Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts

Understanding item difficulty in science concepts is essential for teachers in teaching and learning to avoid student misconceptions. This study aims to evaluate the patterns of item difficulty estimates in science concepts exploring student misconceptions across physics, biology, and chemistry and...

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Autores principales: Soeharto Soeharto, Benő Csapó
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/fb93fe8f91ff49dbb5517859d42ace76
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spelling oai:doaj.org-article:fb93fe8f91ff49dbb5517859d42ace762021-12-02T05:02:47ZEvaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts2405-844010.1016/j.heliyon.2021.e08352https://doaj.org/article/fb93fe8f91ff49dbb5517859d42ace762021-11-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2405844021024555https://doaj.org/toc/2405-8440Understanding item difficulty in science concepts is essential for teachers in teaching and learning to avoid student misconceptions. This study aims to evaluate the patterns of item difficulty estimates in science concepts exploring student misconceptions across physics, biology, and chemistry and to explore differential item functioning (DIF) items in the developed diagnostic test on the basis of gender and grade. Participants were drawn from 856 students (52.3% females and 47.7% males) comprising senior high school students from 11th to 12th grades and pre-service science teachers in the West Kalimantan province, Indonesia. Out of 16 science concepts categorized, the common science concepts causing misconceptions among students were investigated to understand item difficulty patterns using Rasch measurement. The findings of this study evaluated that 32 developed items are valid and reliable whereby the item difficulty estimates ranged from −5.13 logits to 5.06 logits. Chemistry is the scientific discipline with the highest mean logits than other disciplines. There is no significant item difficulty estimate across the science disciplines. We also found DIF issues in one item based on gender and four items based on grade. This study contributes a significant role in mapping and informing item difficulty patterns in science concepts to tackle teachers' problems in assessing and teaching science concepts to improve the students’ science performance. Future studies and limitations are also discussed.Soeharto SoehartoBenő CsapóElsevierarticleItem difficultyRasch measurementMisconceptionScienceDiagnostic testScience (General)Q1-390Social sciences (General)H1-99ENHeliyon, Vol 7, Iss 11, Pp e08352- (2021)
institution DOAJ
collection DOAJ
language EN
topic Item difficulty
Rasch measurement
Misconception
Science
Diagnostic test
Science (General)
Q1-390
Social sciences (General)
H1-99
spellingShingle Item difficulty
Rasch measurement
Misconception
Science
Diagnostic test
Science (General)
Q1-390
Social sciences (General)
H1-99
Soeharto Soeharto
Benő Csapó
Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
description Understanding item difficulty in science concepts is essential for teachers in teaching and learning to avoid student misconceptions. This study aims to evaluate the patterns of item difficulty estimates in science concepts exploring student misconceptions across physics, biology, and chemistry and to explore differential item functioning (DIF) items in the developed diagnostic test on the basis of gender and grade. Participants were drawn from 856 students (52.3% females and 47.7% males) comprising senior high school students from 11th to 12th grades and pre-service science teachers in the West Kalimantan province, Indonesia. Out of 16 science concepts categorized, the common science concepts causing misconceptions among students were investigated to understand item difficulty patterns using Rasch measurement. The findings of this study evaluated that 32 developed items are valid and reliable whereby the item difficulty estimates ranged from −5.13 logits to 5.06 logits. Chemistry is the scientific discipline with the highest mean logits than other disciplines. There is no significant item difficulty estimate across the science disciplines. We also found DIF issues in one item based on gender and four items based on grade. This study contributes a significant role in mapping and informing item difficulty patterns in science concepts to tackle teachers' problems in assessing and teaching science concepts to improve the students’ science performance. Future studies and limitations are also discussed.
format article
author Soeharto Soeharto
Benő Csapó
author_facet Soeharto Soeharto
Benő Csapó
author_sort Soeharto Soeharto
title Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
title_short Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
title_full Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
title_fullStr Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
title_full_unstemmed Evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
title_sort evaluating item difficulty patterns for assessing student misconceptions in science across physics, chemistry, and biology concepts
publisher Elsevier
publishDate 2021
url https://doaj.org/article/fb93fe8f91ff49dbb5517859d42ace76
work_keys_str_mv AT soehartosoeharto evaluatingitemdifficultypatternsforassessingstudentmisconceptionsinscienceacrossphysicschemistryandbiologyconcepts
AT benocsapo evaluatingitemdifficultypatternsforassessingstudentmisconceptionsinscienceacrossphysicschemistryandbiologyconcepts
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