数据表2：COVID-19大流行期间影响医护人员感知压力和感染风险的多层次因素
包含COVID-19大流行期间香港医护人员及其家庭成员感知压力和感染风险因素的问卷调查数据，以PDF表格形式提供。
基本信息
资源简介
数据表2：COVID-19大流行期间影响医护人员感知压力和感染风险的多层次因素
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集，收录 1 个文件、合计 150.43 KB，主题涵盖 COVID-19、healthcare workers、perceived stress、psychological wellbeing、hospital policies，可用于统计建模、特征工程与队列分析，CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF》。配套论文《Severe acute respiratory syndrome (SARS) in Hong Kong in 2003: stress and psychological impact among frontline healthcare workers》发表于 Psychological Medicine（2004），DOI：10.1017/s0033291704002247。源站首次发布：2021-03-25。
【数据内容】
源站原始描述：Objectives: This study aimed to identify key factors affecting Healthcare workers (HCWs) perceived stress and risk of contracting COVID-19 among themselves and their family members during the pandemic. Methods: A cross-sectional online questionnaire study was conducted between 19 March and April 5, 2020 in Hong Kong. HCWs from public hospitals and private dentists, and their family members participated. Results: A total of 747 HCWs and 245 family members participated. Higher perceived stress in…
【数据结构与技术规格】
文件数 1 个，合计 150.43 KB。DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF：application/pdf，150.43 KB。数据集 DOI：10.3389/ijph.2021.599408.s002。
【主题与分类】
源站学科分类：Public Policy、Public Health and Health Services not elsewhere classified、Public Nutrition Intervention。主题标签：COVID-19、healthcare workers、perceived stress、psychological wellbeing、hospital policies。
【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://frontiersin.figshare.com/articles/dataset/DataSheet2_Multilevel_Factors_Affecting_Healthcare_Workers_Perceived_Stress_and_Risk_of_Infection_During_COVID-19_Pandemic_PDF/14306885
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Chua, Gilbert T.; Tung, Keith T. S.; Kwan, Mike Yat Wah; Wong, Rosa S.; Chui, Celine S. L.; Li, Xue; et al. (2021). DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-01，引用时请注意版本时效。
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：DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF
- DOI：10.3389/ijph.2021.599408.s002
- 发布日期：2021-03-25
- 文件数：1 个
- 文件总体积：150.43 KB
- 源站页面：https://frontiersin.figshare.com/articles/dataset/DataSheet2_Multilevel_Factors_Affecting_Healthcare_Workers_Perceived_Stress_and_Risk_of_Infection_During_COVID-19_Pandemic_PDF/14306885
命令行下载
curl -L -o "DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF" "https://ndownloader.figshare.com/files/27224102"
文件清单
DataSheet2_Multilevel Factors Affecting Healthcare Workers’ Perceived Stress and Risk of Infection During COVID-19 Pandemic.PDF（150.43 KB）
文件总体积 150.43 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
Objectives: This study aimed to identify key factors affecting Healthcare workers (HCWs) perceived stress and risk of contracting COVID-19 among themselves and their family members during the pandemic.
Methods: A cross-sectional online questionnaire study was conducted between 19 March and April 5, 2020 in Hong Kong. HCWs from public hospitals and private dentists, and their family members participated.
Results: A total of 747 HCWs and 245 family members participated. Higher perceived stress in HCWs was associated with more negative changes in family relationship (p = 0.025). The HCWs’ perceived stress, however, was positively associated with family cohesion (p = 0.033) and stress levels of family members (p Conclusion: Hospital policies addressing HCWs’ needs, frontline experience of SARS, and family relationship influenced psychological wellbeing of HCWs during the COVID-19 outbreak.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/ijph.2021.599408.s002（source: https://frontiersin.figshare.com/articles/dataset/DataSheet2_Multilevel_Factors_Affecting_Healthcare_Workers_Perceived_Stress_and_Risk_of_Infection_During_COVID-19_Pandemic_PDF/14306885）。
数据缺失？
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