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A network perspective to the measurement of sense of coherence (SOC): an exploratory graph analysis approach
The measurement of sense of coherence (SOC) has received attention for more than three decades. Despite the extensive use of SOC-13, there is still a...
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Exploratory Factor Analysis of the NEPSY-II Conceptual Template: Acting on Evidence
The present study examined the structure of the NEPSY-II within the norming sample using exploratory factor analysis. For the 3–4-year-old group, our...
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A Model Implied Instrumental Variable Approach to Exploratory Factor Analysis (MIIV-EFA)
Spearman (Am J Psychol 15(1):201–293, 1904. https://doi.org/10.2307/1412107 ) marks the birth of factor analysis. Many articles and books have...
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Modeling Latent Topics in Social Media using Dynamic Exploratory Graph Analysis: The Case of the Right-wing and Left-wing Trolls in the 2016 US Elections
The past few years were marked by increased online offensive strategies perpetrated by state and non-state actors to promote their political agenda,...
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Fully and partially exploratory factor analysis with bi-level Bayesian regularization
This research introduces the fully and partially exploratory factor analysis (EFA) with bi-level Bayesian regularization. The proposed models enable...
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Regularized Variational Estimation for Exploratory Item Factor Analysis
Item factor analysis (IFA), also known as Multidimensional Item Response Theory (MIRT), is a general framework for specifying the functional...
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Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
BackgroundDepression and anxiety are two of the most prevalent and disabling mental disorders worldwide, both in the general population and in...
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Architecture and relationships among cognition, mental health and other human domains revealed by network analysis perspective
Despite the connectome or network “era”, the variety of individual facets (e.g., cognition, personality, mental health) are typically studied as...
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Self-Compassion and Obsessive–Compulsive Symptoms in a Non-Clinical Sample: Insights from Network Analysis and Canonical Correlation Analysis
ObjectivesThe goal of the present study was to investigate the hypothesized complex interactions between dimensions of self-compassion and...
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The relationship between self-control and symptoms of anxiety and depression in patients with eating disorders: a cross-sectional study including exploratory longitudinal data
BackgroundPersonality style can partly be described as the way an individual controls and regulates emotions and can be divided into over- and...
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Exploratory Time-Series Analysis of Consecutive Case Series Data: A Quality Improvement and Adherence Study of a Behavior Analytic Service Provider
Program evaluation is an essential practice for providers of behavior analytic services, as it helps providers understand the extent to which they...
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Conceptualizing anxiety and depression in children and adolescents: a latent factor and network analysis
The objective of this study is to gain insight into the inherent structure of anxiety and depressive symptoms by combining the strengths of latent...
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How (if at All) do Perceptions of Supervisor’s Listening Differ from General Relationship Quality?: Psychometric Analysis
Employees who perceive their supervisors to listen well enjoy multiple benefits, including enhanced well-being. However, concerns regarding the...
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Network Analysis in AP
Further examples of network analysis using the directed graphs introduced in Chap. 4 are given. These networks are graphs showing the degree of...
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Work addiction in Chinese white-collar workers: the psychometric properties of its measure and its comorbidity with general anxiety in network analysis
BackgroundWork addiction (WA) threatens occupation-related health in many countries including China. This research aims to evaluate the psychometric...
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Exploratory Restricted Latent Class Models with Monotonicity Requirements under PÒLYA–GAMMA Data Augmentation
Restricted latent class models (RLCMs) provide an important framework for supporting diagnostic research in education and psychology. Recent research...
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The effects of psychopathology and shame on social representations of health and lifestyle behaviours via free association: a graph analysis approach
BackgroundThere is a knowledge gap in whether psychopathology aspects can shape and mark the social representations about health and lifestyle. In...
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Towards a more comprehensive understanding of depressive symptoms among young adults using Gaussian graphical and directed acyclic graph models
In populations from sub-Saharan African countries, depression is underdiagnosed and undertreated. Depressive symptoms are particularly prevalent and...
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Dimensionality assessment in the presence of wording effects: A network psychometric and factorial approach
This study proposes a procedure for substantive dimensionality estimation in the presence of wording effects, the inconsistent response to regular...
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Generalized Linear Mixed Effects Modeling (GLMM) of Functional Analysis Graphical Construction Elements on Visual Analysis
Multielement designs are the quintessential design tactic to evaluate outcomes of a functional analysis in applied behavior analysis. Protecting the...
