Advanced search
358
Views
10
CrossRef citations to date
0
Altmetric
Articles

Integrating Developmental Theory and Methodology: Using Derivatives to Articulate Change Theories, Models, and Inferences

, , , &
Pages 217-231
Published online: 28 May 2015

Matching theories about growth, development, and change to appropriate statistical models can present a challenge, which can result in misuse, misinterpretation, and underutilization of different analytical approaches. We discuss the use of derivatives: the change of a construct with respect to the change in another construct. Derivatives provide a common language linking developmental theory and statistical methods. Conceptualizing change in terms of derivatives allows precise translation of theory into method and highlights commonly overlooked models of change. A wide variety of models can be understood in terms of the level, velocity, and acceleration of constructs: the zeroth, first, and second derivatives, respectively. We introduce the language of derivatives, and highlight the conceptually differing questions that can be addressed in developmental studies. A substantive example is presented to demonstrate how common and unfamiliar statistical methodology can be understood as addressing relations between differing pairs of derivatives.

ACKNOWLEDGMENT

Chrystyna Kouros is a former trainee on National Institute of Mental Health (T32MH18921).

Log in via your institution

Log in to Taylor & Francis Online

PDF download + Online access

  • 48 hours access to article PDF & online version
  • Article PDF can be downloaded
  • Article PDF can be printed
EUR 40.00 Add to cart

Issue Purchase

  • 30 days online access to complete issue
  • Article PDFs can be downloaded
  • Article PDFs can be printed
EUR 275.00 Add to cart

Purchase access via tokens

  • Choose from packages of 10, 20, and 30 tokens
  • Can use on articles across multiple libraries & subject collections
  • Article PDFs can be downloaded & printed
From EUR 400.00
per package
Learn more
* Local tax will be added as applicable
 

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.