Literature DB >> 20423540

Closing the gap between person-oriented theory and methods.

Eun Young Mun1, Marsha E Bates, Evgeny Vaschillo.   

Abstract

Sterba and Bauer's Keynote Article discusses the blurred distinction between theoretical principles and analytical methods in the person-oriented approach as problematic and review which of the person-oriented principles are testable under the four types of latent variable models for longitudinal data. Although the issue is important, some arbitrariness exists in determining whether a given principle can be tested within each analytic approach. To close the gap between person-oriented theory and methods and to extend the person-oriented approach more generally, it is necessary to embrace both variable-oriented and person-oriented methods because it is not the individual analytic methods but how studies are implemented as a whole that defines the person-oriented approach. Three areas in developmental psychopathology are discussed in which variable-oriented and person-oriented methods can be complementary. The need to better understand the target system using an appropriate person-specific tool is graphically illustrated. Several concepts of dynamic systems such as attractors, phase transitions, and control parameters are illustrated using experimentally perturbed cardiac rhythms (heart rate variability) as an example in the context of translational alcohol research.

Entities:  

Mesh:

Year:  2010        PMID: 20423540      PMCID: PMC3874391          DOI: 10.1017/S0954579410000039

Source DB:  PubMed          Journal:  Dev Psychopathol        ISSN: 0954-5794


  26 in total

1.  Dynamic systems methods for models of developmental psychopathology.

Authors:  Isabela Granic; Tom Hollenstein
Journal:  Dev Psychopathol       Date:  2003

2.  A realistic perspective on pattern representation in growth data: comment on Bauer and Curran (2003).

Authors:  Robert Cudeck; Susan J Henly
Journal:  Psychol Methods       Date:  2003-09

3.  Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes.

Authors:  Daniel J Bauer; Patrick J Curran
Journal:  Psychol Methods       Date:  2003-09

4.  Alternate cardiovascular baseline assessment techniques: vanilla or resting baseline.

Authors:  J R Jennings; T Kamarck; C Stewart; M Eddy; P Johnson
Journal:  Psychophysiology       Date:  1992-11       Impact factor: 4.016

Review 5.  Matching method with theory in person-oriented developmental psychopathology research.

Authors:  Sonya K Sterba; Daniel J Bauer
Journal:  Dev Psychopathol       Date:  2010-05

6.  Developing the person-oriented approach: theory and methods of analysis.

Authors:  Alexander von Eye
Journal:  Dev Psychopathol       Date:  2010-05

7.  Emotion as a thermostat: representing emotion regulation using a damped oscillator model.

Authors:  Sy-Miin Chow; Nilam Ram; Steven M Boker; Frank Fujita; Gerald Clore
Journal:  Emotion       Date:  2005-06

8.  A model-based cluster analysis approach to adolescent problem behaviors and young adult outcomes.

Authors:  Eun Young Mun; Michael Windle; Lisa M Schainker
Journal:  Dev Psychopathol       Date:  2008

9.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models.

Authors:  Kristopher J Preacher; Andrew F Hayes
Journal:  Behav Res Methods       Date:  2008-08

10.  Cognitive-behavioral treatment of school-refusing children: a controlled evaluation.

Authors:  N J King; B J Tonge; D Heyne; M Pritchard; S Rollings; D Young; N Myerson; T H Ollendick
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  1998-04       Impact factor: 8.829

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  2 in total

1.  A computational physiology approach to personalized treatment models: the beneficial effects of slow breathing on the human cardiovascular system.

Authors:  Maria Fonoberova; Igor Mezić; Jennifer F Buckman; Vladimir A Fonoberov; Adriana Mezić; Evgeny G Vaschillo; Eun-Young Mun; Bronya Vaschillo; Marsha E Bates
Journal:  Am J Physiol Heart Circ Physiol       Date:  2014-07-25       Impact factor: 4.733

2.  Do Brief Alcohol Interventions Reduce Driving After Drinking Among College Students? A Two-step Meta-analysis of Individual Participant Data.

Authors:  Eun-Young Mun; Xiaoyin Li; Shelby Lineberry; Zhengqi Tan; David Huh; Scott T Walters; Zhengyang Zhou; Mary E Larimer
Journal:  Alcohol Alcohol       Date:  2022-01-08       Impact factor: 2.826

  2 in total

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