灾难性卫生支出
加纳霍教学医院BPH患者灾难性卫生支出数据集,包含直接医疗、非医疗费用及生产率损失数据。

基本信息
资源简介
灾难性卫生支出
【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 reduced working hours、ho teaching hospital、benign prostatic hyperplasia、3 %), amounted、include direct non,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《Catastrophic Health Expenditure.》。源站首次发布:2026-01-22。
【数据内容】
源站原始描述:Benign Prostatic Hyperplasia (BPH) is a common condition among ageing men, characterized by lower urinary tract symptoms that significantly impact the quality of life and economic productivity of affected individuals. The financial burden of BPH extends beyond direct medical expenses to include direct non-medical costs and productivity losses. In Ghana, limited data exist on the cost implications of BPH, leaving a critical gap in healthcare planning and resource allocation. We aimed to determine…
【数据结构与技术规格】
文件数 1 个,合计 9.73 KB。Table 6.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0341280.t006。
【主题与分类】
源站学科分类:Medicine、Biotechnology、Ecology、Sociology、Science Policy。主题标签:reduced working hours、ho teaching hospital、benign prostatic hyperplasia、3 %), amounted、include direct non、effective treatment strategies、direct monthly non、significant financial burden、highest economic burden、productivity losses due。
【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/_p_Catastrophic_Health_Expenditure_p_/31127546
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Dadee-Seshie, Daniel Senanu; Agbeteti, Sedem Godson; Kpankyaano, Banabas; Adamu, Aishah Fadila; Adanu, Selase Kofi; Alhassan, Yakubu; et al. (2026). Catastrophic Health Expenditure.. 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:<p>Catastrophic Health Expenditure.</p>
- DOI:10.1371/journal.pone.0341280.t006
- 发布日期:2026-01-22
- 文件数:1 个
- 文件总体积:9.73 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_p_Catastrophic_Health_Expenditure_p_/31127546
命令行下载
curl -L -o "Table 6.xls" "https://ndownloader.figshare.com/files/61234112"
文件清单
Table 6.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
Benign Prostatic Hyperplasia (BPH) is a common condition among ageing men, characterized by lower urinary tract symptoms that significantly impact the quality of life and economic productivity of affected individuals. The financial burden of BPH extends beyond direct medical expenses to include direct non-medical costs and productivity losses. In Ghana, limited data exist on the cost implications of BPH, leaving a critical gap in healthcare planning and resource allocation. We aimed to determine the cost and productivity losses associated with diagnosing and managing BPH at the Ho Teaching Hospital. A cross-sectional cost-of-illness study was conducted at the Urology Unit of the Ho Teaching Hospital. Data was collected from 105 patients diagnosed with BPH using structured questionnaires from 11th June 2024–30th September 2024. Direct monthly medical costs, including consultation, diagnostics, medication, and surgical interventions, were calculated using a bottom-up approach. Direct monthly non-medical costs covered transportation, food, lodging, and caregiver expenses, while productivity losses were estimated based on absenteeism and reduced working hours, using the human capital approach. The mean monthly direct medical cost per patient was GHS 890.11 (USD 60.35), with surgeries accounting for 30% of total expenses. The total direct non-medical costs, dominated by transportation (66.3%), amounted to GHS 9,842.00 (USD 667.25). Productivity losses due to absenteeism and caregiving responsibilities totalled GHS 4,746.28 (USD 321.78), with 30% of employed patients missing work. Notably, direct medical costs contributed the highest economic burden (86.5%), surpassing direct non-medical costs (9.1%) and productivity losses (4.4%). BPH imposes a significant financial burden on patients and households in Ghana, driven by high out-of-pocket medical costs, non-medical expenses, and lost productivity. The findings underscore the need for cost-effective treatment strategies, improved health insurance coverage, and targeted interventions to alleviate financial hardships associated with BPH management.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0341280.t006(source: https://plos.figshare.com/articles/dataset/_p_Catastrophic_Health_Expenditure_p_/31127546)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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