S6E04 Person-Centered vs. Variable-Centered Analysis

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In this week’s episode, Greg and Patrick talk about person-centered methods versus variable-centered methods with the punch line being that the historically contentious distinction between these two is unnecessary, unhelpful, and even counter productive. Along the way they also discuss lost luggage, Sabena Air t-shirts, the Inquisition, honey badger Americans, Fredrik Backman, punch lines, a frayed knot, the Keanu Reeves of statistics, new bosses and old bosses, non sequiturs, fffsssshhhhh, ergodicity, complimentary eye patches, and Atrick.

Related Episodes

  • S4E14: Growth Trajectory Estimates: What’s My Line?
  • S4E05: Moderated Nonlinear Factor Analysis with Dan Bauer
  • S2E29: Multilevel Models: The Often Unnecessary Green Monster with Dan McNeish
  • S1E26: The Internal Validity Pre-Flight Checklist

Recommended Readings

Bergman, L. R., Magnusson, D., & El Khouri, B. M. (2003). Studying individual development in an interindividual context: A person-oriented approach. Psychology Press.

Bergman, L. R., Von Eye, A., & Magnusson, D. (2015). Person‐oriented research strategies in developmental psychopathology. Developmental Psychopathology: Volume one: Theory and method, 850-888.

Bauer, D. J., & Shanahan, M. J. (2007). Modeling complex interactions: Person-centered and variable-centered approaches. Modeling Contextual Effects in Longitudinal Studies21, 255-83.

Curran, P. J., & Wirth, R. J. (2004). Interindividual differences in intraindividual variation: Balancing internal and external validity. Measurement: Interdisciplinary Research and Perspectives2, 219.

Molenaar, P. C. (2004). A manifesto on psychology as idiographic science: Bringing the person back into scientific psychology, this time forever. Measurement2, 201-218.

Molenaar, P. C., & Campbell, C. G. (2009). The new person-specific paradigm in psychology. Current Directions in Psychological Science18, 112-117.

Sterba, S. K., & Bauer, D. J. (2010). Matching method with theory in person-oriented developmental psychopathology research. Development and Psychopathology22, 239-254.

 

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