按关节类型、设置和时间段的成本

基于安大略省髋膝置换手术患者的成本数据,比较门诊与住院设置在不同时间段的医疗费用差异。

Figshare
2025-05-08 更新
浏览 55
表格propensity score basedlevel sociodemographic factorsincentivize continued uptakeestimate could save966 ($- 40807058 (-$ 80867043 (-$ 7842$- 3851 ).knee arthroplasties performedambulatory care visitsci -$ 4045inpatient cases using
Costs by joint type, setting, and time period.

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2025-05-08
版本
v1

资源简介

按关节类型、设置和时间段的成本

【数据集背景】

本数据集源站标题为《Costs by joint type, setting, and time period.》。源站首次发布:2025-05-08。

【数据内容】

源站原始描述:Introduction Hip and knee replacement surgery is one of the most commonly performed elective procedures, accounting for significant healthcare costs and resource utilization. In recent years, the proportion of hip and knee arthroplasties performed in outpatient settings has grown rapidly. Although the safety and effectiveness of outpatient vs. inpatient hip and knee arthroplasty have been documented in the literature, estimates of health system cost-savings in Canada are limited. Methods We empl…

【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.0320255.t002。

【主题与分类】

源站学科分类:Medicine、Ecology、Marine Biology、Science Policy。主题标签:propensity score based、level sociodemographic factors、incentivize continued uptake、estimate could save、966 ($- 4080、7058 (-$ 8086、7043 (-$ 7842、$- 3851 ).、knee arthroplasties performed、ambulatory care visits。

【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/Costs_by_joint_type_setting_and_time_period_/28961732

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Habbous, Steven; Sarma, Sisira; Lanting, Brent; Waddell, James; Hellsten, Erik (2025). Costs by joint type, setting, and time period.. PLOS ONE. Dataset

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从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

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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。

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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)

命令行下载

curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/54315689"

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

Introduction
Hip and knee replacement surgery is one of the most commonly performed elective procedures, accounting for significant healthcare costs and resource utilization. In recent years, the proportion of hip and knee arthroplasties performed in outpatient settings has grown rapidly. Although the safety and effectiveness of outpatient vs. inpatient hip and knee arthroplasty have been documented in the literature, estimates of health system cost-savings in Canada are limited.
Methods
We employed a population-based retrospective cohort study design. We obtained data on patients aged 18–105 years who underwent hip or knee replacement surgery in both inpatient and outpatient settings in Ontario, Canada between 2018/19 and 2022/23. Patients who underwent outpatient hip and knee arthroplasty were matched to inpatient cases using a propensity score based on age, sex, comorbidity, area-level sociodemographic factors, total/partial replacement, and surgery date. We analyzed cost data that included hospitalization and ambulatory care visits, physician billing, home care, and oral medications. We utilized generalized linear models to identify the best fit regression model and estimated the average cost-savings associated with outpatient versus inpatient arthroplasty during the preoperative (30-days before surgery), perioperative (surgery + 30 days), 1–6-month postoperative, 6–12-month postoperative, 12–24-month postoperative, and 24–36-month postoperative periods. The costs were reported in 2023 Canadian dollars.
Results
A total of 35,894 hip arthroplasty patients and 49,597 knee arthroplasty patients were included in our analysis. During the perioperative period, outpatient arthroplasty was less costly than inpatient arthroplasty for hip replacement by $3,859 (95% CI -$4045, -$3745) and for knee replacement by $3,966 ($-4080, $-3851). Over 3 years of follow-up, outpatient arthroplasty was less costly than inpatient arthroplasty for hip replacement by $7058 (-$8086, -$6031) and for knee replacement by $7043 (-$7842, -$6243).
Conclusion
Outpatient hip and knee arthroplasty is cost-saving both during and beyond the perioperative period in comparison with similar patient

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0320255.t002(source: https://plos.figshare.com/articles/dataset/Costs_by_joint_type_setting_and_time_period_/28961732)。

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