Abstract

Many studies reported that an open-ended concept map technique is a standard for reflecting learners' knowledge structure. However, little information has been provided that expands open-ended concept mapping to improve students' learning outcomes and meaningful learning. This study aimed to investigate the effects of Extended Scratch-Build (ESB) concept mapping on students' learning outcomes, consisting of understanding, map size, and quality of knowledge structure. ESB is an extended open-ended technique that requests students to connect a prior-existing original concept map with a new additional map on related material topics. ESB offers an expansion of concept maps by adding new propositions and linking them to previous existing maps to enhance meaningful learning. Twenty-five university students have participated in the present study. The collected data included a pre-test, post-test, delayed-test, map size, and quality of map proposition scores. The Wilcoxon signed-rank test was used to confirm the ESB performance. The statistical results indicated that ESB could improve meaningful learning through extended concept mapping approach and had a positive effect on students' learning outcomes. This study also emphasized that there was a correlation between the original and additional maps on students' learning outcomes.

Highlights

  • Knowledge structure represents the organization and relationships among the components of a knowledge object [1]

  • This study aimed to investigate the effects of Extended Scratch-Build (ESB) concept mapping on students' learning outcomes, consisting of understanding, map size, and quality of knowledge structure

  • ESB offers an expansion of concept maps by adding new propositions and linking them to previous existing maps to enhance meaningful learning

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Summary

Introduction

Knowledge structure represents the organization and relationships among the components of a knowledge object [1]. The knowledge structure is constructed based on the learners' thoughts about the learning object characteristics and attributes from learning in the real world [2]. Determining students’ knowledge structure is important for assessing what a learner knows about a domain of knowledge [3], [4]. Knowledge-based measurements are needed to express student performance and activities in various perspectives comprehensively. Since knowledge is internal, and its representations are internal, it is not possible to measure these internal representations of knowledge directly [5]. Concept mapping techniques are a tool widely used by researchers to assess students' conceptual knowledge structures

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