危地马拉慢性肾脏病儿童治疗依从性相关因素数据集

数据集获取（Figshare）

• 源站标题：Factors associated to acceptable treatment adherence among children with chronic kidney disease in Guatemala
• DOI：10.1371/journal.pone.0186644
• 发布日期：2017-10-16
• 文件数：6 个
• 文件总体积：445.07 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Factors_associated_to_acceptable_treatment_adherence_among_children_with_chronic_kidney_disease_in_Guatemala/5503537

命令行下载

curl -L -o "S1 Dataset.csv" "https://ndownloader.figshare.com/files/9526255"
curl -L -o "S1 File.pdf" "https://ndownloader.figshare.com/files/9526276"
curl -L -o "S2 File.docx" "https://ndownloader.figshare.com/files/9526282"
curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/9526285"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/9526294"
curl -L -o "S3 Table.docx" "https://ndownloader.figshare.com/files/9526309"

文件清单

• S1 Dataset.csv（26.22 KB）
• S1 File.pdf（114.80 KB）
• S2 File.docx（22.88 KB）
• S1 Table.docx（48.34 KB）
• S2 Table.docx（135.59 KB）
• S3 Table.docx（97.24 KB）

文件总体积 445.07 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

Pediatric patients with Chronic Kidney Disease face several barriers to medication adherence that, if addressed, may improve clinical care outcomes. A cross sectional questionnaire was administered in the Foundation for Children with Kidney Disease (FUNDANIER, Guatemala City) from September of 2015 to April of 2016 to identify the predisposing factors, enabling factors and need factors related to medication adherence. Sample size was calculated using simple random sampling with a confidence level of 95%, confidence interval of 0.05 and a proportion of 87%. A total of 103 participants responded to the questionnaire (calculated sample size was 96). Independent variables were defined and described, and the bivariate relationship to dependent variables was determined using Odds Ratio. Multivariate analysis was carried out using logistic regression. The mean adherence of study population was 78% (SD 0.08, max = 96%, min = 55%). The mean adherence in transplant patients was 82% (SD 7.8, max 96%, min 63%), and the mean adherence in dialysis patients was 76% (SD 7.8 max 90%, min 55%). Adherence was positively associated to the mother’s educational level and to higher monthly household income. Together predisposing, enabling and need factors illustrate the complexities surrounding adherence in this pediatric CKD population. Public policy strategies aimed at improving access to comprehensive treatment regimens may facilitate treatment access, alleviating economic strain on caregivers and may improve adherence outcomes.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0186644（source: https://plos.figshare.com/articles/dataset/Factors_associated_to_acceptable_treatment_adherence_among_children_with_chronic_kidney_disease_in_Guatemala/5503537）。