4.1 Article

On the necessity to use person-specific data analysis approaches in psychology

Journal

EUROPEAN JOURNAL OF DEVELOPMENTAL PSYCHOLOGY
Volume 10, Issue 1, Pages 29-39

Publisher

PSYCHOLOGY PRESS
DOI: 10.1080/17405629.2012.747435

Keywords

Data analysis; Psychology; Statistical modelling; Non-ergodicity; Replicated time series; Nomothetic modelling

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It is explained, both by considering earlier theoretical discussions as well as by providing analytic proof, why it is important to base analyses of developmental processes on intra-individual variation (replicated time series analysis) instead of on inter-individual variation. It is often found that replicated time series analysis yields different (person-specific) dynamic model structures across replications. A new powerful approach is presented that enables the identification of a valid common (nomothetic) dynamic model if individual replications yield person-specific dynamic model structures.

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