1. Modeling developmental processes
- Author
-
Jens B. Asendorpf
- Subjects
Mediation (statistics) ,Personality development ,media_common.quotation_subject ,Stability (learning theory) ,Contrast (statistics) ,Growth curve (statistics) ,Personality ,sense organs ,Differential (infinitesimal) ,skin and connective tissue diseases ,Psychology ,Equivalence (measure theory) ,Cognitive psychology ,media_common - Abstract
In this chapter, I discuss the main methods that are currently used to describe, predict, and explain long-term development, with a particular focus on between-person differences in individual trajectories of change. First, I distinguish between three concepts of change (individual, mean, and differential change) and associated concepts of stability (mean-level and positional/rank-order stability), and highlight the equivalence of between-person differences in change and change in between-person differences in the case of linear change. Subsequently, I contrast three variable-centered models for describing differential change with each other (multilevel, latent growth curve, and autoregressive models) and outline two person-centered approaches to the description of change (development of personality types and types of personality development). Finally, I discuss four approaches to explaining personality development (statistically controlled prediction, intervention studies, natural experiments, and crosslagged analysis, including longitudinal mediation) with an eye on differences between within-person and between-person mechanisms of change.
- Published
- 2021
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