articlePsychological MethodsJan 1, 2015FRGREEN OA

A critique of the cross-lagged panel model.

Utrecht University · University of Amsterdam

PubMed
Indexed incrossrefpubmed

Abstract

The cross-lagged panel model (CLPM) is believed by many to overcome the problems associated with the use of cross-lagged correlations as a way to study causal influences in longitudinal panel data. The current article, however, shows that if stability of constructs is to some extent of a trait-like, time-invariant nature, the autoregressive relationships of the CLPM fail to adequately account for this. As a result, the lagged parameters that are obtained with the CLPM do not represent the actual within-person relationships over time, and this may lead to erroneous conclusions regarding the presence, predominance, and sign of causal influences. In this article we present an alternative model that separates the…

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Authors

3

Topics & keywords

Keywords
  • Spurious relationship
  • Econometrics
  • Autoregressive model
  • Trait
  • Structural equation modeling
  • Panel data
  • Set (abstract data type)
  • Psychology
UN Sustainable Development Goals
  • Reduced inequalities
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