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心力衰竭住院患者的劳动力配置与住院时间及费用的关联。

The association of workforce configurations with length of stay and charges in hospitalized patients with congestive heart failure.

作者信息

Williams Tremaine B, Crump Alisha, Parker Pearman, Garza Maryam Y, Seker Emel, Swindle Taren Massey, Robins Taiquitha, Price Adrian, Sexton Kevin Wayne

机构信息

Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, United States.

Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, AR, United States.

出版信息

Front Health Serv. 2024 Dec 23;4:1411409. doi: 10.3389/frhs.2024.1411409. eCollection 2024.

Abstract

INTRODUCTION

Clinicians are the conduits of high-quality care delivery. Clinicians have driven advancements in pharmacotherapeutics, devices, and related interventions and improved morbidity and mortality in patients with congestive heart failure over the past decade. Yet, the management of congestive heart failure has become extraordinarily complex and has fueled recommendations from the American Heart Association and the American College of Cardiology to optimize the composition of the care team to reduce the health, economic, and the health system burden of high lengths of stay and hospital charges. Therefore, the purpose of this study was to identify the extent to which specific care team configurations were associated with high length of stay and high-charge hospitalizations of patients with congestive heart failure.

METHODS

This study performed a retrospective analysis of data extracted from the electronic health records of 3,099 patients and their hospitalizations from the Arkansas Clinical Data Repository. The data was analyzed using binomial logistic regression in which adjusted odds ratios reflected the association of specific care team configurations (i.e., combination of care roles) with length of stay and hospital charges.

RESULTS

Team configurations that included a nurse practitioner, registered nurse, care manager, and social worker were generally above the median length of stay and median charges when compared to team configurations that did not collectively include all of these roles. Patients with larger configurations (i.e., four or more different care roles) had higher length of stays and charges than smaller configurations (i.e., two to three different care roles). The results also validated the Van Walraven Elixhauser Comorbidity Score by finding that its quartiles were associated with length of stay and charges, an indicator of care demand based on patient morbidity.

CONCLUSIONS

Cardiologists, alone, cannot shoulder the burden of improving patient outcomes. Care team configuration data within electronic health record systems of hospitals could be an effective method of isolating and tracking high-risk patients. Registered nurses may be particularly effective in advancing real-time risk stratification by applying the Van Walraven Elixhauser Comorbidity Score at the point of care, improving the ability of health systems to match care demand with workforce availability.

摘要

引言

临床医生是高质量医疗服务的传递者。在过去十年中,临床医生推动了药物治疗、器械及相关干预措施的进步,并改善了充血性心力衰竭患者的发病率和死亡率。然而,充血性心力衰竭的管理变得异常复杂,这促使美国心脏协会和美国心脏病学会提出建议,以优化护理团队的组成,减轻因住院时间过长和高额住院费用给患者健康、经济和卫生系统带来的负担。因此,本研究的目的是确定特定护理团队配置与充血性心力衰竭患者住院时间过长和高额费用住院治疗之间的关联程度。

方法

本研究对从阿肯色州临床数据存储库中提取的3099名患者及其住院记录的电子健康记录数据进行了回顾性分析。使用二项逻辑回归分析数据,其中调整后的优势比反映了特定护理团队配置(即护理角色组合)与住院时间和住院费用之间的关联。

结果

与未共同包含所有这些角色的团队配置相比,包含执业护士、注册护士、护理经理和社会工作者的团队配置的住院时间中位数和费用中位数通常更高。配置较大(即四个或更多不同护理角色)的患者比配置较小(即两到三个不同护理角色)的患者住院时间更长、费用更高。研究结果还验证了范瓦尔拉文-埃利克斯豪泽合并症评分,发现其四分位数与住院时间和费用相关,这是基于患者发病率的护理需求指标。

结论

仅靠心脏病专家无法承担改善患者预后的重任。医院电子健康记录系统中的护理团队配置数据可能是隔离和跟踪高危患者的有效方法。注册护士通过在护理点应用范瓦尔拉文-埃利克斯豪泽合并症评分来推进实时风险分层可能特别有效,从而提高卫生系统将护理需求与劳动力可用性相匹配的能力。

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