2022年T1International横断面网络调查：胰岛素和糖尿病用品的自付费用与配给（数据表1）

数据集获取（Figshare）

• 源站标题：Data Sheet 1_Out-of-pocket expenses and rationing of insulin and diabetes supplies: findings from the 2022 T1International cross-sectional web-based survey.pdf
• DOI：10.3389/fcdhc.2024.1293882.s001
• 发布日期：2024-04-22
• 文件数：1 个
• 文件总体积：75.92 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Out-of-pocket_expenses_and_rationing_of_insulin_and_diabetes_supplies_findings_from_the_2022_T1International_cross-sectional_web-based_survey_pdf/25662378

命令行下载

curl -L -o "Data Sheet 1_Out-of-pocket expenses and rationing of insulin and diabetes supplies: findings from the 2022 T1International cross-sectional web-based s.pdf" "https://ndownloader.figshare.com/files/45777780"

文件清单

• Data Sheet 1_Out-of-pocket expenses and rationing of insulin and diabetes supplies: findings from the 2022 T1International cross-sectional web-based s.pdf（75.92 KB）

文件总体积 75.92 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

IntroductionContinue investigating Out-of-Pocket Expenses (OoPEs) and rationing of insulin and diabetes supplies, including impacts of the COVID-19 pandemic, for people with type 1 diabetes (T1D).
MethodsA cross-sectional web-based survey was conducted in English and advertised by T1International’s global network of patient advocates from May through September 2022. Participants provided monthly OoPEs and rationing frequency for insulin and supplies, impacts of the COVID-19 pandemic, and open-ended comments.
ResultsIn the seven most represented countries, mean monthly OoPEs were highest in the United States, followed by Panama, Canada, and India, and were much lower in the United Kingdom, Germany, and Sweden. OoPEs were highest for participants with partial healthcare coverage, followed by those with no healthcare coverage. The COVID-19 pandemic negatively impacted access and/or affordability of insulin and/or supplies for over half of participants. Globally, 19.5% reported insulin rationing and 36.6% reported rationing glucose testing supplies. Qualitative analysis of open-ended responses identified themes such as ‘mental health impacts’ and ‘limits to life choices.’
DiscussionHigh OoPEs lead to rationing of insulin and supplies for many people with T1D globally. Healthcare systems improvements and price reductions of insulin and supplies are needed to ensure adequate, equitable access for all.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fcdhc.2024.1293882.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Out-of-pocket_expenses_and_rationing_of_insulin_and_diabetes_supplies_findings_from_the_2022_T1International_cross-sectional_web-based_survey_pdf/25662378）。