巴西医护人员类流感综合征患病率全国性研究(2020)

数据集获取（Figshare）

• 源站标题：Prevalence of flu-like syndrome in healthcare workers in Brazil: a national study, 2020
• DOI：10.6084/m9.figshare.22638339.v1
• 发布日期：2023-04-15
• 文件数：6 个
• 文件总体积：224.57 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Prevalence_of_flu-like_syndrome_in_healthcare_workers_in_Brazil_a_national_study_2020/22638339

命令行下载

curl -L -o "0ecd8cb0e6e0f3186a6b74acfb2c0127b9a11da5.jpg" "https://ndownloader.figshare.com/files/40170813"
curl -L -o "3db3ba0d53130d7a89d99baee07b01fce76dd3c7.jpg" "https://ndownloader.figshare.com/files/40170816"
curl -L -o "928123b0c3da083280a1b26defbba66ee159b3c4.jpg" "https://ndownloader.figshare.com/files/40170819"
curl -L -o "29023e1c73f58fc40c174378ca93df35e19d1659.jpg" "https://ndownloader.figshare.com/files/40170822"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/40170825"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/40170828"

文件清单

• 0ecd8cb0e6e0f3186a6b74acfb2c0127b9a11da5.jpg（89.50 KB）
• 3db3ba0d53130d7a89d99baee07b01fce76dd3c7.jpg（5.66 KB）
• 928123b0c3da083280a1b26defbba66ee159b3c4.jpg（104.69 KB）
• 29023e1c73f58fc40c174378ca93df35e19d1659.jpg（5.26 KB）
• Table_1.xls（9.73 KB）
• Table_2.xls（9.73 KB）

文件总体积 224.57 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

ABSTRACT OBJECTIVE To evaluate the prevalence of reported symptoms of flu-like syndrome (FS) among HCW and compare HCW and non-HCW on the chance of reporting these symptoms, this study analyzed data of a population-based survey conducted in Brazil. METHODS A cross-sectional analysis was performed with self-reported data from the Brazilian National Household Sample Survey (PNAD Covid-19) from May 2020. The authors analyzed a probability sample of 125,179 workers, aged 18 to 65, with monthly income lower than US$ 3 500. The variable HCW or non-HCW was the covariate of interest and having reported FS symptoms or not was the outcome variable. Authors tested interactions of HCW with other covariates. A logit model – when controlling for sociodemographic, employment, and geographic characteristics – investigated the chance of HCW reporting FS compared to non-HCW. RESULTS HCW have a significant effect (odds ratio of 1.369) on reporting FS symptoms when compared to non-HCW. HCW account for 4.17% of the sample, with a higher frequency of FS (3.38%) than observed for non-HCW (2.43%). Female, non-white and older individuals had higher chance to report FS. CONCLUSIONS The HCW had a higher chance of reporting symptoms than non-HCW aged over 18 years in the labor force. These results emphasize guidelines for preventive measures to reduce workplace exposures in the healthcare facilities. The prevalence is disproportionately affecting HCW women and HCW non-whites. In the regions North and Northeast the steeper progression is consistent with the hypothesis of socioeconomic factors, and it explains the greater prevalence in HCW and non-HCW living in those territories.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22638339.v1（source: https://scielo.figshare.com/articles/dataset/Prevalence_of_flu-like_syndrome_in_healthcare_workers_in_Brazil_a_national_study_2020/22638339）。