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Nursing home care quality: a cluster analysis

机译:疗养院护理质量:聚类分析

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Purpose - The purpose of this paper is to explore potential differences in how nursing home residents rate care quality and to explore cluster characteristics. Design/methodology/approach - A cross-sectional design was used, with one questionnaire including questions from quality from patients' perspective and Big Five personality traits, together with questions related to socio-demographic aspects and health condition. Residents (n = 103) from four Norwegian nursing homes participated (74.1 percent response rate). Hierarchical cluster analysis identified clusters with respect to care quality perceptions. χ~2 tests and one-way between-groups ANOVA were performed to characterise the clusters (p < 0.05). Findings - Two clusters were identified; Cluster 1 residents (28.2 per cent) had the best care quality perceptions and Cluster 2 (67.0 per cent) had the worst perceptions. The clusters were statistically significant and characterised by personal-related conditions: gender, psychological well-being, preferences, admission, satisfaction with staying in the nursing home, emotional stability and agreeableness, and by external objective care conditions: healthcare personnel and registered nurses. Research limitations/implications - Residents assessed as having no cognitive impairments were included, thus excluding the largest group. By choosing questionnaire design and structured interviews, the number able to participate may increase. Practical implications - Findings may provide healthcare personnel and managers with increased knowledge on which to develop strategies to improve specific care quality perceptions. Originality/value - Cluster analysis can be an effective tool for differentiating between nursing homes residents' care quality perceptions.
机译:目的-本文的目的是探讨养老院居民评估护理质量的潜在差异,并探讨集群特征。设计/方法/方法-使用横断面设计,其中一份问卷包括患者角度的质量问题和“五大”人格特质,以及与社会人口统计学方面和健康状况有关的问题。来自四个挪威疗养院的居民(n = 103)参加了调查(答复率为74.1%)。层次聚类分析确定了关于护理质量感知的聚类。进行χ〜2检验和组间单向方差分析以表征聚类(p <0.05)。调查结果-确定了两个集群;第一类居民(28.2%)对医疗质量的看法最好,第二类居民(67.0%)的看法最差。这些数据集具有统计学意义,并具有以下个人相关条件:性别,心理健康,偏好,入院,对留在疗养院的满意度,情绪稳定和愉快,以及外部客观护理条件:医护人员和注册护士。研究的局限性/意义-包括被评估为没有认知障碍的居民,因此不包括最大的人群。通过选择问卷设计和结构化访谈,可以参加的人数可能会增加。实际意义-研究结果可以为医疗保健人员和管理人员提供更多的知识,以帮助他们制定改善特定护理质量观念的策略。独创性/价值-聚类分析可以成为区分养老院居民对护理质量的看法的有效工具。

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