利用正则化负二叉回归分析韩国养老院住院患者住院的影响因素。

IF 2.1 Q2 HEALTH POLICY & SERVICES Policy, Politics, and Nursing Practice Pub Date : 2024-08-01 Epub Date: 2024-06-14 DOI:10.1177/15271544241259427
Juh H Shin, Sun O Jung, Eun J Min
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引用次数: 0

摘要

疗养院(NH)居民住院治疗是否合适仍有争议,决定因素包括及时性、可用治疗、医护人员、医院用药选择以及安全问题。尽管导致住院的因素已被广泛研究,但有关人员配备的研究却十分有限。因此,本研究旨在调查韩国 NH 居民因感染或疾病住院的组织预测因素、护士人员配备和政府激励机制,并找出重要因素。研究采用横断面设计,通过调查收集了 2021 年 8 月 27 日至 2022 年 3 月 25 日期间 51 家 NH 的数据。共包含 32 个解释变量。响应变量是因感染或疾病而住院的居民人数。我们采用最小绝对缩减法和负二项回归法对数据进行了分析。我们发现,注册护士每住院日工作时间的增加与因感染或疾病住院人数的减少有关。应适当保留和招聘具有专业领导能力的护士人员,以提高对 NH 居民的护理质量。
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Factors Influencing Hospitalization of Nursing Home Residents in Korea Using Regularized Negative Binomial Regression.

The appropriateness of hospitalization for nursing home (NH) residents is still up for debate, with determining factors including timeliness, available treatment, healthcare staff, medication options in hospitals, and safety issues. Although the factors leading to hospitalization have been studied expansively, research on staffing is limited. Thus, this study aimed to investigate organizational predictors, nurse staffing, and government incentives and find important factors to hospitalization due to infection or disease among NH residents in Korea. A cross-sectional design was used, and data were collected via survey from a total of 51 NHs from August 27, 2021 to March 25, 2022. A total of 32 explanatory variables were included. The response variable was the count of hospitalized residents due to infection or disease. We analyzed data using least absolute shrinkage and negative binomial regression. We found that registered nurses' increased hours per resident day were related to decreased hospitalizations due to infection or disease. Appropriate retention and recruitment of nurse staffing with professional leadership should be performed to increase the quality of care for NH residents.

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来源期刊
Policy, Politics, and Nursing Practice
Policy, Politics, and Nursing Practice Nursing-Leadership and Management
CiteScore
3.30
自引率
5.60%
发文量
24
期刊介绍: Policy, Politics & Nursing Practice is a quarterly, peer-reviewed journal that explores the multiple relationships between nursing and health policy. It serves as a major source of data-based study, policy analysis and discussion on timely, relevant policy issues for nurses in a broad variety of roles and settings, and for others outside of nursing who are interested in nursing-related policy issues.
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