Identifying different ways people change: A latent basis growth mixture model example identifying nonlinear trajectories of binge drinking

Citation

Soloski, Kristy L. & Durtschi, Jared A. (2019). Identifying different ways people change: A latent basis growth mixture model example identifying nonlinear trajectories of binge drinking. Journal of Marital and Family Therapy.

Abstract

Our field of couple and family therapy focuses on change, different ways people change, and how therapists can facilitate change. Change can be modeled as an average trajectory?growth curve model?or as multiple classes of trajectories?growth mixture model. The field of MFT has not yet fully embraced implementing more advanced longitudinal modeling procedures to study what we care about most, change across time. To support our field moving in this direction, we provide a step-by-step description and example in Mplus software. Our example analysis used N = 5,958 participants from the Add Health dataset, to identify unique classifications of trajectories of binge drinking. We discuss how these analytical methods provide increased options to advance family science and clinical research.

URL

https://doi.org/10.1111/jmft.12382

Keyword(s)

DEVELOPMENTAL TRAJECTORIES

Reference Type

Journal Article

Journal Title

Journal of Marital and Family Therapy

Author(s)

Soloski, Kristy L.
Durtschi, Jared A.

Year Published

2019

Edition

May 21, 2019

DOI

10.1111/jmft.12382

Reference ID

6022