印度公共部门一线ART服务成本数据集（2007-2016）

数据集获取（Figshare）

• 源站标题：Decreasing cost of public sector first-line ART services in India from 2007-2008 to 2015-2016
• DOI：10.1371/journal.pone.0206988
• 发布日期：2018-11-12
• 文件数：2 个
• 文件总体积：40.37 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Decreasing_cost_of_public_sector_first-line_ART_services_in_India_from_2007-2008_to_2015-2016/7328774

命令行下载

curl -L -o "pone.0206988.s001.xlsx" "https://ndownloader.figshare.com/files/13537295"
curl -L -o "pone.0206988.s002.docx" "https://ndownloader.figshare.com/files/13537298"

文件清单

• pone.0206988.s001.xlsx（23.73 KB）
• pone.0206988.s002.docx（16.64 KB）

文件总体积 40.37 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

Introduction
India has scaled-up antiretroviral treatment (ART) in public sector facilities, but data to understand time trends of average cost of ART are limited.
Materials and methods
Cost and output data were collected at all public sector ART centres in undivided Andhra Pradesh (high-HIV burden state) and Rajasthan (low-HIV burden state) in India from fiscal year 2007–2008 to 2012–2013. Average cost per patient for first-line ART, and its relation with scale of services, were assessed. Using data on scale of services, the average cost was estimated up to 2015–2016. Break-even point was estimated from average and marginal cost functions. Costs were adjusted to 2015 constant price.
Results
The average cost per patient alive and on ART in 2015–2016 was US$162 in undivided Andhra Pradesh and US$186 in Rajasthan, which was 51.4% and 35.8% lower than in 2007–2008, respectively. Average ART drug cost declined by 27.2% during this period, and was 70.9% and 61.5% of the total ART cost in the two states in 2015–2016. The average cost other than ART drugs declined by 73.1% and 45.7%, with the number of patients served increasing 7 and 14.2 times, respectively. Average cost other than ART drugs had a significant negative relation with scale (R2 = 86.4%-82.8%, pConclusion
The average cost of providing first-line ART has declined in India, and further reduction is possible if the optimal scale of services is achieved. These findings can inform resource requirement for the ART programme in India.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0206988（source: https://plos.figshare.com/articles/dataset/Decreasing_cost_of_public_sector_first-line_ART_services_in_India_from_2007-2008_to_2015-2016/7328774）。