Implementing computerized adaptative test

Detalhes bibliográficos
Autor(a) principal: Cecilio-Fernandes, Dario
Data de Publicação: 2019
Tipo de documento: Artigo
Idioma: por
Título da fonte: Scientia Medica (Porto Alegre. Online)
Texto Completo: https://revistaseletronicas.pucrs.br/scientiamedica/article/view/34432
Resumo: Traditionally, the assessment of knowledge consists of items, who students answered the same items at the same time, such as test of a specific subject. This assessment may be considered too easy or difficulty by the student. In both cases, the test is likely to be boring by the students and it may provide little information on students’ knowledge level. One way of solving this problem is by creating tailored tests for each student, considering that the next question will be selected based on students’ performance on previous items. This type of test is known as computerized adaptative test. Computerized adaptative test provides both educational and psychometrics advantages compared to the traditional paper-pen testing. Computerized adaptative test requires less items than the traditional test, which in turns will decrease students’ fatigue, and optimizing learning. Furthermore, computerized adaptative test is designed for each student, considering the level of difficulty of each item. This makes the teste more attractive and authentic, since the items will be always aligned with the level of students’ knowledge. Since computerized adaptative test requires both the difficulty of the item and students’ ability, it requires the use of Item Response Theory, which establish a relation between difficulty of the item, students’ ability and the probability of answering a question correctly. Although the implementation of computerized adaptative test is complex, computerized adaptative test has a higher standard in both psychometric point of view and the alignment with modern theories of learning. Because of the high complexity, the implementation of computerized adaptative test is usually in high-stakes test and large scale. However, the new educational paradigm in which requires tailored-made education respecting the pace of each student, the computerized adaptative test will be more used over time.
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spelling Implementing computerized adaptative testImplementando o teste adaptativo computadorizadoMedical educationeducational assessmentcomputerized adaptive test.Educação médicaavaliação educacionalteste adaptativo computadorizadoTraditionally, the assessment of knowledge consists of items, who students answered the same items at the same time, such as test of a specific subject. This assessment may be considered too easy or difficulty by the student. In both cases, the test is likely to be boring by the students and it may provide little information on students’ knowledge level. One way of solving this problem is by creating tailored tests for each student, considering that the next question will be selected based on students’ performance on previous items. This type of test is known as computerized adaptative test. Computerized adaptative test provides both educational and psychometrics advantages compared to the traditional paper-pen testing. Computerized adaptative test requires less items than the traditional test, which in turns will decrease students’ fatigue, and optimizing learning. Furthermore, computerized adaptative test is designed for each student, considering the level of difficulty of each item. This makes the teste more attractive and authentic, since the items will be always aligned with the level of students’ knowledge. Since computerized adaptative test requires both the difficulty of the item and students’ ability, it requires the use of Item Response Theory, which establish a relation between difficulty of the item, students’ ability and the probability of answering a question correctly. Although the implementation of computerized adaptative test is complex, computerized adaptative test has a higher standard in both psychometric point of view and the alignment with modern theories of learning. Because of the high complexity, the implementation of computerized adaptative test is usually in high-stakes test and large scale. However, the new educational paradigm in which requires tailored-made education respecting the pace of each student, the computerized adaptative test will be more used over time.Tradicionalmente, a avaliação de conhecimento é composta por itens dos quais os alunos respondem ao mesmo tempo e os mesmos itens, como por exemplo a prova de uma disciplina. Essa avaliação pode ser considerada muito fácil ou difícil pelo aluno. Em ambos os casos, a prova será entediante e fornecerá pouca informação sobre o nível de conhecimento do aluno. Uma forma de resolver esse problema, é criar provas customizadas para cada aluno, sendo que a próxima questão será selecionada baseada no desempenho anterior do aluno. Essa forma de avaliação é conhecida por teste adaptativo computadorizado. O teste adaptativo computadorizado apresenta tanto vantagens educacionais quanto psicométricas quando comparado às provas de formato tradicional. O teste adaptativo computadorizado requer menos itens do que o teste no formato tradicional, algo que consequentemente diminuirá a fadiga dos alunos, aumentando a aprendizagem do aluno. Ademais, o teste adaptativo computadorizado é desenhado especificamente para cada aluno, considerando a dificuldade de cada item. Isso torna o teste mais atrativo e autêntico, pois os itens sempre estarão alinhados ao conhecimento do aluno. Por ser necessária a informação sobre a dificuldade do item e a habilidade do aluno, o teste adaptativo computadorizado utiliza a Teoria de Resposta ao Item, que estabelece uma relação entre a habilidade do sujeito, a dificuldade do item e a probabilidade de acertar o item, essencial para o funcionamento do