Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students

Autores
Ghio, Fernanda Belén; Bruzzone, Manuel; Rojas Torres, Luis; Cupani, Marcos
Año de publicación
2022
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In the last decades, the development of computerized adaptive testing (CAT) has allowed more precise measurements with a smaller number of items. In this study, we develop an item bank (IB) to generate the adaptive algorithm and simulate the functioning of CAT to assess the domains of mathematical knowledge in Argentinian university students (N=773). Data were analyzed from the Rasch model. A simulation design created with the R software was used to determine the necessary items of the IB to estimate examinee ability. Our results indicate that the IB in the domains of mathematical knowledge is adequate to be applied in CAT, especially to estimate average ability levels. The use of CAT is recommended for rapidly generating indicators of the knowledge acquired by students and to design educational strategies that enhance student performance. Results, constrains, and implications of this study are discussed.
Fil: Ghio, Fernanda Belén. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
Fil: Bruzzone, Manuel. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
Fil: Rojas Torres, Luis. Universidad de Costa Rica. Facultad de Ciencias Sociales. Instituto de Investigaciones Psicologicas.; Costa Rica
Fil: Cupani, Marcos. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
Materia
ADAPTIVE TEST
DOMAINS OF MATHEMATICAL KNOWLEDGE
HIGHER EDUCATION
ITEM BANK
RASCH MODEL
SIMULATION
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/212433
Acceder
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network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University StudentsGhio, Fernanda BelénBruzzone, ManuelRojas Torres, LuisCupani, MarcosADAPTIVE TESTDOMAINS OF MATHEMATICAL KNOWLEDGEHIGHER EDUCATIONITEM BANKRASCH MODELSIMULATIONhttps://purl.org/becyt/ford/5.1https://purl.org/becyt/ford/5In the last decades, the development of computerized adaptive testing (CAT) has allowed more precise measurements with a smaller number of items. In this study, we develop an item bank (IB) to generate the adaptive algorithm and simulate the functioning of CAT to assess the domains of mathematical knowledge in Argentinian university students (N=773). Data were analyzed from the Rasch model. A simulation design created with the R software was used to determine the necessary items of the IB to estimate examinee ability. Our results indicate that the IB in the domains of mathematical knowledge is adequate to be applied in CAT, especially to estimate average ability levels. The use of CAT is recommended for rapidly generating indicators of the knowledge acquired by students and to design educational strategies that enhance student performance. Results, constrains, and implications of this study are discussed.Fil: Ghio, Fernanda Belén. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; ArgentinaFil: Bruzzone, Manuel. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; ArgentinaFil: Rojas Torres, Luis. Universidad de Costa Rica. Facultad de Ciencias Sociales. Instituto de Investigaciones Psicologicas.; Costa RicaFil: Cupani, Marcos. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; ArgentinaBastas2022-04-06info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/212433Ghio, Fernanda Belén; Bruzzone, Manuel; Rojas Torres, Luis; Cupani, Marcos; Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students; Bastas; European Journal of Science and Mathematics Education; 10; 3; 6-4-2022; 352-3652301-251XCONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.30935/scimath/11968info:eu-repo/semantics/altIdentifier/url/https://www.scimath.net/article/preliminary-development-of-an-item-bank-and-an-adaptive-test-in-mathematical-knowledge-for-11968info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:05:45Zoai:ri.conicet.gov.ar:11336/212433instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:05:46.149CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
title Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
spellingShingle Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
Ghio, Fernanda Belén
ADAPTIVE TEST
DOMAINS OF MATHEMATICAL KNOWLEDGE
HIGHER EDUCATION
ITEM BANK
RASCH MODEL
SIMULATION
title_short Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
title_full Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
