Measuring Learning Loss Due to Disruptions from COVID-19: Perspectives from the Concept of Fractions

Mulia Lestari, Rahmah Johar, Mailizar Mailizar, Ali Ridho
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Abstract

Ineffective learning during Covid-19 can be a major cause of learning loss. Through polytomous item response theory analysis, this study seeks to identify learning loss of fractions and investigate the reliability and validity of the DINA model diagnostic test. This study involved 177 Grade 8 students from six junior high schools in Banda Aceh, Indonesia, to obtain information about the validity and reliability of the diagnostic test and learning loss of fraction due to Covid-19. The research was conducted by designing diagnostic test, expert validation, and empirical testing. Multiple choice problems with polytomous options were developed. This study produced 20 valid problems based on the level of item discriminant, item difficulty, and slip and guess, with a reliability of 0.899. This study revealed that learning loss was experienced by 62 students from low-level junior high schools (100%), 51 students from middle-level junior high schools (98%), and 54 students from high-level junior high schools (85.7%). It can be said that low-level schools have the highest percentage of students with learning loss. It is recommended that future studies evaluate the effectiveness of diagnostic tests in identifying learning weaknesses in mathematics before semester exams using the items generated in this study.
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衡量COVID-19造成的学习损失:从分数概念的角度
在2019冠状病毒病期间,无效的学习可能是导致学习损失的主要原因。本研究通过多元项目反应理论分析,试图识别分数学习损失,并探讨DINA模型诊断测试的信度和效度。本研究涉及来自印度尼西亚班达亚齐六所初中的177名八年级学生,以获取有关诊断测试的效度和信度以及因Covid-19导致的分数学习损失的信息。本研究采用设计诊断试验、专家验证、实证检验等方法进行。开发了带有多个选项的多项选择题。本研究基于题项判别、题项难度、溜猜水平产生了20个有效问题,信度为0.899。研究发现,低水平初中有62名学生(100%)、中级初中有51名学生(98%)、高水平初中有54名学生(85.7%)存在学习损失。可以说,低层次学校的学生有学习损失的比例最高。建议未来的研究使用本研究中产生的项目来评估诊断测试在学期考试前识别数学学习弱点的有效性。
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