teste adaptativo computadorizado. Apesar da complexidade técnica para a implementação do teste adaptativo computadorizado, o mesmo traz um maior padrão para a avaliação tanto de um ponto de vista psicométrico como do ponto de vista do alinhamento às teorias modernas de aprendizagem. Por causa de sua alta complexidade, a implementação e a utilização do teste adaptativo computadorizado geralmente estão associadas a provas de decisão de altoimpacto e em grande escala. No entanto, com o novo entendimento educacional, onde se faz necessário respeitar a individualidade e o ritmo de cada aluno, o teste adaptativo computadorizado será cada vez mais utilizado.Editora da PUCRS - ediPUCRS2019-10-21info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistaseletronicas.pucrs.br/scientiamedica/article/view/3443210.15448/1980-6108.2019.3.34432Scientia Medica; Vol. 29 No. 3 (2019); e34432Scientia Medica; v. 29 n. 3 (2019); e344321980-61081806-556210.15448/1980-6108.2019.3reponame:Scientia Medica (Porto Alegre. Online)instname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)instacron:PUC_RSporhttps://revistaseletronicas.pucrs.br/scientiamedica/article/view/34432/18652Copyright (c) 2019 Scientia Medicahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCecilio-Fernandes, Dario2020-03-24T11:45:05Zoai:ojs.revistaseletronicas.pucrs.br:article/34432Revistahttps://revistaseletronicas.pucrs.br/scientiamedica/PUBhttps://revistaseletronicas.pucrs.br/scientiamedica/oaiscientiamedica@pucrs.br || editora.periodicos@pucrs.br1980-61081806-5562opendoar:2020-03-24T11:45:05Scientia Medica (Porto Alegre. Online) - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)false
dc.title.none.fl_str_mv Implementing computerized adaptative test
Implementando o teste adaptativo computadorizado
title Implementing computerized adaptative test
spellingShingle Implementing computerized adaptative test
Cecilio-Fernandes, Dario
Medical education
educational assessment
computerized adaptive test.
Educação médica
avaliação educacional
teste adaptativo computadorizado
title_short Implementing computerized adaptative test
title_full Implementing computerized adaptative test
title_fullStr Implementing computerized adaptative test
title_full_unstemmed Implementing computerized adaptative test
title_sort Implementing computerized adaptative test
author Cecilio-Fernandes, Dario
author_facet Cecilio-Fernandes, Dario
author_role author
dc.contributor.author.fl_str_mv Cecilio-Fernandes, Dario
dc.subject.por.fl_str_mv Medical education
educational assessment
computerized adaptive test.
Educação médica
avaliação educacional
teste adaptativo computadorizado
topic Medical education
educational assessment
computerized adaptive test.
Educação médica
avaliação educacional
teste adaptativo computadorizado
description Traditionally, the assessment of knowledge consists of items, who students answered the same items at the same time, such as test of a specific subject. This assessment may be considered too easy or difficulty by the student. In both cases, the test is likely to be boring by the students and it may provide little information on students’ knowledge level. One way of solving this problem is by creating tailored tests for each student, considering that the next question will be selected based on students’ performance on previous items. This type of test is known as computerized adaptative test. Computerized adaptative test provides both educational and psychometrics advantages compared to the traditional paper-pen testing. Computerized adaptative test requires less items than the traditional test, which in turns will decrease students’ fatigue, and optimizing learning. Furthermore, computerized adaptative test is designed for each student, considering the level of difficulty of each item. This makes the teste more attractive and authentic, since the items will be always aligned with the level of students’ knowledge. Since computerized adaptative test requires both the difficulty of the item and students’ ability, it requires the use of Item Response Theory, which establish a relation between difficulty of the item, students’ ability and the probability of answering a question correctly. Although the implementation of computerized adaptative test is complex, computerized adaptative test has a higher standard in both psychometric point of view and the alignment with modern theories of learning. Because of the high complexity, the implementation of computerized adaptative test is usually in high-stakes test and large scale. However, the new educational paradigm in which requires tailored-made education respecting the pace of each student, the computerized adaptative test will be more used over time.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-21
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://revistaseletronicas.pucrs.br/scientiamedica/article/view/34432
10.15448/1980-6108.2019.3.34432
url https://revistaseletronicas.pucrs.br/scientiamedica/article/view/34432
identifier_str_mv 10.15448/1980-6108.2019.3.34432
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://revistaseletronicas.pucrs.br/scientiamedica/article/view/34432/18652
dc.rights.driver.fl_str_mv Copyright (c) 2019 Scientia Medica
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Scientia Medica
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Editora da PUCRS - ediPUCRS
publisher.none.fl_str_mv Editora da PUCRS - ediPUCRS
dc.source.none.fl_str_mv Scientia Medica; Vol. 29 No. 3 (2019); e34432
Scientia Medica; v. 29 n. 3 (2019); e34432
1980-6108
1806-5562
10.15448/1980-6108.2019.3
reponame:Scientia Medica (Porto Alegre. Online)
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instname_str Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
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reponame_str Scientia Medica (Porto Alegre. Online)
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