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Patient Segmentation Based on Patient Loyalty

机译:基于患者忠诚度的患者分割

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The present study aims to perform a segmentation of patients based on their loyalty behaviour. The analysis focuses on Valencia, a region in Spain that features a capitated financing and free-elective framework; such a framework is particularly suitable for this type of study because patient loyalty directly affects the system’s budget and economic viability. Using secondary data from the regional health council, the study focuses on relationships of influence and latent segmentation in answering seven research questions. The two-pronged statistical analysis is designed to analyse relationships of influence, on the one hand, and latent segmentation, on the other. Significant differences were found among the various scales analysed in the three patient loyalty behavioural models (capture, retention and desertion) for each variable within the scope, that is, subjective (gender, age and nationality) and circumstantial (size of the assigned and receiving hospital, location of the province of the assigned hospital). This finding indicates that it may be possible to develop patient profiles based on such variables to analyse different loyalty behaviours in patients and the impact of hospital communication strategies on these behaviours. Patient loyalty is essential to the viability of a capitated health care financing and management system. Likewise, identifying patient profiles would contribute to a better Valencian public health management. Accordingly, it might be applied to evaluate other health care financing systems.
机译:本研究旨在根据忠诚度行为进行患者的分割。该分析侧重于巴伦西亚,西班牙的一个地区,提供了有关的融资和自由选修框架;这种框架特别适用于这种类型的研究,因为患者忠诚直接影响了系统的预算和经济可行性。使用来自区域卫生委员会的二级数据,研究侧重于影响七项研究问题的影响力和潜在细分的关系。双管齐下的统计分析旨在分析对另一方面和潜在的分割的影响力。在范围内的每个变量的三个患者忠诚行为模型(捕获,保留和遗弃)中分析的各种尺度中发现了显着差异,即主观(性别,年龄和国籍)和间接(指定和接收的规模)医院,分配医院的位置)。该发现表明,可以基于这种变量开发患者简档,以分析患者的不同忠诚行为以及医院通信策略对这些行为的影响。患者忠诚度对于负责医疗融资和管理系统的可行性至关重要。同样,识别患者个人资料将有助于更好的瓦伦西亚公共卫生管理。因此,它可能适用于评估其他医疗保健融资系统。

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