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Direct linkAustin, Bruce; French, Brian; Adesope, Olusola; Gotch, Chad – Journal of Experimental Education, 2017
Measures of variability are successfully used in predictive modeling in research areas outside of education. This study examined how standard deviations can be used to address research questions not easily addressed using traditional measures such as group means based on index variables. Student survey data were obtained from the Organisation for…
Descriptors: Predictor Variables, Models, Predictive Measurement, Statistical Analysis
Eickelmann, Birgit; Gerick, Julia; Koop, Christian – Education and Information Technologies, 2017
By means of an international comparison, the research presented in the article aims to identify supporting and hindering school level factors for the use of ICT in secondary school mathematics lessons. The relationship between ICT use and the performance of Grade 9 students in mathematics is examined and further integrated into a multi-level model…
Descriptors: Computer Uses in Education, Mathematics Instruction, Mathematics Achievement, Secondary School Mathematics
Tan, Cheng Yong; Hew, Khe Foon – Educational Studies, 2017
The present study examined how access to home and school IT resources impacted student mathematics achievement. Data comprised 144,395 secondary school students from 7,308 schools in 22 developed economies who participated in the Programme for International Student Assessment (PISA) 2012. Results of hierarchical linear modelling showed that after…
Descriptors: Access to Computers, Educational Technology, Technology Uses in Education, Mathematics Achievement
Download full textKaur, Berinderjeet; Areepattamannil, Shaljan – Mathematics Education Research Group of Australasia, 2013
This study, drawing on date from the Programme for International Student Assessment (PISA) 2009, examined the relationships of out-of-school-time mathematics lessons to mathematical literacy in Singapore and Australia. Results of two-level hierarchical linear modelling (HLM) analyses revealed that out-of-school-time enrichment lessons in…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Secondary School Students
