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      High-quality digital distance teaching during COVID-19 school closures: Does familiarity with technology matter?

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          Abstract

          During the COVID-19-related school closures teachers and students were challenged to suddenly switch to digital teaching at a distance. In particular, the challenge was to organize high-quality teaching in which students stay on task. Familiarity with technology may have helped to master the situation. However, only few studies so far have examined the quality of digital distance teaching (e.g., cognitive activation) during school closures and its relation to students' learning (e.g., effort investment). Moreover, systematic research concerning the role of familiarity with technology-enhanced teaching and learning acquired during face-to-face teaching is yet lacking. In our study, we used data from 729 ninth graders to investigate how student-observed learning activities when using technology at a distance were related to students' effort in learning in two subjects (mathematics, German). In addition, we examined whether student-perceived cognitive activation mediated this relation. Finally, the sample provides the unique opportunity to examine the role of familiarity, as some of the classes had been randomly equipped with tablet computers one year before the school closures and thus had the opportunity to gain familiarity with using technology in the classroom. Results from structural equation models showed that student-observed learning activities were associated with students’ learning effort in both subjects. Student-perceived cognitive activation mediated this association. Familiarity with face-to-face technology-enhanced teaching gained before the COVID-19 pandemic appeared to be less important for high-quality digital distance teaching. Thus, infrastructural measures, such as equipping schools with digital devices so that teachers and students can familiarize themselves with technology, do not seem to be decisive for high-quality digital (distance) teaching—at least in the case of short-term change from face-to-face to digital distance teaching, as was necessary during the COVID-19 pandemic.

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          School Engagement: Potential of the Concept, State of the Evidence

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            Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods.

            The most commonly used method to test an indirect effect is to divide the estimate of the indirect effect by its standard error and compare the resulting z statistic with a critical value from the standard normal distribution. Confidence limits for the indirect effect are also typically based on critical values from the standard normal distribution. This article uses a simulation study to demonstrate that confidence limits are imbalanced because the distribution of the indirect effect is normal only in special cases. Two alternatives for improving the performance of confidence limits for the indirect effect are evaluated: (a) a method based on the distribution of the product of two normal random variables, and (b) resampling methods. In Study 1, confidence limits based on the distribution of the product are more accurate than methods based on an assumed normal distribution but confidence limits are still imbalanced. Study 2 demonstrates that more accurate confidence limits are obtained using resampling methods, with the bias-corrected bootstrap the best method overall.
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              The ICAP Framework: Linking Cognitive Engagement to Active Learning Outcomes

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                Author and article information

                Journal
                Comput Educ
                Comput Educ
                Computers & Education
                The Authors. Published by Elsevier Ltd.
                0360-1315
                0360-1315
                22 March 2023
                22 March 2023
                : 104788
                Affiliations
                [a ]University of Tübingen, Tübingen, Germany
                [b ]Leibniz-Institut für Wissensmedien, Tübingen, Germany
                [c ]University of Potsdam, Potsdam, Germany
                Author notes
                []Corresponding author. Hector Research Institute of Education Sciences and Psychology, University of Tübingen, Europastraße 6, 72072, Tübingen, Germany.
                [1]

                shared first author as both authors contributed equally to this work.

                Article
                S0360-1315(23)00065-9 104788
                10.1016/j.compedu.2023.104788
                10030464
                36974059
                0d06c6cd-4373-42b3-b4d4-54d6cb593be2
                © 2023 The Authors. Published by Elsevier Ltd.

                Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.

                History
                : 29 October 2022
                : 16 March 2023
                : 19 March 2023
                Categories
                Article

                digital distance teaching,familiarity with technology,effort,cognitive activation,icap

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