Towards a general modeling framework of resource competition in cognitive development |
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| Authors: | Jill de Ron Marie Deserno Donald Robinaugh Denny Borsboom Han L J van der Maas |
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| Institution: | 1. Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands;2. Department of Applied Psychology, Northeastern University, Boston, Massachusetts, USA
Massachusetts General Hospital, Boston, Massachusetts, USA |
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| Abstract: | The 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. |
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