人均卫生服务利用情况
菲律宾结核病合并糖尿病患者的纵向调查数据,涵盖卫生服务利用、费用、收入及应对机制,用于分析灾难性支出。

基本信息
资源简介
人均卫生服务利用情况
【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 9.73 KB,主题涵盖 social support received、conducted four times、reported household income、annual household income、7 %, p,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《Health service utilizations, mean per person.》。源站首次发布:2024-01-25。
【数据内容】
源站原始描述:Objective Diabetes is a risk factor for TB mortality and relapse. The Philippines has a high TB incidence with co-morbid diabetes. This study assessed the pre- and post-TB diagnosis costs incurred by people with TB and diabetes (TB-DM) and their households in the Philippines. Methods Longitudinal data was collected for costs, income, and coping mechanisms of TB-affected households in Negros Occidental and Cebu, the Philippines. Data collection was conducted four times during TB treatment. The da…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 2.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0297342.t002。
【主题与分类】
源站学科分类:Medicine、Molecular Biology、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签:social support received、conducted four times、reported household income、annual household income、7 %, p、data collection tools、longitudinal study design、catastrophic costs due、high tb incidence、longitudinal data。
【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/Health_service_utilizations_mean_per_person_/25063139
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Yamanaka, Takuya; Castro, Mary Christine; Ferrer, Julius Patrick; Solon, Juan Antonio; Cox, Sharon E.; Laurence, Yoko V.; et al. (2024). Health service utilizations, mean per person.. PLOS ONE. 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:Health service utilizations, mean per person.
- DOI:10.1371/journal.pone.0297342.t002
- 发布日期:2024-01-25
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/Health_service_utilizations_mean_per_person_/25063139
命令行下载
curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/44230970"
文件清单
Table 2.xls(9.73 KB)
文件总体积 9.73 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
Objective
Diabetes is a risk factor for TB mortality and relapse. The Philippines has a high TB incidence with co-morbid diabetes. This study assessed the pre- and post-TB diagnosis costs incurred by people with TB and diabetes (TB-DM) and their households in the Philippines.
Methods
Longitudinal data was collected for costs, income, and coping mechanisms of TB-affected households in Negros Occidental and Cebu, the Philippines. Data collection was conducted four times during TB treatment. The data collection tools were developed by adapting WHO’s cross-sectional questionnaire in the Tuberculosis Patient Cost Surveys: A Handbook into a longitudinal study design. Demographic and clinical characteristics, self-reported household income, number of facility visits, patient costs, the proportion of TB-affected households facing catastrophic costs due to TB (>20% of annual household income before TB), coping mechanisms, and social support received were compared by diabetes status at the time of TB diagnosis.
Results
530 people with TB were enrolled in this study, and 144 (27.2%) had TB-DM based on diabetes testing at the time of TB diagnosis. 75.4% of people with TB-DM were more than 45 years old compared to 50.3% of people with TB-only (pConclusion
People with TB-DM in the Philippines face extensive health service use. However, this does not translate into substantial differences in the incidence of catastrophic cost. Further study is required to understand the incidence of catastrophic costs due to diabetes-only in the Philippines.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0297342.t002(source: https://plos.figshare.com/articles/dataset/Health_service_utilizations_mean_per_person_/25063139)。
数据缺失?
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