The Application of Higher-order and Growth Mixture Modeling in Family Studies

Concurrent Sessions 3
Catherine Walker O'Neal; K.A.S. Wickrama, Tae Kyoung Lee; Tae Kyoung Lee; Organizer: Tae Kyoung Lee; Chair: Frederick O. Lorenz
3:15 PM
4:30 PM
Location
Marquette IV (2nd Fl)
Session #
142
Session Type
Symposium
Session Focus
  • Research
Organized By
  • Research & Theory

About the Session

  • 142-01 An Introduction to Growth Curve Modeling with Developmental and Family Data
    Presented by: Catherine Walker O'Neal
  • 142-02 Utilizing Higher-Order Growth Curves in Family Science Research
    Presented by: K.A.S. Wickrama, Tae Kyoung Lee
  • 142-03 Beyond Growth Curves: The Application of Mixture Modeling
    Presented by: Tae Kyoung Lee

Organizer: Tae Kyoung Lee

Chair: Frederick O. Lorenz

(NBCC/NASW (pending)/MNMFT 1.0)

Abstract(s)

An Introduction to Growth Curve Modeling with Developmental and Family Data

Presented by: Catherine Walker O'Neal

Family researchers have used latent growth curve modeling (LGCM) to describe longitudinal change. However, as researchers model more intricate patterns of change in family attributes to test complex hypotheses derived from family theories, various extensions of LGCM, such as second-order LGCMs and growth mixture models, are warranted. Using longitudinal data from 436 adolescents who participated in the Iowa Family Transition Project during an 11-year period (1990-2001), this symposium will introduce and illustrate the application is these advanced quantitative models.

Utilizing Higher-Order Growth Curves in Family Science Research

Presented by: K.A.S. Wickrama, Tae Kyoung Lee

Beyond Growth Curves: The Application of Mixture Modeling

Presented by: Tae Kyoung Lee; Organizer: Tae Kyoung Lee; Chair: Frederick O. Lorenz

Bundle name
Conference Session