塞尔维亚心血管患者医疗利用影响因素数据集(数据集表1)
基于2019年塞尔维亚国家健康调查,分析心血管疾病患者医疗利用的社会人口学、经济和健康影响因素。

基本信息
资源简介
塞尔维亚心血管患者医疗利用影响因素数据集(数据集表1)
【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 108.62 KB,主题涵盖 cardiovascular diseases、healthcare utilization、National Health Survey、sociodemographic factors、socioeconomic factors,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《Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part of National Health Survey.pdf》,为 National Health Survey.pdf 的组成部分。配套论文《Conventional and Complementary Healthcare Utilization Among US Adults With Cardiovascular Disease or Cardiovascular Risk Factors: A Nationally Representative Survey》发表于 Journal of the American Heart Association(2020),DOI:10.1161/JAHA.119.014759。源站首次发布:2025-07-17。
【数据内容】
源站原始描述:ObjectivesThis cross-sectional analytical study explores the predictors of the healthcare utilization in the adult population with cardiovascular diseases. MethodologyThe research was carried out as part of the fourth Serbian National Health Survey, in the period from October to December 2019, as a descriptive, cross-sectional analytical study and included the population of cardiovascular patients (N = 4,712) aged over 20 years; Descriptive and inferential statistical methods, including percenta…
【数据结构与技术规格】
文件数 1 个,合计 108.62 KB。Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part .pdf:application/pdf,108.62 KB。数据集 DOI:10.3389/fpubh.2025.1569741.s001。
【主题与分类】
源站学科分类:Public Health and Health Services not elsewhere classified。主题标签:cardiovascular diseases、healthcare utilization、National Health Survey、sociodemographic factors、socioeconomic factors、Serbia。
【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/Data_Sheet_1_The_effect_of_sociodemographic_socioeconomic_and_health_factors_on_healthcare_utilization_in_cardiovascular_patients_in_Serbia_a_part_of_National_Health_Survey_pdf/29591528
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lekovic, Tamara; Janicijevic, Nikoleta; Potezica, Milos; Djonovic, Nela; Vasiljevic, Dragan; Janicijevic, Katarina; et al. (2025). Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part of National Health…
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:Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part of National Health Survey.pdf
- DOI:10.3389/fpubh.2025.1569741.s001
- 发布日期:2025-07-17
- 文件数:1 个
- 文件总体积:108.62 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_The_effect_of_sociodemographic_socioeconomic_and_health_factors_on_healthcare_utilization_in_cardiovascular_patients_in_Serbia_a_part_of_National_Health_Survey_pdf/29591528
命令行下载
curl -L -o "Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part .pdf" "https://ndownloader.figshare.com/files/56352212"
文件清单
Data Sheet 1_The effect of sociodemographic, socioeconomic, and health factors on healthcare utilization in cardiovascular patients in Serbia: a part .pdf(108.62 KB)
文件总体积 108.62 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
ObjectivesThis cross-sectional analytical study explores the predictors of the healthcare utilization in the adult population with cardiovascular diseases.
MethodologyThe research was carried out as part of the fourth Serbian National Health Survey, in the period from October to December 2019, as a descriptive, cross-sectional analytical study and included the population of cardiovascular patients (N = 4,712) aged over 20 years; Descriptive and inferential statistical methods, including percentage-based structure indicators, Chi-square (χ2) tests for categorical variable differences, and prevalence ratio for examining relationships between dependent and independent variables, were used in the data analysis.
ResultsThe analysis identified several significant contributors to cardiovascular healthcare utilization, emphasizing distinct and overlapping factors that impact various types of healthcare use. The chi-square test had shown that predominantly, each form of healthcare utilization was most prevalent among the 60–69 age group (general practitioner visits: 33.9%, specialist visits: 33.1%, hospitalization: 31.4%, p Sociodemographic, socioeconomic factors and some aspects of health status have a significant impact on the cardiovascular healthcare, thereby precise recommendations for facilitating appropriate healthcare utilization should be established. A top priority for academics, physicians and public health specialists is to keep emphasizing the significance of sociodemographic determinants in lowering cardiovascular complications, as well as strengthening cardiovascular healthcare.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fpubh.2025.1569741.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_The_effect_of_sociodemographic_socioeconomic_and_health_factors_on_healthcare_utilization_in_cardiovascular_patients_in_Serbia_a_part_of_National_Health_Survey_pdf/29591528)。
数据缺失?
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