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Direct linkImmekus, Jason C.; Jeong, Tai-sun; Yoo, Jin Eun – Large-scale Assessments in Education, 2022
Large-scale international studies offer researchers a rich source of data to examine the relationship among variables. Machine learning embodies a range of flexible statistical procedures to identify key indicators of a response variable among a collection of hundreds or even thousands of potential predictor variables. Among these, penalized…
Descriptors: Foreign Countries, Secondary School Students, Artificial Intelligence, Educational Technology
Odell, Bryce; Cutumisu, Maria; Gierl, Mark – Social Psychology of Education: An International Journal, 2020
This scoping literature review examines the relationship between ICT and performance scores in mathematics and science for students around the world included in the PISA assessment. In this review we examined 25 publications and showed that the relationship between ICT and academic achievement is not consistent. The different types of ICT revealed…
Descriptors: Information Technology, Mathematics Achievement, Science Achievement, Scores
Download full textSaarinen, Aino I. L.; Lipsanen, Jari; Hintsanen, Mirka; Huotilainen, Minna; Keltikangas-Järvinen, Liisa – International Journal of Educational Psychology, 2021
Recently, the use of information and communications technology (ICT) at school has been extensively increased in Finland. This study investigated whether the use of ICT at school is linked to students 'learning outcomes in Finland. We used the Finnish PISA 2015 data (N=5037). Cognitive learning outcomes (i.e. science, mathematics, reading,…
Descriptors: Foreign Countries, Educational Technology, Technology Uses in Education, Science Achievement
Petko, Dominik; Cantieni, Andrea; Prasse, Doreen – Journal of Educational Computing Research, 2017
In large-scale international assessments such as the Programme for International Student Assessment (PISA), the Trends in International Mathematics and Science Study (TIMSS), or the Progress in International Reading Study (PISA), research has struggled to find positive associations between the frequency of educational technology use in schools and…
Descriptors: Achievement Tests, Foreign Countries, International Assessment, Secondary School Students
Luu, King; Freeman, John G. – Computers & Education, 2011
Despite the lack of substantial evidence for improvement in the quality of teaching and learning with information and communication technology (ICT), governmental organizations have pushed ICT as a means of providing broad-scale training to meet the demand for a skilled workforce, centred upon a hypothesized ICT-scientific literacy relationship.…
Descriptors: Foreign Countries, Educational Technology, Scientific Literacy, Gender Differences
Papanastasiou, Elena C. – Research in Science & Technological Education, 2003
The purpose of this study was to examine how variables related to computer availability, computer comfort and educational software are associated with higher or lower levels of science literacy in the USA, Finland and Mexico, after controlling for the socio-economic status of the students. The analyses for this study were based on a series of…
Descriptors: Foreign Countries, Computers, Educational Technology, Computer Uses in Education
