Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques

It is well-documented that mathematics achievement is an important predictor of many positive life outcomes like college graduation, career opportunities, salary, and even citizenship. As such, it is important for researchers and educators to help students succeed in mathematics. Although there are...

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Main Authors: Erin N. Graham, Christopher A. Was
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.638004/full
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spelling doaj-9c2d831feabd4cb5989bf7878cf4c9b82021-04-06T05:19:08ZengFrontiers Media S.A.Frontiers in Psychology1664-10782021-04-011210.3389/fpsyg.2021.638004638004Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning TechniquesErin N. GrahamChristopher A. WasIt is well-documented that mathematics achievement is an important predictor of many positive life outcomes like college graduation, career opportunities, salary, and even citizenship. As such, it is important for researchers and educators to help students succeed in mathematics. Although there are undoubtedly many factors that contribute to students' success in mathematics, much of the research and intervention development has focused on variations in instructional techniques. Indeed, even a cursory glance at many educational journals and granting agencies reveals that there is a large amount of time, energy, and resources being spent on determining the best way to convey information through direct, declarative instruction. The proposed project is motivated by recent calls to expand the focus of research in mathematics education beyond direct, declarative instruction. The overarching goal of the presented experiment is to evaluate the efficacy of a novel mathematics intervention designed using principles taken from the literature on non-declarative learning. The intervention combines errorless learning and structured cue fading to help second grade students improve their understanding of symbolic magnitude. Results indicate that students who learned about symbolic magnitude using the novel intervention did better than students who were provided with extensive declarative support. These findings offer preliminary evidence in favor of using learning combination of errorless learning and cue fading techniques in the mathematics classroom.https://www.frontiersin.org/articles/10.3389/fpsyg.2021.638004/fullmath educationnumber lineimplicit memorydeclarative memoryvanishing cueserrorless learning
collection DOAJ
language English
format Article
sources DOAJ
author Erin N. Graham
Christopher A. Was
spellingShingle Erin N. Graham
Christopher A. Was
Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
Frontiers in Psychology
math education
number line
implicit memory
declarative memory
vanishing cues
errorless learning
author_facet Erin N. Graham
Christopher A. Was
author_sort Erin N. Graham
title Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
title_short Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
title_full Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
title_fullStr Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
title_full_unstemmed Reconceptualizing Symbolic Magnitude Estimation Training Using Non-declarative Learning Techniques
title_sort reconceptualizing symbolic magnitude estimation training using non-declarative learning techniques
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2021-04-01
description It is well-documented that mathematics achievement is an important predictor of many positive life outcomes like college graduation, career opportunities, salary, and even citizenship. As such, it is important for researchers and educators to help students succeed in mathematics. Although there are undoubtedly many factors that contribute to students' success in mathematics, much of the research and intervention development has focused on variations in instructional techniques. Indeed, even a cursory glance at many educational journals and granting agencies reveals that there is a large amount of time, energy, and resources being spent on determining the best way to convey information through direct, declarative instruction. The proposed project is motivated by recent calls to expand the focus of research in mathematics education beyond direct, declarative instruction. The overarching goal of the presented experiment is to evaluate the efficacy of a novel mathematics intervention designed using principles taken from the literature on non-declarative learning. The intervention combines errorless learning and structured cue fading to help second grade students improve their understanding of symbolic magnitude. Results indicate that students who learned about symbolic magnitude using the novel intervention did better than students who were provided with extensive declarative support. These findings offer preliminary evidence in favor of using learning combination of errorless learning and cue fading techniques in the mathematics classroom.
topic math education
number line
implicit memory
declarative memory
vanishing cues
errorless learning
url https://www.frontiersin.org/articles/10.3389/fpsyg.2021.638004/full
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