Using Knowledge Construction Theory to Evaluate Learning Processes: A Randomized Controlled Trial on Showing Gradually Built-up Concept Maps Alongside a Scientific Text

Leonie Disch*, Angela Fessl, Simone Franza, Joachim Kimmerle, Viktoria Pammer-Schindler

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Scientific texts convey new and complex information relevant not only to researchers but also to lay audiences. We present a randomized controlled trial that investigated whether showing a concept map, gradually building up as a user reads a scientific text, supports the cognitive processes of knowledge construction. The intervention group (n = 44) exhibited significantly more knowledge construction [t(89) = 1.94, p =.029, d = 0.41] than the control group (n = 47). The intervention supported basic knowledge construction, i.e., simple processing of information, but not medium and complex levels. This study makes two contributions: (1) showing interactive concept maps and building them up gradually alongside reading helps make scientific texts cognitively more accessible to a lay audience, e.g., to inform public debate, and (2) knowledge construction theory can be used as a theoretical foundation for measuring specific aspects of learning processes—complementing other metrics for comparative design examinations, e.g., usability, user experience, or performance-based measures.

Original languageEnglish
JournalInternational Journal of Human-Computer Interaction
Early online date26 Dec 2023
DOIs
Publication statusE-pub ahead of print - 26 Dec 2023

Keywords

  • pre-defined concept maps
  • knowledge construction
  • learning
  • experiment
  • open science
  • Predefined concept maps

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Human Factors and Ergonomics
  • Computer Science Applications

Fields of Expertise

  • Information, Communication & Computing

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