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Full-Text Articles in Education
Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo
Addressing The Poor Mathematics Performance Of Filipino Learners: Beyond Curricular And Instructional Interventions, Minie Rose C. Lapinid, Macario O. Cordell Ii, Jude Michael Teves, Sashimir A. Yap, Unisse Chua Ms., Allan B.I. Bernardo
Angelo King Institute for Economic and Business Studies (AKI)
This study aimed to determine predictive models that would identify the most important predictor variables for students in the lowest proficiency group in public schools and private schools. After experimenting with different machine learning approaches, the random forest classifier (SVM) models were found to perform most accurately (Lundberg & Lee, 2017). To identify the most important predictors of being a poor performer in mathematics, Shapley values were generated, which produces a ranked list of several features in descending order. To manage complexity in comparing the key variables for private and public student performance classification, the 10 most significant features for …
An Investigation Of Teacher Response To National Science Curriculum Reforms In Turkey, Ridvan Elmas, Nilay Öztürk, Meltem Irmak, William W. Cobern
An Investigation Of Teacher Response To National Science Curriculum Reforms In Turkey, Ridvan Elmas, Nilay Öztürk, Meltem Irmak, William W. Cobern
Scientific Literacy and Cultural Studies Project
Major science education curriculum reform is taking place in Turkey involving a substantial break with past science curricula. Such reform has significant implications for teachers but to date there has been little research on teacher response to these reforms. The purpose of this qualitative study was to investigate the impact on the teachers who are charged with implementing reforms. Semi-structured interviews with 18 elementary science teachers were conducted and additional observational data was recorded. The interview schedule comprised 23 questions in 9 themes. According to the data analysis, the main problem for teachers is that curriculum reforms involve overly big …