心力衰竭患者初级保健强度与再入院关系数据集（CarPaths研究）
基于法国索赔数据的心力衰竭患者初级保健强度与再入院关系研究，包含2751例患者，分析基线状态、实践风格与临床结局。
基本信息
资源简介
心力衰竭患者初级保健强度与再入院关系数据集（CarPaths研究）
【数据集背景】
本数据集源站标题为《The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis》。配套论文《The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis》发表于 PLOS ONE（2016），DOI：10.1371/journal.pone.0163268。源站首次发布：2016-10-11。
【数据内容】
源站原始描述：Background We aimed to classify patients with heart failure (HF) by the style of primary care they receive. Methods and Results We used the claim data (SNIIRAM: Système National d’Information Inter-Régime de l’Assurance Maladie) of patients living in a French region. We evaluated three concepts. First, baseline clinical status with age and Charlson index. Second, primary care practice style with mean delay between consultations, quantity of nursing care, and variability of diuretic dose. Third,…
文件 S3 File.CSV 为文本内容，开头为：ID;DCD;AGE;SEX;CMUAME;Deprivation_index;Rehospitalization;delay_1GP;delay_1Cardio;delay_meanGP;delay_meanCardio;unforeseenness;NursingCare;diuretic;Charlson;de…
【数据结构与技术规格】
文件数 3 个，合计 1.15 MB。S1 File.DOCX：application/vnd.openxmlformats-officedocument.wordprocessingml.document，778.68 KB。S2 File.DOCX：application/vnd.openxmlformats-officedocument.wordprocessingml.document，66.17 KB。S3 File.CSV：text/plain，304.21 KB。数据集 DOI：10.1371/journal.pone.0163268。
【主题与分类】
源站学科分类：Medicine、Cell Biology、Biotechnology、Cancer、Science Policy、Infectious Diseases。主题标签：Primary Care、need patients、CarPaths Study、HF patients、French region、group 3、group 1、status、French Region-Wide Analysis Background、nursing care。
【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/The_Intensity_of_Primary_Care_for_Heart_Failure_Patients_A_Determinant_of_Readmissions_The_CarPaths_Study_A_French_Region-Wide_Analysis/4012014
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：Duflos, Claire M.; Solecki, Kamila; Papinaud, Laurence; Georgescu, Vera; Roubille, François; Mercier, Gregoire (2016). The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-05-30，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。
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使用方式
数据集获取（Figshare）
- 源站标题：The Intensity of Primary Care for Heart Failure Patients: A Determinant of Readmissions? The CarPaths Study: A French Region-Wide Analysis
- DOI：10.1371/journal.pone.0163268
- 发布日期：2016-10-11
- 文件数：3 个
- 文件总体积：1.15 MB
- 源站页面：https://plos.figshare.com/articles/dataset/The_Intensity_of_Primary_Care_for_Heart_Failure_Patients_A_Determinant_of_Readmissions_The_CarPaths_Study_A_French_Region-Wide_Analysis/4012014
命令行下载
curl -L -o "S1 File.DOCX" "https://ndownloader.figshare.com/files/6455607"
curl -L -o "S2 File.DOCX" "https://ndownloader.figshare.com/files/6455610"
curl -L -o "S3 File.CSV" "https://ndownloader.figshare.com/files/6455616"
文件清单
S1 File.DOCX（778.68 KB）S2 File.DOCX（66.17 KB）S3 File.CSV（304.21 KB）
文件总体积 1.15 MB（源站 API 实测）。
数据说明
Background
We aimed to classify patients with heart failure (HF) by the style of primary care they receive.
Methods and Results
We used the claim data (SNIIRAM: Système National d’Information Inter-Régime de l’Assurance Maladie) of patients living in a French region. We evaluated three concepts. First, baseline clinical status with age and Charlson index. Second, primary care practice style with mean delay between consultations, quantity of nursing care, and variability of diuretic dose. Third, clinical outcomes with death during follow-up, readmission for HF, and rate of unforeseen consultations. The baseline clinical status and the clinical outcomes were included to give an insight in the reasons for, and performance of, primary care practice style. Patients were classified using a hierarchical ascending classification based on principal components. A total of 2,751 patients were included in this study and were followed for a median of 22 months. The mean age was 78 y (SD: 12); 484 (18%) died, and 818 (30%) were readmitted for HF. We found three different significant groups characterized by their need for care and the intensity of practice style: group 1 (N = 734) was “low need-low intensity”; group 2 (N = 1,060) was “high need-low intensity”; and group 3 (N = 957) was “high need-high intensity”. Their readmission rates were 17%, 41% and 28%, respectively.
Conclusions
This study evaluated the link between primary care, clinical status and main clinical outcomes in HF patients. In higher need patients, a low-intensity practice style was associated with poorer clinical outcomes.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0163268（source: https://plos.figshare.com/articles/dataset/The_Intensity_of_Primary_Care_for_Heart_Failure_Patients_A_Determinant_of_Readmissions_The_CarPaths_Study_A_French_Region-Wide_Analysis/4012014）。
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