Statistical modeling in teacher education

ABSTRACT: The purpose of this research is to investigate prospective teachers’ learning in the statistical modeling process. To reach this goal, we position the study in a socio-critical perspective of modeling that informed the design of a statistical investigation. Participants were 10 prospective...

Full description

Autores:
Cardona Zapata, Lucía
Martinez Castro, Cindy Alejandra
Tipo de recurso:
http://purl.org/coar/resource_type/c_f744
Fecha de publicación:
2023
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/36842
Acceso en línea:
https://hdl.handle.net/10495/36842
Palabra clave:
Enseñanza de la estadística
Statistics education
Statistical modeling
Teacher education
Critical citizenship
Socio-critical perspective of modeling
Teacher learning
http://vocabularies.unesco.org/thesaurus/concept9873
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-sa/2.5/co/
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dc.title.spa.fl_str_mv Statistical modeling in teacher education
title Statistical modeling in teacher education
spellingShingle Statistical modeling in teacher education
Enseñanza de la estadística
Statistics education
Statistical modeling
Teacher education
Critical citizenship
Socio-critical perspective of modeling
Teacher learning
http://vocabularies.unesco.org/thesaurus/concept9873
title_short Statistical modeling in teacher education
title_full Statistical modeling in teacher education
title_fullStr Statistical modeling in teacher education
title_full_unstemmed Statistical modeling in teacher education
title_sort Statistical modeling in teacher education
dc.creator.fl_str_mv Cardona Zapata, Lucía
Martinez Castro, Cindy Alejandra
dc.contributor.author.none.fl_str_mv Cardona Zapata, Lucía
Martinez Castro, Cindy Alejandra
dc.contributor.researchgroup.spa.fl_str_mv Grupo de Educación en Ciencias Experimentales y Matemáticas (GECEM)
dc.subject.unesco.none.fl_str_mv Enseñanza de la estadística
Statistics education
topic Enseñanza de la estadística
Statistics education
Statistical modeling
Teacher education
Critical citizenship
Socio-critical perspective of modeling
Teacher learning
http://vocabularies.unesco.org/thesaurus/concept9873
dc.subject.proposal.spa.fl_str_mv Statistical modeling
Teacher education
Critical citizenship
Socio-critical perspective of modeling
Teacher learning
dc.subject.unescouri.none.fl_str_mv http://vocabularies.unesco.org/thesaurus/concept9873
description ABSTRACT: The purpose of this research is to investigate prospective teachers’ learning in the statistical modeling process. To reach this goal, we position the study in a socio-critical perspective of modeling that informed the design of a statistical investigation. Participants were 10 prospective teachers from a state university in northwestern Colombia who were taking a methods course in statistics. They worked out a statistical investigation inspired by a news article on global warming. The main source of data was fragments from prospective teachers’ speech while working out the statistical investigation. The information was complemented with prospective teachers’ narratives in which they reflected on their experience with statistics. The results reveal that the prospective teachers’ discourse offers indications to suggest that the participants were in the process of developing statistical knowledge as well as developing awareness as critical citizens. Prospective teachers used statistics tools to (1) make sense of a crisis of society while progressing in the development of their statistical knowledge and (2) reflect on the critical issue while showing signs of social awareness development.
publishDate 2023
dc.date.accessioned.none.fl_str_mv 2023-10-09T19:46:02Z
dc.date.available.none.fl_str_mv 2023-10-09T19:46:02Z
dc.date.issued.none.fl_str_mv 2023
dc.type.spa.fl_str_mv Actas de conferencia
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
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dc.identifier.issn.none.fl_str_mv 1532-7833
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/36842
identifier_str_mv 1532-7833
url https://hdl.handle.net/10495/36842
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.citationendpage.spa.fl_str_mv 78
dc.relation.citationissue.spa.fl_str_mv 1
dc.relation.citationstartpage.spa.fl_str_mv 64
dc.relation.citationvolume.spa.fl_str_mv 25
dc.relation.ispartofjournal.spa.fl_str_mv Mathematical Thinking and Learning
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dc.publisher.spa.fl_str_mv Routledge, Taylor & Francis
dc.publisher.place.spa.fl_str_mv Londres, Reino Unido
institution Universidad de Antioquia
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spelling Cardona Zapata, LucíaMartinez Castro, Cindy AlejandraGrupo de Educación en Ciencias Experimentales y Matemáticas (GECEM)2023-10-09T19:46:02Z2023-10-09T19:46:02Z20231532-7833https://hdl.handle.net/10495/36842ABSTRACT: The purpose of this research is to investigate prospective teachers’ learning in the statistical modeling process. To reach this goal, we position the study in a socio-critical perspective of modeling that informed the design of a statistical investigation. Participants were 10 prospective teachers from a state university in northwestern Colombia who were taking a methods course in statistics. They worked out a statistical investigation inspired by a news article on global warming. The main source of data was fragments from prospective teachers’ speech while working out the statistical investigation. The information was complemented with prospective teachers’ narratives in which they reflected on their experience with statistics. The results reveal that the prospective teachers’ discourse offers indications to suggest that the participants were in the process of developing statistical knowledge as well as developing awareness as critical citizens. Prospective teachers used statistics tools to (1) make sense of a crisis of society while progressing in the development of their statistical knowledge and (2) reflect on the critical issue while showing signs of social awareness development.14application/pdfengRoutledge, Taylor & FrancisLondres, Reino Unidohttp://creativecommons.org/licenses/by-nc-sa/2.5/co/https://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Statistical modeling in teacher educationActas de conferenciahttp://purl.org/coar/resource_type/c_f744http://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ALhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionEnseñanza de la estadísticaStatistics educationStatistical modelingTeacher educationCritical citizenshipSocio-critical perspective of modelingTeacher learninghttp://vocabularies.unesco.org/thesaurus/concept98737816425Mathematical Thinking and LearningPublicationORIGINALCardonaLucia_2023_StatisticalModelingTeacher.pdfCardonaLucia_2023_StatisticalModelingTeacher.pdfArtículo de revistaapplication/pdf780544https://bibliotecadigital.udea.edu.co/bitstreams/1bbfcbb4-b7f4-4cc8-bde5-6826c9fb67aa/downloadf3c228b8b0a709cbfa241114cfaebb68MD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/97ae0eb2-4244-4c1a-b1ec-4e2d9713e826/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81051https://bibliotecadigital.udea.edu.co/bitstreams/7b7e3adb-0940-4b7c-99a4-9d928ca03450/downloade2060682c9c70d4d30c83c51448f4eedMD52falseAnonymousREADTEXTCardonaLucia_2023_StatisticalModelingTeacher.pdf.txtCardonaLucia_2023_StatisticalModelingTeacher.pdf.txtExtracted texttext/plain71170https://bibliotecadigital.udea.edu.co/bitstreams/dbdbdab3-77fd-48b3-85ad-66f858258aba/download96cb95664ae1980dd61b1589b2004a08MD54falseAnonymousREADTHUMBNAILCardonaLucia_2023_StatisticalModelingTeacher.pdf.jpgCardonaLucia_2023_StatisticalModelingTeacher.pdf.jpgGenerated Thumbnailimage/jpeg9186https://bibliotecadigital.udea.edu.co/bitstreams/cfe69067-9087-40b8-bd4f-ff904b6b6ed0/download7949b8c6ffc929f1608398a0435528abMD55falseAnonymousREAD10495/36842oai:bibliotecadigital.udea.edu.co:10495/368422025-03-26 23:42:52.505http://creativecommons.org/licenses/by-nc-sa/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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