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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Elsevier
2020
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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) |
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computer Science attitudes Invariance test Scale validation Secondary education Electronic computers. Computer science QA75.5-76.95 Psychology BF1-990 |
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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) |
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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 |
work_keys_str_mv |
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