法国淋巴水肿患者自付费用、垂直公平性与未满足医疗需求：一项全国多中心前瞻性研究

数据集获取（Figshare）

• 源站标题：Out-of-pocket payments, vertical equity and unmet medical needs in France: A national multicenter prospective study on lymphedema
• DOI：10.1371/journal.pone.0216386
• 发布日期：2019-05-08
• 文件数：2 个
• 文件总体积：1.31 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Out-of-pocket_payments_vertical_equity_and_unmet_medical_needs_in_France_A_national_multicenter_prospective_study_on_lymphedema/8096198

命令行下载

curl -L -o "pone.0216386.s001.doc" "https://ndownloader.figshare.com/files/15105521"
curl -L -o "pone.0216386.s002.xlsx" "https://ndownloader.figshare.com/files/15105524"

文件清单

• pone.0216386.s001.doc（1.25 MB）
• pone.0216386.s002.xlsx（55.80 KB）

文件总体积 1.31 MB（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

Out-of-pocket payments might threaten the vertical equity of financing and generate unmet medical needs. The main objective was to assess the vertical equity of outpatient out-of-pocket payments for lymphedema patients in France. Twenty-seven centres, among which 11 secondary care hospitals and 16 primary care practices participated in this prospective national multicenter study. We measured the lymphedema-specific outpatient out-of-pocket payments over 6 months. The vertical equity of out-of-pocket payments was examined using concentration curves, the Gini coefficient for income, the Kakwani index, and the Reynolds-Smolensky index. We included 231 lymphedema patients aged 7 years or more, living in metropolitan France, and being able to use Internet and email. After voluntary health insurance reimbursement, the mean out-of-pocket payment was equal to 101.4 Euros per month, mainly due to transport (32%) and medical devices (26%). Concentration curves indicated regressivity of out-of-pocket payments. Total out-of-pocket payments represented 10.1% of the income by consumption unit for the poorest quintile and 3.5% for the wealthiest (pRegarding outpatient health care, French lymphedema patients face significant and regressive out-of-pocket payments, associated with an increased risk of unmet medical needs. Such results shed light on significant socioeconomic inequalities and bring into question the current financing arrangements of outpatient health care in France.
Trial registration: ClinicalTrials.gov ID: NCT02988479

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0216386（source: https://plos.figshare.com/articles/dataset/Out-of-pocket_payments_vertical_equity_and_unmet_medical_needs_in_France_A_national_multicenter_prospective_study_on_lymphedema/8096198）。