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高需求、高费用老年患者的多病共存模式。

Multimorbidity patterns in high-need, high-cost elderly patients.

机构信息

Department of Cardiologic, Vascular, and Thoracic Sciences and Public Health, University of Padova, Padova, Italy.

Department of Statistical Sciences, University of Padova, Padova, Italy.

出版信息

PLoS One. 2018 Dec 17;13(12):e0208875. doi: 10.1371/journal.pone.0208875. eCollection 2018.

Abstract

INTRODUCTION

Patients with complex health care needs (PCHCN) are individuals who require numerous, costly care services and have been shown to place a heavy burden on health care resources. It has been argued that an important issue in providing value-based primary care concerns how to identify groups of patients with similar needs (who pose similar challenges) so that care teams and care delivery processes can be tailored to each patient subgroup. Our study aims to describe the most common chronic conditions and their combinations in a cohort of elderly PCHCN.

METHODS

We focused on a cohort of PCHCN residing in an area served by a local public health unit (the "Azienda ULSS4-Veneto") and belonging to Resource Utilization Bands 4 and 5 according to the ACG System. For each patient we extracted Expanded Diagnosis Clusters, and combined them with information available from Rx-MGs diagnoses. For the present work we focused on 15 diseases/disorders, analyzing their combinations as dyads and triads. Latent class analysis was used to elucidate the patterns of the morbidities considered in the PCHCN.

RESULTS

Five disease clusters were identified: one concerned metabolic-ischemic heart diseases; one was labelled as neurological and mental disorders; one mainly comprised cardiac diseases such as congestive heart failure and atrial fibrillation; one was largely associated with respiratory conditions; and one involved neoplasms.

CONCLUSIONS

Our study showed specific common associations between certain chronic diseases, shedding light on the patterns of multimorbidity often seen in PCHCN. Studying these patterns in more depth may help to better organize the intervention needed to deal with these patients.

摘要

简介

患有复杂健康需求的患者(PCHCN)是指需要大量昂贵的护理服务且对医疗资源造成沉重负担的个体。有人认为,提供基于价值的初级保健的一个重要问题是如何识别具有相似需求(面临相似挑战)的患者群体,以便护理团队和护理提供过程能够针对每个患者亚组进行调整。我们的研究旨在描述一组老年 PCHCN 中最常见的慢性疾病及其组合。

方法

我们专注于居住在当地公共卫生单位(“Azienda ULSS4-Veneto”)服务区域内的 PCHCN 队列,并根据 ACG 系统归入资源利用带 4 和 5。对于每个患者,我们提取了扩展诊断聚类,并将其与 Rx-MGs 诊断中提供的信息相结合。对于本研究,我们专注于 15 种疾病/障碍,分析它们的二联体和三联体组合。潜在类别分析用于阐明 PCHCN 中考虑的病态模式。

结果

确定了五个疾病聚类:一个与代谢性缺血性心脏病有关;一个被标记为神经和精神障碍;一个主要包括充血性心力衰竭和心房颤动等心脏疾病;一个主要与呼吸状况有关;一个涉及肿瘤。

结论

我们的研究表明了某些慢性疾病之间存在特定的常见关联,揭示了 PCHCN 中常见的多种疾病模式。更深入地研究这些模式可能有助于更好地组织干预措施来应对这些患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ac2/6296662/cd5cb8ea779f/pone.0208875.g001.jpg

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