CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity?
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/11328/3579 https://doi.org/10.18178/ijiet.2021.11.8.1539 |
Resumo: | The difficulties of many students in introductory programming courses and the consequent failure and drop out make it necessary to look for motivation strategies for them to be successful. One of the strategies that is touted in the literature is self-assessment to compromise and motivate students. As we had doubts about the possibility of this strategy, we did an experiment and asked the students to predict the grades of the two tests and the two projects during a semester. Even knowing the correction grid and exercises that involve programming languages, which shows the result to the programmer, we found that the students' forecasts were not very accurate. In the first test we found that the worst students said they were going to get reasonable grades and much better than reality, while the best students thought they had worse grades than they actually had. The other moments of evaluation did not have as severe results, but forecasts continued to be inaccurate. We did tests by gender, by age, for being a freshman or not, for having taken a computer course in high school and for previous knowledge of programming languages: none of these variables proved to be as significant as the students' grades and their corresponding insecurity-fear or optimism-unconscious. |
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CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity?CS1Grade predictIntroduction to programmingMotivation strategiesThe difficulties of many students in introductory programming courses and the consequent failure and drop out make it necessary to look for motivation strategies for them to be successful. One of the strategies that is touted in the literature is self-assessment to compromise and motivate students. As we had doubts about the possibility of this strategy, we did an experiment and asked the students to predict the grades of the two tests and the two projects during a semester. Even knowing the correction grid and exercises that involve programming languages, which shows the result to the programmer, we found that the students' forecasts were not very accurate. In the first test we found that the worst students said they were going to get reasonable grades and much better than reality, while the best students thought they had worse grades than they actually had. The other moments of evaluation did not have as severe results, but forecasts continued to be inaccurate. We did tests by gender, by age, for being a freshman or not, for having taken a computer course in high school and for previous knowledge of programming languages: none of these variables proved to be as significant as the students' grades and their corresponding insecurity-fear or optimism-unconscious.IJIET2021-07-06T14:32:51Z2021-07-062021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSobral, S. R. (2021). CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? International Journal of Information and Education Technology, 11(8), 387-391. doi: 10.18178/ijiet.2021.11.8.1539. Disponível no Repositório UPT, http://hdl.handle.net/11328/3579http://hdl.handle.net/11328/3579Sobral, S. R. (2021). CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? International Journal of Information and Education Technology, 11(8), 387-391. doi: 10.18178/ijiet.2021.11.8.1539. Disponível no Repositório UPT, http://hdl.handle.net/11328/3579http://hdl.handle.net/11328/3579https://doi.org/10.18178/ijiet.2021.11.8.1539eng2010-3689 (Electronic)http://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessSobral, Sónia Rollandreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-16T02:02:54Zoai:repositorio.upt.pt:11328/3579Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:38:40.679857Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
title |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
spellingShingle |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? Sobral, Sónia Rolland CS1 Grade predict Introduction to programming Motivation strategies |
title_short |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
title_full |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
title_fullStr |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
title_full_unstemmed |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
title_sort |
CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? |
author |
Sobral, Sónia Rolland |
author_facet |
Sobral, Sónia Rolland |
author_role |
author |
dc.contributor.author.fl_str_mv |
Sobral, Sónia Rolland |
dc.subject.por.fl_str_mv |
CS1 Grade predict Introduction to programming Motivation strategies |
topic |
CS1 Grade predict Introduction to programming Motivation strategies |
description |
The difficulties of many students in introductory programming courses and the consequent failure and drop out make it necessary to look for motivation strategies for them to be successful. One of the strategies that is touted in the literature is self-assessment to compromise and motivate students. As we had doubts about the possibility of this strategy, we did an experiment and asked the students to predict the grades of the two tests and the two projects during a semester. Even knowing the correction grid and exercises that involve programming languages, which shows the result to the programmer, we found that the students' forecasts were not very accurate. In the first test we found that the worst students said they were going to get reasonable grades and much better than reality, while the best students thought they had worse grades than they actually had. The other moments of evaluation did not have as severe results, but forecasts continued to be inaccurate. We did tests by gender, by age, for being a freshman or not, for having taken a computer course in high school and for previous knowledge of programming languages: none of these variables proved to be as significant as the students' grades and their corresponding insecurity-fear or optimism-unconscious. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021-07-06T14:32:51Z 2021-07-06 2021-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Sobral, S. R. (2021). CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? International Journal of Information and Education Technology, 11(8), 387-391. doi: 10.18178/ijiet.2021.11.8.1539. Disponível no Repositório UPT, http://hdl.handle.net/11328/3579 http://hdl.handle.net/11328/3579 Sobral, S. R. (2021). CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? International Journal of Information and Education Technology, 11(8), 387-391. doi: 10.18178/ijiet.2021.11.8.1539. Disponível no Repositório UPT, http://hdl.handle.net/11328/3579 http://hdl.handle.net/11328/3579 https://doi.org/10.18178/ijiet.2021.11.8.1539 |
identifier_str_mv |
Sobral, S. R. (2021). CS1 Student Grade Prediction: Unconscious Optimism vs Insecurity? International Journal of Information and Education Technology, 11(8), 387-391. doi: 10.18178/ijiet.2021.11.8.1539. Disponível no Repositório UPT, http://hdl.handle.net/11328/3579 |
url |
http://hdl.handle.net/11328/3579 https://doi.org/10.18178/ijiet.2021.11.8.1539 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
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2010-3689 (Electronic) |
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http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by/4.0/ |
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openAccess |
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application/pdf |
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IJIET |
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IJIET |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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