title_fullStr Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
title_full_unstemmed Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
title_sort Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students
dc.creator.none.fl_str_mv Ghio, Fernanda Belén
Bruzzone, Manuel
Rojas Torres, Luis
Cupani, Marcos
author Ghio, Fernanda Belén
author_facet Ghio, Fernanda Belén
Bruzzone, Manuel
Rojas Torres, Luis
Cupani, Marcos
author_role author
author2 Bruzzone, Manuel
Rojas Torres, Luis
Cupani, Marcos
author2_role author
author
author
dc.subject.none.fl_str_mv ADAPTIVE TEST
DOMAINS OF MATHEMATICAL KNOWLEDGE
HIGHER EDUCATION
ITEM BANK
RASCH MODEL
SIMULATION
topic ADAPTIVE TEST
DOMAINS OF MATHEMATICAL KNOWLEDGE
HIGHER EDUCATION
ITEM BANK
RASCH MODEL
SIMULATION
purl_subject.fl_str_mv https://purl.org/becyt/ford/5.1
https://purl.org/becyt/ford/5
dc.description.none.fl_txt_mv In the last decades, the development of computerized adaptive testing (CAT) has allowed more precise measurements with a smaller number of items. In this study, we develop an item bank (IB) to generate the adaptive algorithm and simulate the functioning of CAT to assess the domains of mathematical knowledge in Argentinian university students (N=773). Data were analyzed from the Rasch model. A simulation design created with the R software was used to determine the necessary items of the IB to estimate examinee ability. Our results indicate that the IB in the domains of mathematical knowledge is adequate to be applied in CAT, especially to estimate average ability levels. The use of CAT is recommended for rapidly generating indicators of the knowledge acquired by students and to design educational strategies that enhance student performance. Results, constrains, and implications of this study are discussed.
Fil: Ghio, Fernanda Belén. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
Fil: Bruzzone, Manuel. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
Fil: Rojas Torres, Luis. Universidad de Costa Rica. Facultad de Ciencias Sociales. Instituto de Investigaciones Psicologicas.; Costa Rica
Fil: Cupani, Marcos. Universidad Nacional de Córdoba. Instituto de Investigaciones Psicológicas. - Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto de Investigaciones Psicológicas; Argentina
description In the last decades, the development of computerized adaptive testing (CAT) has allowed more precise measurements with a smaller number of items. In this study, we develop an item bank (IB) to generate the adaptive algorithm and simulate the functioning of CAT to assess the domains of mathematical knowledge in Argentinian university students (N=773). Data were analyzed from the Rasch model. A simulation design created with the R software was used to determine the necessary items of the IB to estimate examinee ability. Our results indicate that the IB in the domains of mathematical knowledge is adequate to be applied in CAT, especially to estimate average ability levels. The use of CAT is recommended for rapidly generating indicators of the knowledge acquired by students and to design educational strategies that enhance student performance. Results, constrains, and implications of this study are discussed.
publishDate 2022
dc.date.none.fl_str_mv 2022-04-06
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/212433
Ghio, Fernanda Belén; Bruzzone, Manuel; Rojas Torres, Luis; Cupani, Marcos; Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students; Bastas; European Journal of Science and Mathematics Education; 10; 3; 6-4-2022; 352-365
2301-251X
CONICET Digital
CONICET
url http://hdl.handle.net/11336/212433
identifier_str_mv Ghio, Fernanda Belén; Bruzzone, Manuel; Rojas Torres, Luis; Cupani, Marcos; Preliminary Development of an Item Bank and an Adaptive Test in Mathematical Knowledge for University Students; Bastas; European Journal of Science and Mathematics Education; 10; 3; 6-4-2022; 352-365
2301-251X
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.30935/scimath/11968
info:eu-repo/semantics/altIdentifier/url/https://www.scimath.net/article/preliminary-development-of-an-item-bank-and-an-adaptive-test-in-mathematical-knowledge-for-11968
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
application/pdf
application/pdf
dc.publisher.none.fl_str_mv Bastas
publisher.none.fl_str_mv Bastas
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.238319

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