调查受访者的工作场所信息
本数据集包含COVID-19疫情期间菲律宾医院医护人员离职原因的问卷数据,涵盖人口统计、工作信息、离职原因及干预建议,模态为表格。

基本信息
资源简介
调查受访者的工作场所信息
【数据集背景】
本数据集源站标题为《Workplace information of survey respondents.》。源站首次发布:2025-10-15。
【数据内容】
源站原始描述: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, 20…
【数据结构与技术规格】
文件数 1 个,合计 10.58 KB。pgph.0004861.s004.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,10.58 KB。数据集 DOI:10.1371/journal.pgph.0004861.s004。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Sociology、Cancer、Infectious Diseases。主题标签:providing clear opportunities、level 3 hospitals、administered questionnaire distributed、encourage workforce retention、74 %), female、71 %), worked、19 pandemic exacerbated、19 pandemic due、provide health services、positive workplace culture。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/Workplace_information_of_survey_respondents_/30367283
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Tiu, Christl Jan S.; Alberto, Nicole Rose I.; Baron, Maria Beatriz C.; Mercado, Michael Vincent V.; Baticulon, Ronnie E. (2025). Workplace information of survey respondents.. PLOS Global Public Health. Dataset
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Workplace information of survey respondents.
- DOI:10.1371/journal.pgph.0004861.s004
- 发布日期:2025-10-15
- 文件数:1 个
- 文件总体积:10.58 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Workplace_information_of_survey_respondents_/30367283
命令行下载
curl -L -o "pgph.0004861.s004.xlsx" "https://ndownloader.figshare.com/files/58771817"
文件清单
pgph.0004861.s004.xlsx(10.58 KB)
文件总体积 10.58 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.s004(source: https://plos.figshare.com/articles/dataset/Workplace_information_of_survey_respondents_/30367283)。
数据缺失?
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