Towards a general modeling framework of resource competition in cognitive development

Author:

de Ron Jill1ORCID,Deserno Marie1,Robinaugh Donald23,Borsboom Denny1ORCID,van der Maas Han L. J.1

Affiliation:

1. Department of Psychology University of Amsterdam Amsterdam The Netherlands

2. Department of Applied Psychology Northeastern University Boston Massachusetts USA

3. Massachusetts General Hospital Boston Massachusetts USA

Abstract

AbstractThe current paper presents an integrated formal model of typical and atypical development based on the mechanisms of mutualism and resource competition. The mutualistic network model is extended with the dynamics of competition for limited resources, such as time and environmental factors. The proposed model generates patterns that resemble established phenomena in cognitive development: the positive manifold, developmental phases, developmental delays and lack of early indicators in atypical development, developmental regression, and “quasi‐autism” caused by extreme environmental deprivation. The presented modeling framework fits a general movement towards formal theory construction in psychology. The model is easy to replicate and develop further, and we offer several avenues for future work.

Publisher

Wiley

Subject

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

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