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意大利精神卫生患者再入院的临床和组织因素预测。

Clinical and organizational factors predicting readmission for mental health patients across Italy.

机构信息

Section of Psychiatry, Department of Neurosciences, Biomedicine and Movement Sciences, Ospedale Policlinico "G.B. Rossi", University of Verona, P.le L.A. Scuro, 10, 37134, Verona, Italy.

Mental Health Unit, National Institute for Health and Welfare (THL), P.O. Box 30, 00271, Helsinki, Finland.

出版信息

Soc Psychiatry Psychiatr Epidemiol. 2020 Feb;55(2):187-196. doi: 10.1007/s00127-019-01766-y. Epub 2019 Aug 28.

Abstract

PURPOSE

The aims of our study are: to explore rehospitalization in mental health services across Italian regions, Local Health Districts (LHDs), and hospitals; to examine the predictive power of different clinical and organizational factors.

METHODS

The data set included adult patients resident in Italy discharged from a general hospital episode with a main psychiatric diagnosis in 2012. Independent variables at the individual, hospital, LHD, and region levels were used. Outcome variables were individual-level readmission and LHD-level readmission rate to any hospital at 1-year follow-up. The association with readmission of each variable was assessed through both single- and multi-level logistic regression; descriptive statistics were provided to assess geographical variation. Relevance of contextual effects was investigated through a series of random-effects regressions without covariates.

RESULTS

The national 1-year readmission rate was 43.0%, with a cross-regional coefficient of variation of 6.28%. Predictors of readmission were: admission in the same LHD as residence, psychotic disorder, higher length of stay (LoS), higher rate of public beds in the LHD; protective factors were: young age, involuntary admission, and intermediate number of public healthcare staff at the LHD level. Contextual factors turned out to affect readmission only to a limited degree.

CONCLUSIONS

Homogeneity of readmission rates across regions, LHDs, hospitals, and groups of patients may be considered as a positive feature in terms of equity of the mental healthcare system. Our results highlight that readmission is mainly determined by individual-level factors. Future research is needed to better explore the relationship between readmission and LoS, discharge decision, and resource availability.

摘要

目的

我们研究的目的是:探索意大利各地区、地方卫生区(LHD)和医院的精神卫生服务再入院情况;检验不同临床和组织因素的预测能力。

方法

数据集包括 2012 年从综合医院出院的、有主要精神科诊断的意大利成年患者。使用个体、医院、LHD 和地区各级别的自变量。个体水平的再入院和 1 年随访时任何医院的 LHD 水平再入院率为结局变量。通过单因素和多因素逻辑回归评估每个变量与再入院的关联;提供描述性统计数据以评估地理差异。通过一系列无协变量的随机效应回归来研究背景效应的相关性。

结果

全国 1 年再入院率为 43.0%,跨区域变异系数为 6.28%。再入院的预测因素为:与居住地相同的 LHD 入院、精神病障碍、住院时间(LoS)较长、LHD 中公共床位比例较高;保护因素为:年龄较小、非自愿入院、LHD 级别公共卫生人员数量中等。结果表明,背景因素仅在一定程度上影响再入院。

结论

考虑到精神卫生保健系统的公平性,各地区、LHD、医院和患者群体的再入院率的同质性可被视为一个积极特征。我们的结果强调,再入院主要由个体水平的因素决定。需要进一步研究以更好地探索再入院与 LoS、出院决策和资源可用性之间的关系。

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