Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology

Cognitive psychology has shown that understanding numerical information is deeply related to the format in which this information is presented; percentages are difficult to grasp whereas frequency formats are intuitively accessible. This plays a vital role in the medical domain where difficult risk-...

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Main Authors: Christoph Till, Ute Sproesser
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Education
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/feduc.2020.00073/full
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spelling doaj-76c080c2623f49eda5caae8bcc7c46fc2020-11-25T03:17:30ZengFrontiers Media S.A.Frontiers in Education2504-284X2020-06-01510.3389/feduc.2020.00073509122Frequency Formats: How Primary School Stochastics Profits From Cognitive PsychologyChristoph Till0Ute Sproesser1Eichwald-Realschule Sachsenheim, Sachsenheim, GermanyDepartment 3, Mathematics Institute, University of Koblenz-Landau, Koblenz, GermanyCognitive psychology has shown that understanding numerical information is deeply related to the format in which this information is presented; percentages are difficult to grasp whereas frequency formats are intuitively accessible. This plays a vital role in the medical domain where difficult risk-related probability judgments have to be made both by professionals and their patients. In this article, we demonstrate that the idea of representing statistical information in terms of frequency formats is not only helpful for communicating risks, but can be applied to primary school stochastics when percentages and fractions are not available. For this purpose, we report on an intervention study conducted in grade 4 in primary school. The results show, on the one hand, that primary school students could already solve Bayesian reasoning tasks in the pretest when natural frequencies were used. On the other hand, the students profited from the intervention where they used different representations, namely colored tinker cubes and natural frequencies in order to describe and quantify frequencies and probabilities. These results go along with findings from cognitive psychology that activities with hands-on material as well as pointing out to the underlying nested-sets structure can foster Bayesian reasoning. The results are discussed in particular with regard to teaching stochastics in (primary) school.https://www.frontiersin.org/article/10.3389/feduc.2020.00073/fullnatural frequenciesBayesian reasoningrepresentationsempirical studyprimary school
collection DOAJ
language English
format Article
sources DOAJ
author Christoph Till
Ute Sproesser
spellingShingle Christoph Till
Ute Sproesser
Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
Frontiers in Education
natural frequencies
Bayesian reasoning
representations
empirical study
primary school
author_facet Christoph Till
Ute Sproesser
author_sort Christoph Till
title Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
title_short Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
title_full Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
title_fullStr Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
title_full_unstemmed Frequency Formats: How Primary School Stochastics Profits From Cognitive Psychology
title_sort frequency formats: how primary school stochastics profits from cognitive psychology
publisher Frontiers Media S.A.
series Frontiers in Education
issn 2504-284X
publishDate 2020-06-01
description Cognitive psychology has shown that understanding numerical information is deeply related to the format in which this information is presented; percentages are difficult to grasp whereas frequency formats are intuitively accessible. This plays a vital role in the medical domain where difficult risk-related probability judgments have to be made both by professionals and their patients. In this article, we demonstrate that the idea of representing statistical information in terms of frequency formats is not only helpful for communicating risks, but can be applied to primary school stochastics when percentages and fractions are not available. For this purpose, we report on an intervention study conducted in grade 4 in primary school. The results show, on the one hand, that primary school students could already solve Bayesian reasoning tasks in the pretest when natural frequencies were used. On the other hand, the students profited from the intervention where they used different representations, namely colored tinker cubes and natural frequencies in order to describe and quantify frequencies and probabilities. These results go along with findings from cognitive psychology that activities with hands-on material as well as pointing out to the underlying nested-sets structure can foster Bayesian reasoning. The results are discussed in particular with regard to teaching stochastics in (primary) school.
topic natural frequencies
Bayesian reasoning
representations
empirical study
primary school
url https://www.frontiersin.org/article/10.3389/feduc.2020.00073/full
work_keys_str_mv AT christophtill frequencyformatshowprimaryschoolstochasticsprofitsfromcognitivepsychology
AT utesproesser frequencyformatshowprimaryschoolstochasticsprofitsfromcognitivepsychology
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