德国低风险黑色素瘤患者治愈支付意愿数据集

数据集获取（Figshare）

• 源站标题：Willingness to pay for a cure of low-risk melanoma patients in Germany
• DOI：10.1371/journal.pone.0197780
• 发布日期：2018-05-24
• 文件数：2 个
• 文件总体积：190.26 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Willingness_to_pay_for_a_cure_of_low-risk_melanoma_patients_in_Germany/6347531

命令行下载

curl -L -o "pone.0197780.s001.docx" "https://ndownloader.figshare.com/files/11639930"
curl -L -o "pone.0197780.s002.docx" "https://ndownloader.figshare.com/files/11639933"

文件清单

• pone.0197780.s001.docx（176.22 KB）
• pone.0197780.s002.docx（14.04 KB）

文件总体积 190.26 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

Malignant melanoma is potentially life-threatening but in most cases curable if detected early. Willingness to pay (WTP) is a preference-based construct that reflects burden of disease by assessment of the monetary value for a hypothetical cure from disease. Since WTP (directly as total amount of money) has not been assessed so far in patients with low risk melanoma, it was interesting to gain insights in this patient population and then, in a second step, compare it directly with the WTP of their treating dermato-oncologists. WTP was assessed in 125 patients with low-risk melanoma and additionally in 105 treating physicians, asking for the one-time and continuous payments they would be willing to make for a sustainable cure, both as absolute sums and as percentages of monthly income. The median WTP based on one-time payment was €10,000 for patients and €100,000 for physicians; relative numbers were 100% versus 300% of monthly income. For continuous monthly payments, WTP was €500 for patients and €1000 for physicians, relative numbers 25% and 50% of income, respectively. Even after controlling for income differences, there was a significantly higher WTP in physicians for all four questions. Compared to patients with chronic skin diseases such as vitiligo, rosacea, atopic eczema and psoriasis, patients with low-risk melanoma showed a significantly higher WTP. Our data suggest that there is a relevant burden of disease even in patients with low-risk tumors. Higher WTP of physicians underlines the prevalence of differences in disease perception.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0197780（source: https://plos.figshare.com/articles/dataset/Willingness_to_pay_for_a_cure_of_low-risk_melanoma_patients_in_Germany/6347531）。