卫生专业人员心脏骤停知识相关因素数据集
该数据集包含巴西某医院卫生专业人员对心脏骤停知识的横断面调查数据,涵盖社会人口学、职业和培训特征,用于分析知识不足的相关因素。

基本信息
资源简介
卫生专业人员心脏骤停知识相关因素数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 22.53 KB,主题涵盖 Heart Failure、Heart Arrest、Cardiopulmonary Ressuscitation、Health Personnel、Mortality & Morbidity,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《Factors Associated to the Knowledge of Cardiac Arrest by Health Professionals》。源站首次发布:2020-04-08。
【数据内容】
源站原始描述:Abstract Background: Knowledge of cardiac arrest by health professionals is associated with sociodemographic, occupational and training characteristics. Objectives: To evaluate the factors associated with the knowledge of health professionals on Cardiac Arrest. Methods: A cross-sectional study conducted in a large public hospital in the countryside of Bahia - Brazil. The sample consisted of 18 doctors, 32 nurses and 50 nursing technicians. To evaluate the knowledge of the professionals, a questi…
【数据结构与技术规格】
文件数 4 个,合计 22.53 KB。数据集 DOI:10.6084/m9.figshare.12094863.v1。
【主题与分类】
源站学科分类:Cardiology。主题标签:Heart Failure、Heart Arrest、Cardiopulmonary Ressuscitation、Health Personnel、Mortality & Morbidity、Nurses。
【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://scielo.figshare.com/articles/dataset/Factors_Associated_to_the_Knowledge_of_Cardiac_Arrest_by_Health_Professionals/12094863
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Novaes Neto, Eduardo Moreira; Freitas, Kátia Santana (2020). Factors Associated to the Knowledge of Cardiac Arrest by Health Professionals. SciELO journals. 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:Factors Associated to the Knowledge of Cardiac Arrest by Health Professionals
- DOI:10.6084/m9.figshare.12094863.v1
- 发布日期:2020-04-08
- 文件数:4 个
- 文件总体积:22.53 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Factors_Associated_to_the_Knowledge_of_Cardiac_Arrest_by_Health_Professionals/12094863
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/22241571"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/22241577"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/22241580"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/22241583"
文件清单
Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(5.63 KB)
文件总体积 22.53 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 Background: Knowledge of cardiac arrest by health professionals is associated with sociodemographic, occupational and training characteristics. Objectives: To evaluate the factors associated with the knowledge of health professionals on Cardiac Arrest. Methods: A cross-sectional study conducted in a large public hospital in the countryside of Bahia - Brazil. The sample consisted of 18 doctors, 32 nurses and 50 nursing technicians. To evaluate the knowledge of the professionals, a questionnaire was constructed according to the current guidelines for resuscitation of the American Heart Association of 2015, and after that, it was submitted to three judges with expertise in PCR to verify content validity. Data were analyzed through descriptive statistics with univariate, bivariate and multivariate analyses using the logistic regression model. A value of p < 0.05 was adopted as level of significance. Results: The prevalence of insufficient knowledge of cardiac arrest among health professionals was 78%. After logistic regression, belonging to the professional category of nursing technician (p = 0.003) and nurse (p = 0.001) and working in the form of on-call duty for 24h (p = 0.005) was associated to insufficient knowledge. Conclusions: Insufficient knowledge of cardiac arrest among health professionals is high, which is a problem that requires urgent interventions in order to guarantee the quality of care. These actions should be based on realistic scenarios involving theoretical and practical activities. The periodicity of training should be short, given the deterioration of knowledge. The creation and validation of the data collection instrument allows for its applicability in other studies.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.12094863.v1(source: https://scielo.figshare.com/articles/dataset/Factors_Associated_to_the_Knowledge_of_Cardiac_Arrest_by_Health_Professionals/12094863)。
数据缺失?
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