Dynamic p-technique for modeling patterns of data: Applications to pediatric psychology research

Timothy D. Nelson, Brandon S. Aylward, Joseph R. Rausch

Research output: Contribution to journalArticle

9 Scopus citations

Abstract

Objective Dynamic p-technique (DPT) is a potentially useful statistical Method for examining relationships among dynamic constructs in a single individual or small group of individuals over time. The purpose of this article is to offer a nontechnical introduction to DPT.Method An overview of DPT analysis, with an emphasis on potential applications to pediatric psychology research, is provided. To illustrate how DPT might be applied, an example using simulated data is presented for daily pain and negative mood ratings.Results The simulated example demonstrates the application of DPT to a relevant pediatric psychology research area. In addition, the potential application of DPT to the longitudinal study of adherence is presented.ConclusionAlthough it has not been utilized frequently within pediatric psychology, DPT could be particularly well-suited for research in this field because of its ability to powerfully model repeated observations from very small samples.

Original languageEnglish (US)
Pages (from-to)959-968
Number of pages10
JournalJournal of pediatric psychology
Volume36
Issue number9
DOIs
StatePublished - Oct 2011

Keywords

  • Method ology
  • dynamic p-technique
  • longitudinal
  • pediatric psychology
  • structural equation modeling

ASJC Scopus subject areas

  • Pediatrics, Perinatology, and Child Health
  • Developmental and Educational Psychology

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