Using simple and complex growth models to articulate developmental change: Matching theory to method

Nilam Ram, Kevin Grimm

Research output: Contribution to journalArticle

158 Citations (Scopus)

Abstract

Growth curve modeling has become a mainstay in the study of development. In this article we review some of the flexibility provided by this technique for describing and testing hypotheses about: (1) intraindividual change across multiple occasions of measurement, and (2) interindividual differences in intraindividual change. Through empirical example we demonstrate how linear, quadratic, latent basis, exponential, and multiphase versions of the model can be specified using commonly available SEM/multilevel modeling software and illustrate and discuss how results are obtained and interpreted. Particularly, we underscore the "developmental theory" articulated by each model.

Original languageEnglish (US)
Pages (from-to)303-316
Number of pages14
JournalInternational Journal of Behavioral Development
Volume31
Issue number4
DOIs
StatePublished - Jul 2007

Fingerprint

Software
hypothesis testing
Growth
flexibility
software

All Science Journal Classification (ASJC) codes

  • Social Psychology
  • Education
  • Developmental and Educational Psychology
  • Social Sciences (miscellaneous)
  • Developmental Neuroscience
  • Life-span and Life-course Studies

Cite this

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Using simple and complex growth models to articulate developmental change : Matching theory to method. / Ram, Nilam; Grimm, Kevin.

In: International Journal of Behavioral Development, Vol. 31, No. 4, 07.2007, p. 303-316.

Research output: Contribution to journalArticle

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