Closing the gap between person-oriented theory and methods

被引:14
作者
Mun, Eun Young [1 ]
Bates, Marsha E. [1 ]
Vaschillo, Evgeny [1 ]
机构
[1] Rutgers State Univ, Ctr Alcohol Studies, Piscataway, NJ 08854 USA
关键词
HEART-RATE-VARIABILITY; DEVELOPMENTAL PSYCHOPATHOLOGY; POTENTIAL PROBLEMS; PROBLEM BEHAVIORS; CLUSTER-ANALYSIS; MODELS; STRATEGIES; EMOTION; ALCOHOL;
D O I
10.1017/S0954579410000039
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
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.
引用
收藏
页码:261 / 271
页数:11
相关论文
共 38 条
[1]   Heart rate variability as an index of regulated emotional responding [J].
Appelhans, Bradley M. ;
Luecken, Linda J. .
REVIEW OF GENERAL PSYCHOLOGY, 2006, 10 (03) :229-240
[2]   Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations [J].
Bauer, Daniel J. ;
Preacher, Kristopher J. ;
Gil, Karen M. .
PSYCHOLOGICAL METHODS, 2006, 11 (02) :142-163
[3]   The integration of continuous and discrete latent variable models: Potential problems and promising opportunities [J].
Bauer, DJ ;
Curran, PJ .
PSYCHOLOGICAL METHODS, 2004, 9 (01) :3-29
[4]   Distributional assumptions of growth mixture models: Implications for overextraction of latent trajectory classes [J].
Bauer, DJ ;
Curran, PJ .
PSYCHOLOGICAL METHODS, 2003, 8 (03) :338-363
[5]   A person-oriented approach in research on developmental psychopathology [J].
Bergman, LR ;
Magnusson, D .
DEVELOPMENT AND PSYCHOPATHOLOGY, 1997, 9 (02) :291-319
[6]   Emotion as a thermostat: Representing emotion regulation using a damped oscillator model [J].
Chow, SM ;
Ram, N ;
Boker, SM ;
Fujita, F ;
Clore, G .
EMOTION, 2005, 5 (02) :208-225
[7]  
Cicchetti D., 2006, Developmental and psychopathology, V1, P1
[8]   The past achievements and future promises of developmental psychopathology: the coming of age of a discipline [J].
Cicchetti, Dante ;
Toth, Sheree L. .
JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY, 2009, 50 (1-2) :16-25
[9]  
Cohen J., 1988, Statistical power analysis for the behavioral sciences, VSecond
[10]   A realistic perspective on pattern representation in growth data: Comment on Bauer and Curran (2003) [J].
Cudeck, R ;
Henly, SJ .
PSYCHOLOGICAL METHODS, 2003, 8 (03) :378-383