Growth curve models for indistinguishable dyads using multilevel modeling and structural equation modeling: the case of adolescent twins' conflict with their mothers.
Growth modeling is a useful tool for studying change over time, and it is becoming increasingly popular with developmental researchers. There is a considerable methodological literature surrounding growth modeling for individuals; however, far less attention has been focused on growth models for pairs of related individuals (i.e., dyads). In this article, the authors consider dyadic growth models for those cases where there are no relevant variables that can empirically distinguish between dyad members (e.g., same-sex twins or best friends). The authors describe how researchers can estimate growth models for indistinguishable dyads using both multilevel modeling and structural equation modeling. Although both approaches can be used to estimate the same underlying models, the authors focus on practical similarities and differences between the two approaches. They illustrate modeling issues using an overtime study of adolescent twins' conflict with their mothers, a substantively important topic given the enduring interest in parent-child relationships during adolescence.
Kashy
Deborah A
DA
Department of Psychology, Michigan State University, East Lansing, MI 48824, USA. kashyd@msu.edu
Donnellan
M Brent
MB
Burt
S Alexandra
SA
McGue
Matt
M
D000293:Adolescent; D002648:Child; D054541:Family Conflict / Q000523:psychology*; D005260:Female; D006801:Humans; D008137:Longitudinal Studies; D008297:Male; D008432:Mathematical Computing; D015233:Models, Statistical; D009034:Mother-Child Relations; D017711:Nonlinear Dynamics; D016487:Parenting / Q000523:psychology; D011627:Puberty / Q000523:psychology; D012737:Sex Factors; D012931:Social Environment; D012984:Software; D014429:Twins, Dizygotic / Q000523:psychology*; D014430:Twins, Monozygotic / Q000523:psychology*