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Cluster analysis findings over 20 years of TIMSS
Michalis P. Michaelides
, Gavin T.L. Brown
, Hanna Eklöf
,
Elena C. Papanastasiou
Department of Education
University of Cyprus
The University of Auckland
Umeå University
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Keyphrases
Science Studies
100%
Mathematics Study
100%
Cluster Analysis
100%
Student Motivation
50%
Motivational Factors
50%
Gender Composition
50%
Motivation
25%
Student Achievement
25%
Statistical Test
25%
Student Values
25%
Achievement in Mathematics
25%
Interesting Patterns
25%
Confidence Score
25%
Universal Effect
25%
Home Resources
25%
Number of Clusters
25%
Psychology
Cluster Analysis
100%
Academic Achievement
100%
Economics, Econometrics and Finance
International Energy Agency
100%
Social Sciences
Statistical Test
25%
Mathematics
Statistical Test
20%