Literature DB >> 23946883

Performing Taxometric Analysis to Distinguish Categorical and Dimensional Variables.

John Ruscio1, Ayelet Meron Ruscio, Lauren M Carney.   

Abstract

A fundamental question facing clinical scientists is whether the constructs they are studying are categorical or dimensional in nature. The taxometric method was developed expressly to answer this question and is being used by a growing number of investigators to inform theory, research, and practice in psychopathology. The current paper provides a practical introduction to the method, updating earlier tutorials based on the findings of recent methodological studies. We offer revised guidelines for data requirements, indicator selection, parameter estimation, and procedure selection and implementation. We illustrate our recommended approach to taxometric analysis using idealized data sets as well as data sets representative of those found in clinical research. We close with advice to help newcomers get started on their own taxometric analyses.

Entities:  

Keywords:  Taxometric analysis; categories; dimensions; model comparison

Year:  2011        PMID: 23946883      PMCID: PMC3740760          DOI: 10.5127/jep.010910

Source DB:  PubMed          Journal:  J Exp Psychopathol        ISSN: 2043-8087


  25 in total

1.  On the practice of dichotomization of quantitative variables.

Authors:  Robert C MacCallum; Shaobo Zhang; Kristopher J Preacher; Derek D Rucker
Journal:  Psychol Methods       Date:  2002-03

Review 2.  A structure-based approach to psychological assessment: matching measurement models to latent structure.

Authors:  John Ruscio; Ayelet Meron Ruscio
Journal:  Assessment       Date:  2002-03

Review 3.  Taxometrics and developmental psychopathology.

Authors:  Theodore P Beauchaine
Journal:  Dev Psychopathol       Date:  2003

4.  Clarifying boundary issues in psychopathology: the role of taxometrics in a comprehensive program of structural research.

Authors:  John Ruscio; Ayelet Meron Ruscio
Journal:  J Abnorm Psychol       Date:  2004-02

5.  What's in a taxon?

Authors:  Paul E Meehl
Journal:  J Abnorm Psychol       Date:  2004-02

6.  The maxslope taxometric procedure: mathematical derivation, parameter estimation, consistency tests.

Authors:  William M Grove
Journal:  Psychol Rep       Date:  2004-10

7.  Detecting small taxa using simulated comparison data: A reanalysis of Beach, Amir, and Bau's (2005) data.

Authors:  John Ruscio; David K Marcus
Journal:  Psychol Assess       Date:  2007-06

8.  Plate tectonics in the classification of personality disorder: shifting to a dimensional model.

Authors:  Thomas A Widiger; Timothy J Trull
Journal:  Am Psychol       Date:  2007 Feb-Mar

9.  Using taxometric analysis to distinguish a small latent taxon from a latent dimension with positively skewed indicators: the case of involuntary defeat syndrome.

Authors:  John Ruscio; Ayelet Meron Ruscio; Terence M Keane
Journal:  J Abnorm Psychol       Date:  2004-02

10.  Important questions remain to be addressed before adopting a dimensional classification of mental disorders.

Authors:  Ayelet Meron Ruscio
Journal:  Am Psychol       Date:  2008-01
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  9 in total

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2.  Functional Neuroimaging Evidence for Distinct Neurobiological Pathways in Attention-Deficit/Hyperactivity Disorder.

Authors:  Michael C Stevens; Godfrey D Pearlson; Vince D Calhoun; Katie L Bessette
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2017-09-23

3.  Probing the overarching continuum theory: data-driven phenotypic clustering of children with ASD or ADHD.

Authors:  M K Deserno; J Bathelt; A P Groenman; H M Geurts
Journal:  Eur Child Adolesc Psychiatry       Date:  2022-06-10       Impact factor: 4.785

4.  Dimensional Latent Structure of Early Disruptive Behavior Disorders: A Taxometric Analysis in Preschoolers.

Authors:  Sören Kliem; Nina Heinrichs; Anna Lohmann; Regina Bussing; Gudrun Schwarzer; Wolfgang Briegel
Journal:  J Abnorm Child Psychol       Date:  2018-10

5.  Are migraine and tension-type headache diagnostic types or points on a severity continuum? An exploration of the latent taxometric structure of headache.

Authors:  Dana P Turner; Todd A Smitherman; Anna Katherine Black; Donald B Penzien; John A H Porter; Kenneth R Lofland; Timothy T Houle
Journal:  Pain       Date:  2015-07       Impact factor: 7.926

6.  Weight Stigma Reduction and Genetic Determinism.

Authors:  Anja Hilbert
Journal:  PLoS One       Date:  2016-09-15       Impact factor: 3.240

7.  Dimensional psychotic experiences in adolescence: Evidence from a taxometric study of a community-based sample.

Authors:  Mark J Taylor; Daniel Freeman; Angelica Ronald
Journal:  Psychiatry Res       Date:  2016-04-11       Impact factor: 3.222

8.  Dimensional Latent Structure of Callous-Unemotional Traits in German Adolescents: Results from Taxometric Analyses.

Authors:  Sören Kliem; Yvonne Krieg; Thimna Klatt; Dirk Baier
Journal:  Res Child Adolesc Psychopathol       Date:  2021-11-13

9.  Illustration of Step-Wise Latent Class Modeling With Covariates and Taxometric Analysis in Research Probing Children's Mental Models in Learning Sciences.

Authors:  Dimitrios Stamovlasis; George Papageorgiou; Georgios Tsitsipis; Themistoklis Tsikalas; Julie Vaiopoulou
Journal:  Front Psychol       Date:  2018-04-16
  9 in total

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