Cluster Analysis of Co-occurring Human Personality Traits and Depression

2021 ◽  
pp. 247-256
Author(s):  
Marta Emirsajłow
2019 ◽  
Vol 13 (4) ◽  
pp. 745-752 ◽  
Author(s):  
Habibolah Khazaie ◽  
Ali Zakiei ◽  
Saeid Komasi

ABSTRACTObjectiveThe current study compares the measures of sleep quality and intensity of insomnia based on the clustering analysis of variables including dysfunctional beliefs and attitudes about sleep, experiential avoidance, personality traits of neuroticism, and complications with emotion regulation among the individuals struck by an earthquake in Kermanshah Province.MethodsThis study is a cross-sectional study that was carried out among earthquake victims of Kermanshah Province (western Iran) in 2017. Data were gathered starting 10 days after the earthquake and lasted for 2 weeks; of 1,200 standard questionnaires distributed, 1,001 responses were received, and the analysis was performed using 999 participants. The data analysis was carried out using a cluster analysis (K-mean method).ResultsTwo clusters were identified, and there is a significant difference between these two clusters in regard to all of the variables. The cluster with higher mean values for the selected variables shows a higher intensity of insomnia and a lower sleep quality.ConclusionsConsidering the current results, it can be concluded that variables of dysfunctional attitudes and beliefs about sleep, experiential avoidance, the personality traits of neuroticism, and complications with emotion regulation are able to identify the clusters where there is a significant difference in regard to sleep quality and the intensity of insomnia. (Disaster Med Public Health Preparedness. 2019;13:745–752)


Author(s):  
Leandro Martín Casari ◽  
Mirta Susana Ison ◽  
Beatriz Margarita María Gómez

The Personal Style of the Therapist (PST) is an important aspect to assess in the therapeutic process. Previous research has explored therapist’s profiles and their differences according to a variety of theoretical orientations, as well as the association between these profiles and personality traits. This study aims to put together these lines of research through a cluster analysis. The specific goals were to describe the profiles of therapists with respect to the functions of the PST and personality traits; and to analyze whether the professionals’ profiles and their theoretical orientations were related. The sample was comprised of 546 Argentinian therapists. The Personal Style of the Therapist Questionnaire (PST-Q) and the Big Five Inventory (BFI) were used as measuring instruments. Using the methodology of hierarchical analysis based on a cluster analysis integrating the five factors of the PST, a four-cluster solution was confirmed to be the most satisfactory. Subsequently, a cluster analysis of k-means based on the five factors of each test (PST-Q and BFI) was performed. Finally, the relationship between the clusters and theoretical orientation and years of clinical practice was assessed, rendering positive outcomes. The results are discussed based on previous research studies and the significance of studying the therapist’s personal variables and their connection with psychotherapy efficacy.


2018 ◽  
Vol 19 (2) ◽  
pp. 9-20
Author(s):  
Ján Porvazník

The aim of the article is to define the competence of the employees - managers and employees, the need and methods of its evaluation. Meeting the set goals requires a scientific approach to meeting the goal set. Employees’ holistic competence consists of them, professional knowledge, practical skills and personality traits. Defining the necessary knowledge, application skills and human personality traits is a fundamental contribution of a scientific article. Another scientific benefit is emphasis the need to know the necessary knowledge, skills and human qualities to achieve the holistic competence of the workers. The specific scientific contribution of the article is the definition, justification and explanation of the use of valuation methods in management practice.


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