standardized instruments, capturing over 2,500 provider-recipient observations. Process maps of HIV care pathways were developed with subject matter experts to document resource use and standard of care. Time taken to deliver ART services, cost of space and cost of equipment were used to calculate costs and validated by national level stakeholders. In 2022, annual provider costs for ART in totalled $168.66 million for 1.2 million patients. National costs are projected to $192.44 million by 2026, attributed to declining HIV-related mortality and incidence. Primary care facilities bore 75% of costs due to higher patient volume. Provider costs averaged $57.05 for adult ART initiation and $62.70 for paediatric initiation. First-year ART costs per client were $252.78 (adult) and $450.56 (paediatric). Annual maintenance costs were $138.93 for first-line and $174.93 for second-line ART. Laboratory services ($30.72) contributed more to adult ART costs than medicines ($27.98). ART costs exceeded prior estimates, driven by facility-level differences, laboratory expenses, and paediatric formulations. Task-shifting proved cost-efficient, but sustainability is threatened by funding gaps and low health worker compensation. Optimizing laboratory systems and decentralizing services remain critical. External funding withdrawal created an annual gap of more than $50 million. Sustaining ART to 2030, requires improving domestic resource mobilization, strengthening ART decentralization, and designing cost-efficient laboratory models that preserve treatment quality.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0345316.t002(source: https://plos.figshare.com/articles/dataset/_p_Adult_and_Adolescent_ART_Projections_to_2026_p_/31853585)。
数据缺失?
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