印度结核病护理私营部门参与试点成本数据集

数据集获取（Figshare）

• 源站标题：What would it cost to scale-up private sector engagement efforts for tuberculosis care? Evidence from three pilot programs in India
• DOI：10.1371/journal.pone.0214928
• 发布日期：2019-06-05
• 文件数：2 个
• 文件总体积：29.83 KB
• 源站页面：https://plos.figshare.com/articles/dataset/What_would_it_cost_to_scale-up_private_sector_engagement_efforts_for_tuberculosis_care_Evidence_from_three_pilot_programs_in_India/8231591

命令行下载

curl -L -o "pone.0214928.s001.docx" "https://ndownloader.figshare.com/files/15345410"
curl -L -o "pone.0214928.s002.docx" "https://ndownloader.figshare.com/files/15345413"

文件清单

• pone.0214928.s001.docx（15.03 KB）
• pone.0214928.s002.docx（14.80 KB）

文件总体积 29.83 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
Private providers dominate health care in India and provide most tuberculosis (TB) care. Yet efforts to engage private providers were viewed as unsustainably expensive. Three private provider engagement pilots were implemented in Patna, Mumbai and Mehsana in 2014 based on the recommendations in the National Strategic Plan for TB Control, 2012–17. These pilots sought to improve diagnosis and treatment of TB and increase case notifications by offering free drugs and diagnostics for patients who sought care among private providers, and monetary incentives for providers in one of the pilots. As these pilots demonstrated much higher levels of effectiveness than previously documented, we sought to understand program implementation costs and predict costs for their national scale-up.
Methods and findings
We developed a common cost structure across these three pilots comprising fixed and variable cost components. We conducted a retrospective, activity-based costing analysis using programmatic data and qualitative interviews with the respective program managers. We estimated the average recurring costs per TB case at different levels of program scale for the three pilots. We used these cost estimates to calculate the budget required for a national scale up of such pilots. The average cost per privately-notified TB case for Patna, Mumbai and Mehsana was estimated to be US$95, US$110 and US$50, respectively, in May 2016 when these pilots were estimated to cover 50%, 36% and 100% of the total private TB patients, respectively. For Patna and Mumbai pilots, the average cost per case at full scale, i.e. 100% coverage of private TB patients, was projected to be US$91 and US$101, respectively. In comparison, the national TB program’s budget for 2015 averages out to $150 per notified TB case. The total annual additional budget for a national scale up of these pilots was estimated to be US$267 million.
Conclusions
As India seeks to eliminate TB, extensive national engagement of private providers will be required. The cost per privately-notified TB case from these pilots is comparable to that already being spent by the public sector and to the projected cost per privatel

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0214928（source: https://plos.figshare.com/articles/dataset/What_would_it_cost_to_scale-up_private_sector_engagement_efforts_for_tuberculosis_care_Evidence_from_three_pilot_programs_in_India/8231591）。