Literature DB >> 19727339

Categories and Dimensions Advancing Psychological Science Through the Study of Latent Structure.

John Ruscio1, Ayelet Meron Ruscio.   

Abstract

The distinction between categories and dimensions has important consequences for basic and applied science in many areas of psychological research. Decisions as to whether individuals should be assigned to groups or located along one or more continua often are based on personal preferences or discipline-specific measurement traditions, which can lead to the creation, use, or reification of spurious categories or dimensions. Methods for evaluating the latent structure of psychological constructs, using powerful and informative tests between competing models, are available. Rather than choosing on a priori grounds, investigators can perform structural research to evaluate the strength and consistency with which results tease apart categorical and dimensional models. Here, we review why researchers should make this distinction empirically, briefly discuss methods available for doing so, and describe the breadth of areas ripe for exploiting the largely untapped potential of structural research.

Year:  2008        PMID: 19727339      PMCID: PMC2736067          DOI: 10.1111/j.1467-8721.2008.00575.x

Source DB:  PubMed          Journal:  Curr Dir Psychol Sci        ISSN: 0963-7214


  12 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

3.  Taxometrics in psychopathology research: an introduction to some of the procedures and related methodological issues.

Authors:  David A Cole
Journal:  J Abnorm Psychol       Date:  2004-02

4.  Applying the Bootstrap to Taxometric Analysis: Generating Empirical Sampling Distributions to Help Interpret Results.

Authors:  John Ruscio; Ayelet Meron Ruscio; Mati Meron
Journal:  Multivariate Behav Res       Date:  2007 Apr-Jun       Impact factor: 5.923

5.  A conceptual and psychometric framework for distinguishing categories and dimensions.

Authors:  Paul De Boeck; Mark Wilson; G Scott Acton
Journal:  Psychol Rev       Date:  2005-01       Impact factor: 8.934

6.  Diagnosing major depressive disorder XI: a taxometric investigation of the structure underlying DSM-IV symptoms.

Authors:  John Ruscio; Mark Zimmerman; Joseph B McGlinchey; Iwona Chelminski; Diane Young
Journal:  J Nerv Ment Dis       Date:  2007-01       Impact factor: 2.254

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.  Evaluating the latent structure of the MMPI-2 F(p) scale in a forensic sample: a taxometric analysis.

Authors:  David R Strong; David M Glassmire; Richard I Frederick; Roger L Greene
Journal:  Psychol Assess       Date:  2006-09

9.  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

10.  The latent structure of analogue depression: should the Beck Depression Inventory be used to classify groups?

Authors:  Ayelet Meron Ruscio; John Ruscio
Journal:  Psychol Assess       Date:  2002-06
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  11 in total

1.  Social phobia: further evidence of dimensional structure.

Authors:  Erica Crome; Andrew Baillie; Tim Slade; Ayelet Meron Ruscio
Journal:  Aust N Z J Psychiatry       Date:  2010-11       Impact factor: 5.744

2.  DSM-IV antisocial personality disorder and conduct disorder: evidence for taxonic structures among individuals with and without substance use disorders in the general population.

Authors:  Bradley T Kerridge; Tulshi D Saha; Deborah S Hasin
Journal:  J Stud Alcohol Drugs       Date:  2014-05       Impact factor: 2.582

3.  Latent Class Analysis of DSM-5 Alcohol Use Disorder Criteria Among Heavy-Drinking College Students.

Authors:  Dipali Venkataraman Rinker; Clayton Neighbors
Journal:  J Subst Abuse Treat       Date:  2015-05-16

4.  Integrating structural and epidemiological research to inform the classification of psychopathology.

Authors:  Ayelet Meron Ruscio
Journal:  Int J Methods Psychiatr Res       Date:  2009-12       Impact factor: 4.035

5.  DSM-IV schizotypal personality disorder: a taxometric analysis among individuals with and without substance use disorders in the general population.

Authors:  Bradley T Kerridge; Tulshi D Saha; Deborah S Hasin
Journal:  Ment Health Subst Use       Date:  2014

6.  Cytokine Patterns in Healthy Adolescent Girls: Heterogeneity Captured by Variable and Person-Centered Statistical Strategies.

Authors:  Lorah D Dorn; Jochebed G Gayles; Christopher G Engeland; Renate Houts; Giovanni Cizza; Lee A Denson
Journal:  Psychosom Med       Date:  2016 Jul-Aug       Impact factor: 4.312

7.  Taxometric analysis of DSM-IV and DSM-5 alcohol use disorders.

Authors:  Bradley T Kerridge; Tulshi D Saha; Gerhard Gmel; Jürgen Rehm
Journal:  Drug Alcohol Depend       Date:  2012-11-02       Impact factor: 4.492

8.  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

9.  Latent class analysis of attention and white matter correlation in children with attention-deficit/hyperactivity disorder.

Authors:  A S U Rossi; L M Moura; M C Miranda; M Muszkat; C B Mello; O F A Bueno
Journal:  Braz J Med Biol Res       Date:  2018-10-04       Impact factor: 2.590

10.  Transitions in coping profiles after breast cancer diagnosis: implications for depressive and physical symptoms.

Authors:  Jacqueline H J Kim; Emma E Bright; Timothy J Williamson; Jennifer L Krull; Karen L Weihs; Annette L Stanton
Journal:  J Behav Med       Date:  2020-06-13
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