越南恢复视力的非货币收益：评估白内障手术的福祉增益

数据集获取（Figshare）

• 源站标题：Beyond monetary benefits of restoring sight in Vietnam: Evaluating well-being gains from cataract surgery
• DOI：10.1371/journal.pone.0192774
• 发布日期：2018-02-12
• 文件数：4 个
• 文件总体积：173.21 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Beyond_monetary_benefits_of_restoring_sight_in_Vietnam_Evaluating_well-being_gains_from_cataract_surgery/5880400

命令行下载

curl -L -o "S1 File.dta" "https://ndownloader.figshare.com/files/10460014"
curl -L -o "S2 File.xls" "https://ndownloader.figshare.com/files/10460023"
curl -L -o "S3 File.dta" "https://ndownloader.figshare.com/files/10460050"
curl -L -o "S4 File.xls" "https://ndownloader.figshare.com/files/10460065"

文件清单

• S1 File.dta（26.65 KB）
• S2 File.xls（59.39 KB）
• S3 File.dta（28.29 KB）
• S4 File.xls（58.88 KB）

文件总体积 173.21 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

A more holistic understanding of the benefits of sight-restoring cataract surgery requires a focus that goes beyond income and employment, to include a wider array of well-being measures. The objective of this study is to examine the monetary and non-monetary benefits of cataract surgery on both patients as well as their caregivers in Vietnam. Participants were randomly recruited from a Ho-Chi-Minh City Hospital. A total of 82 cataract patients and 83 caregivers participated in the survey conducted for this study. Paired t-tests, Wilcoxon Signed Rank tests, and regression analysis are used to detect any statistically significant differences in various measures of well-being for patients and caregivers before and after surgery. There are statistically significant improvements in monetary and non-monetary measures of well-being for both patients and caregivers approximately three months after undergoing cataract surgery, compared with baseline assessments collected prior to surgery. Non-monetary measures of well-being include self-assessments of overall health, mental health, hope, self-efficacy, happiness and life satisfaction. For patients, the benefits included statistically significant improvements in earnings, mobility, self-care, the ability to undertake daily activities, self-assessed health and mental health, life satisfaction, hope, and self-efficacy (pp<0.01). Restoring sight has positive impacts for those suffering from cataracts and their caregivers. Sometimes the benefits are almost equal in their magnitude. The study has also demonstrated that many of these impacts are non-monetary in nature. It is clear that estimates of the rate of return to restoring sight that focus only on financial gains will underestimate the true returns to society of restoring sight from cataract surgeries.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0192774（source: https://plos.figshare.com/articles/dataset/Beyond_monetary_benefits_of_restoring_sight_in_Vietnam_Evaluating_well-being_gains_from_cataract_surgery/5880400）。