医护人员关切的原因

数据集获取（Figshare）

• 源站标题：Causes of concern among healthcare workers.
• DOI：10.1371/journal.pgph.0004861.s007
• 发布日期：2025-10-15
• 文件数：1 个
• 文件总体积：9.47 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Causes_of_concern_among_healthcare_workers_/30367292

命令行下载

curl -L -o "pgph.0004861.s007.xlsx" "https://ndownloader.figshare.com/files/58771826"

文件清单

• pgph.0004861.s007.xlsx（9.47 KB）

文件总体积 9.47 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

The COVID-19 pandemic exacerbated the shortage of healthcare workers (HCWs), particularly in low- and middle-income countries. This cross-sectional descriptive study aimed to examine why hospital-based HCWs in the Philippines quit from their workplace at a time when HCWs were urgently needed to provide health services. Using an online, self-administered questionnaire distributed through personal and professional networks, we surveyed hospital-based Filipino HCWs who resigned between March 11, 2020, and September 15, 2021. We obtained demographics, workplace information, reasons for quitting, and proposed interventions. Among 70 valid responses, most of the HCWs were single (74%), female (59%), and without children (81%). More than half were nurses (31%) and physicians (29%). Most participants had one to five years of work experience (71%), worked in level 3 hospitals (70%), and had a schedule that required them to report for duty shifts for more than 8 hours (76%). While the majority of the HCWs were worried about the COVID-19 pandemic due to the risk of infection, the most frequent reasons for quitting were work overload/burnout, stress, and insufficient salary. To encourage workforce retention, the HCWs proposed increasing monetary compensation and non-salary incentives, cultivating a positive workplace culture, ensuring a reasonable workload, providing clear opportunities for career advancement, and improving workplace safety. These findings can guide ministries of health, policymakers, hospital administrators, health worker unions, and other stakeholders when planning for and responding to national or global health crises.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pgph.0004861.s007（source: https://plos.figshare.com/articles/dataset/Causes_of_concern_among_healthcare_workers_/30367292）。