中国农村初级卫生保健提供者糖尿病管理知识网络培训效果数据集

数据集获取（Figshare）

• 源站标题：The effect of a web-based training for improving primary health care providers’ knowledge about diabetes mellitus management in rural China: A pre-post intervention study
• DOI：10.1371/journal.pone.0222930
• 发布日期：2019-09-24
• 文件数：2 个
• 文件总体积：255.48 KB
• 源站页面：https://plos.figshare.com/articles/dataset/The_effect_of_a_web-based_training_for_improving_primary_health_care_providers_knowledge_about_diabetes_mellitus_management_in_rural_China_A_pre-post_intervention_study/9898568

命令行下载

curl -L -o "pone.0222930.s001.docx" "https://ndownloader.figshare.com/files/17788793"
curl -L -o "pone.0222930.s002.xls" "https://ndownloader.figshare.com/files/17788796"

文件清单

• pone.0222930.s001.docx（21.50 KB）
• pone.0222930.s002.xls（233.98 KB）

文件总体积 255.48 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

Background
The performance of primary health care providers regarding DM management is poor in rural China, and effective training methods for providers are urgently needed. This study aimed to evaluate the effect of web-based training for improving knowledge about DM management among primary health care providers in rural China and to further compare the effects of the training effect between primary health care providers with different backgrounds.
Methods
A pre-post intervention study was conducted from April to August 2014. In this study, a total of 901 primary health care workers were recruited from six counties in Hubei province. To evaluate the effect of the web-based training, the knowledge achievement of participants was measured with multiple choice questions (MCQ) at baseline, at the end of two weeks of training and at three months after training. A mixed linear model (MLM) was used to measure group differences in the mean scores at baseline and follow-up.
Results
After the web-based training, the knowledge scores of the village doctors increased from 73.58 at baseline to 89.98 at posttest and to 84.57 three months after the training. For township health workers, we observed an upward trend in scores from 78.87 at the pre-test to 91.72 at the second test, and at the three months after the training, the scores increased to 94.91. For village doctors, greater knowledge achievement was observed between the scores at baseline and after two weeks of training(adjusted difference: 3.55, P = 0.03) compared to that observed for the township health workers, while decreased their knowledge achievement between baseline and the third-test compared with that of township health workers (adjusted difference: 5.05, P = 0.01).
Conclusions
This study suggested that web-based training was an effective method for improving the knowledge of primary health care providers about management of DM in remote areas. Compared with the effect of the training on village doctors, the training had a poor short-term effect on township health workers but a better long-term effect.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0222930（source: https://plos.figshare.com/articles/dataset/The_effect_of_a_web-based_training_for_improving_primary_health_care_providers_knowledge_about_diabetes_mellitus_management_in_rural_China_A_pre-post_intervention_study/9898568）。