Multilevel theory and the underspecification of multilevel models |
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Authors: | Pieter van den Eeden |
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Affiliation: | 1. Department of Social Research Methodology, Vrije Universiteit, Koningslaan 22, 1075 AD, Amsterdam, The Netherlands
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Abstract: | This article emphasises the importance of the adequate specification of models of multilevel analysis in accordance with multilevel theories. Until recent times, multilevel theories tried only to explain the direct effect of group characteristics on an individual's characteristic. It seems to be more suited to adopt a more general theoretical approach, in which it is assumed that group characteristics affects individual processes. There a treshold effect and a process effect have to be distinguished. The propositions result in a model specification within the random coefficient model of multilevel analysis. The theory and model recommended are illustrated by means of data of Dar and Resh's (1986) study into social learning environment. |
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