2015
DOI: 10.1111/bjet.12309
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A dataset from TIMSS to examine the relationship between computer use and mathematics achievement

Abstract: Because the relationship between computer use and achievement is still puzzling, there is a need to prepare and analyze good quality datasets on computer use and achievement. Such a dataset can be derived from TIMSS data. This paper describes how this dataset can be prepared. It also gives an example of how the dataset may be analyzed. The analysis evidenced that (1) computers should not be used frequently, and (2) they should be used as a learning tool more often than as an information tool.

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Cited by 8 publications
(5 citation statements)
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“…Most of the recent studies with large-scale studies draw from the PISA data. Kadijevich (2015) emphasized on the need for large-scale studies focused on the influence of computer use on mathematics achievement and suggested TIMSS as a quality data set.…”
Section: Large-scale Studies On Computer Use and Students' Achievementmentioning
confidence: 99%
“…Most of the recent studies with large-scale studies draw from the PISA data. Kadijevich (2015) emphasized on the need for large-scale studies focused on the influence of computer use on mathematics achievement and suggested TIMSS as a quality data set.…”
Section: Large-scale Studies On Computer Use and Students' Achievementmentioning
confidence: 99%
“…According to the findings of TALIS, less than 40% of teachers use ICT in lessons and only less than 30% of primary school teachers felt ready to use ICT in teaching [82]. In the field of problem solving, Czech teachers lag behind other workers with tertiary education [83]. Without investment in teachers' hardware and the "fast" Internet, the situation will not improve.…”
Section: Discussionmentioning
confidence: 99%
“…Teachers' dissatisfaction with the quality of completed education in ICT, which is highly related to the willingness to complete such education, may also be the result of the absence of involvement of modern teaching methods, which teachers would perceive as really beneficial. These include, for example, trends in the involvement of gamification in education, where game elements in learning have a significant effect on teachers' motivation to transfer the knowledge and skills they had acquired during the learning process into their teaching practices to benefit their students [83,84]. Teachers need not only to learn new skills but also to learn and find new ways to encourage their students to use technology to explore, analyze, and evaluate sources of information and creatively use them.…”
Section: Conclusion and Contributionsmentioning
confidence: 99%
“…Studies conducted by Kruger (2018), Kadijevich (2015) and Skryabin, Zhang, Liu, and Zhang (2015) based on datasets from TIMSS 2011 and 2015, also found that the frequent use educational technology by learners at school resulted in lower mathematics scores. In their study, Eickelmann et al (2017) attempted to explain the negative relationship by saying that learners with poor mathematics results use educational technology more frequently in an attempt to improve their results.…”
Section: Statistically Significant Negative Relationships Between Usimentioning
confidence: 94%