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Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study

Domain-specific understanding of digitally represented graphs is necessary for successful learning within and across domains in higher education. Two recent studies conducted a cross-sectional analysis of graph understanding in different contexts (physics and finance), task concepts, and question ty...

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Autores principales: Brückner, Sebastian, Zlatkin-Troitschanskaia, Olga, Küchemann, Stefan, Klein, Pascal, Kuhn, Jochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481805/
https://www.ncbi.nlm.nih.gov/pubmed/32973629
http://dx.doi.org/10.3389/fpsyg.2020.02090
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author Brückner, Sebastian
Zlatkin-Troitschanskaia, Olga
Küchemann, Stefan
Klein, Pascal
Kuhn, Jochen
author_facet Brückner, Sebastian
Zlatkin-Troitschanskaia, Olga
Küchemann, Stefan
Klein, Pascal
Kuhn, Jochen
author_sort Brückner, Sebastian
collection PubMed
description Domain-specific understanding of digitally represented graphs is necessary for successful learning within and across domains in higher education. Two recent studies conducted a cross-sectional analysis of graph understanding in different contexts (physics and finance), task concepts, and question types among students of physics, psychology, and economics. However, neither changes in graph processing nor changes in test scores over the course of one semester have been sufficiently researched so far. This eye-tracking replication study with a pretest–posttest design examines and contrasts changes in physics and economics students’ understanding of linear physics and finance graphs. It analyzes the relations between changes in students’ gaze behavior regarding relevant graph areas, scores, and self-reported task-related confidence. The results indicate domain-specific, context- and concept-related differences in the development of graph understanding over the first semester, as well as its successful transferability across the different contexts and concepts. Specifically, we discovered a tendency of physics students to develop a task-independent overconfidence in the graph understanding during the first semester.
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spelling pubmed-74818052020-09-23 Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study Brückner, Sebastian Zlatkin-Troitschanskaia, Olga Küchemann, Stefan Klein, Pascal Kuhn, Jochen Front Psychol Psychology Domain-specific understanding of digitally represented graphs is necessary for successful learning within and across domains in higher education. Two recent studies conducted a cross-sectional analysis of graph understanding in different contexts (physics and finance), task concepts, and question types among students of physics, psychology, and economics. However, neither changes in graph processing nor changes in test scores over the course of one semester have been sufficiently researched so far. This eye-tracking replication study with a pretest–posttest design examines and contrasts changes in physics and economics students’ understanding of linear physics and finance graphs. It analyzes the relations between changes in students’ gaze behavior regarding relevant graph areas, scores, and self-reported task-related confidence. The results indicate domain-specific, context- and concept-related differences in the development of graph understanding over the first semester, as well as its successful transferability across the different contexts and concepts. Specifically, we discovered a tendency of physics students to develop a task-independent overconfidence in the graph understanding during the first semester. Frontiers Media S.A. 2020-08-27 /pmc/articles/PMC7481805/ /pubmed/32973629 http://dx.doi.org/10.3389/fpsyg.2020.02090 Text en Copyright © 2020 Brückner, Zlatkin-Troitschanskaia, Küchemann, Klein and Kuhn. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Brückner, Sebastian
Zlatkin-Troitschanskaia, Olga
Küchemann, Stefan
Klein, Pascal
Kuhn, Jochen
Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title_full Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title_fullStr Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title_full_unstemmed Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title_short Changes in Students’ Understanding of and Visual Attention on Digitally Represented Graphs Across Two Domains in Higher Education: A Postreplication Study
title_sort changes in students’ understanding of and visual attention on digitally represented graphs across two domains in higher education: a postreplication study
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481805/
https://www.ncbi.nlm.nih.gov/pubmed/32973629
http://dx.doi.org/10.3389/fpsyg.2020.02090
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