Capturing the Complex: An Intraindividual Temporal Network Analysis of Learning Resource Regulation
Harder B, Naujoks N, Hopp M (2025)
Publication Type: Journal article
Publication year: 2025
Journal
Book Volume: 15
Pages Range: 728
Issue: 6
Abstract
Understanding a learner’s resources as a system of interacting components, the success of a learning process is determined by the effectiveness of their interactions. Theoretical assumptions and empirical findings clearly show the importance of resource availability in learning systems but do not sufficiently consider the individuality or the temporal and situational aspects of resource regulation. Therefore, the current study addresses the complex interplay between learning resources (educational and learning capitals) in an individual learner (N = 1) by utilizing multivariate time series data of a 50-day vocabulary learning process with daily assessments of learning resource availability, performance, learning duration, and stress. We draw on methods of psychometric network analysis, modeling all variables in simultaneous interaction and allowing predictions between all variables from measuring point to measuring point (temporal dynamics). Specifically, using a Graphical Vector Autoregressive (graphicalVAR) model, yielding a contemporaneous and a temporal dynamics network model, we identified pivotal resources in regulating the student’s learning processes and outcomes, including resources with strong connections to other variables, intermediary resources, and resources maintaining the system’s homeostasis. This innovative approach has possible applications as a diagnostic tool that lays the foundation for tailored interventions.
Authors with CRIS profile
Bettina Harder
Lehrstuhl für Pädagogische Psychologie und Exzellenzforschung
Nick Naujoks
Lehrstuhl für Pädagogische Psychologie und Exzellenzforschung
Involved external institutions
Germany (DE)How to cite
APA:
Harder, B., Naujoks, N., & Hopp, M. (2025). Capturing the Complex: An Intraindividual Temporal Network Analysis of Learning Resource Regulation. Education Sciences, 15, 728. https://doi.org/10.3390/educsci15060728
MLA:
Harder, Bettina, Nick Naujoks, and Manuel Hopp. "Capturing the Complex: An Intraindividual Temporal Network Analysis of Learning Resource Regulation." Education Sciences 15 (2025): 728.
BibTeX: Download