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Direct linkErdogdu, Funda – Education and Information Technologies, 2022
Using panel data from the last five PISA cycles and data on various institutional variables, the role of ICT resources, parents' occupation, school characteristics and institutions in student attainment was explored. The data were collected from 2.5 million students in 94 countries/economies representing more than 140 million students worldwide.…
Descriptors: Predictor Variables, Academic Achievement, Longitudinal Studies, Secondary School Students
Göktepe Körpeoglu, Seda; Göktepe Yildiz, Sevda – Education and Information Technologies, 2023
Examining students' attitudes towards STEM (science, technology, engineering, and mathematics) fields starting from middle school level is important in their career choices and future planning. However, there is a need to investigate which variables affect students' attitudes towards STEM. Here, we aimed to estimate middle school students'…
Descriptors: Comparative Analysis, Algorithms, Data Collection, Student Attitudes
Drossel, Kerstin; Eickelmann, Birgit; Gerick, Julia – Education and Information Technologies, 2017
This paper is based on the research question of what predictors (school characteristics, teachers' attitudes, teacher collaboration and background characteristics) determine secondary school teachers' frequency of computer use in class. The use of new technologies by secondary school teachers for educational purposes is an important factor…
Descriptors: Institutional Characteristics, Information Technology, Teacher Attitudes, Teacher Collaboration
