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
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/212433
Ver los metadatos del registro completo
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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 Técnicas2025-09-29T09:37:35Zoai: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:34982025-09-29 09:37:35.839CONICET 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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