Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)

Primary and secondary students’ exposure to computer science-related activities in school has been steadily increasing, heightening the need for valid measures regarding impact of these activities on students. This study reports on the development and validation process of an instrument to measure s...

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Autores principales: Arif Rachmatullah, Eric Wiebe, Danielle Boulden, Bradford Mott, Kristy Boyer, James Lester
Formato: article
Lenguaje:EN
Publicado: Elsevier 2020
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Acceso en línea:https://doaj.org/article/a553f2895ad54ccea3f2b8916238b0b8
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spelling oai:doaj.org-article:a553f2895ad54ccea3f2b8916238b0b82021-12-01T05:03:17ZDevelopment and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)2451-958810.1016/j.chbr.2020.100018https://doaj.org/article/a553f2895ad54ccea3f2b8916238b0b82020-08-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S245195882030018Xhttps://doaj.org/toc/2451-9588Primary and secondary students’ exposure to computer science-related activities in school has been steadily increasing, heightening the need for valid measures regarding impact of these activities on students. This study reports on the development and validation process of an instrument to measure students’ affective state as it relates to computer science in an academic setting. The self-report instrument, Computer Science Attitudes Scale for middle school students (MG-CS Attitudes), was developed based upon expectancy-value theory, which assumes two attitudinal constructs: self-efficacy and outcome expectancy. A set of ten initial items was administered to 663 middle-grade students from sixth to eighth grade (11–13 years of age). A combination of classical test theory and item response theory approaches were used to evaluate and validate the instrument using well-established construct validity frameworks to guide the process, leading to nine final items. The multi-stage validation process has resulted in a robust, well-functioning instrument, which can be used by researchers and evaluators to study CS-related educational interventions.Arif RachmatullahEric WiebeDanielle BouldenBradford MottKristy BoyerJames LesterElsevierarticlecomputer Science attitudesInvariance testScale validationSecondary educationElectronic computers. Computer scienceQA75.5-76.95PsychologyBF1-990ENComputers in Human Behavior Reports, Vol 2, Iss , Pp 100018- (2020)
institution DOAJ
collection DOAJ
language EN
topic computer Science attitudes
Invariance test
Scale validation
Secondary education
Electronic computers. Computer science
QA75.5-76.95
Psychology
BF1-990
spellingShingle computer Science attitudes
Invariance test
Scale validation
Secondary education
Electronic computers. Computer science
QA75.5-76.95
Psychology
BF1-990
Arif Rachmatullah
Eric Wiebe
Danielle Boulden
Bradford Mott
Kristy Boyer
James Lester
Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
description Primary and secondary students’ exposure to computer science-related activities in school has been steadily increasing, heightening the need for valid measures regarding impact of these activities on students. This study reports on the development and validation process of an instrument to measure students’ affective state as it relates to computer science in an academic setting. The self-report instrument, Computer Science Attitudes Scale for middle school students (MG-CS Attitudes), was developed based upon expectancy-value theory, which assumes two attitudinal constructs: self-efficacy and outcome expectancy. A set of ten initial items was administered to 663 middle-grade students from sixth to eighth grade (11–13 years of age). A combination of classical test theory and item response theory approaches were used to evaluate and validate the instrument using well-established construct validity frameworks to guide the process, leading to nine final items. The multi-stage validation process has resulted in a robust, well-functioning instrument, which can be used by researchers and evaluators to study CS-related educational interventions.
format article
author Arif Rachmatullah
Eric Wiebe
Danielle Boulden
Bradford Mott
Kristy Boyer
James Lester
author_facet Arif Rachmatullah
Eric Wiebe
Danielle Boulden
Bradford Mott
Kristy Boyer
James Lester
author_sort Arif Rachmatullah
title Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
title_short Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
title_full Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
title_fullStr Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
title_full_unstemmed Development and validation of the Computer Science Attitudes Scale for middle school students (MG-CS attitudes)
title_sort development and validation of the computer science attitudes scale for middle school students (mg-cs attitudes)
publisher Elsevier
publishDate 2020
url https://doaj.org/article/a553f2895ad54ccea3f2b8916238b0b8
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