Educational data mining for student performance prediction: A systematic literature review (2015-2021)

MB Roslan, C Chen - … of Emerging Technologies in Learning (iJET), 2022 - learntechlib.org
This systematic literature review aims to identify the recent research trend, most studied
factors, and methods used to predict student academic performance from 2015 to 2021. The …

Teacher beliefs, classroom process quality, and student engagement in the smart classroom learning environment: A multilevel analysis

J Wang, DEH Tigelaar, J Luo, W Admiraal - Computers & Education, 2022 - Elsevier
As smart classroom learning environments enable teaching and learning processes,
scholars have examined how classroom process quality affects student engagement in …

Satisfied teachers are good teachers: The association between teacher job satisfaction and instructional quality

MG Harrison, RB King, H Wang - British Educational Research …, 2023 - Wiley Online Library
Instructional quality is associated with better academic outcomes for students. This study
aimed to investigate how teachers' job satisfaction was associated with clarity of instruction …

[HTML][HTML] How effective is the professional development in which teachers typically participate? Quasi-experimental analyses of effects on student achievement based …

N Kirsten, J Lindvall, A Ryve, JE Gustafsson - Teaching and Teacher …, 2023 - Elsevier
This study examines the effect of teachers' participation in mathematics and science
professional development (PD) on student achievement in nationally representative settings …

[HTML][HTML] Profiles of instructional quality in primary and secondary education: Patterns, predictors, and relations to student achievement and motivation in science

N Teig, T Nilsen - Studies in Educational Evaluation, 2022 - Elsevier
Teachers implement different types of instruction, and the quality of their instruction is crucial
for enhancing student outcomes. However, studies examining various patterns of teachers' …

Personal agency among students from low socio-economic backgrounds: An examination of student profiles, perceived teaching support, and achievement

RJ Collie, AJ Martin, A Flesken, B McCourt - Social Psychology of …, 2024 - Springer
Personal academic agency—the thoughts, actions, and emotions that impact individual
functioning at school—is central for academic success. On average, students from low socio …

Predicting students' performance in English and Mathematics using data mining techniques

MHB Roslan, CJ Chen - Education and Information Technologies, 2023 - Springer
This study attempts to predict secondary school students' performance in English and
Mathematics subjects using data mining (DM) techniques. It aims to provide insights into …

Obtaining secondary students' perceptions of instructional quality: Two-level structure and measurement invariance

B Wisniewski, K Zierer, M Dresel, M Daumiller - Learning and Instruction, 2020 - Elsevier
Students' perceptions of instructional quality have become an important information source
for teachers' professional development. This requires knowledge of the structure of these …

Engagement, achievement, and teacher classroom practices in mathematics: Insights from TIMSS 2011 and PISA 2012

Y Zhang, S Russell, S Kelly - Studies in Educational Evaluation, 2022 - Elsevier
This article examines a multidimensional conceptualization of engagement and how it is
related to achievement outcomes and teacher classroom practices in mathematics …

[HTML][HTML] Socioeconomic achievement gaps and the role of school leadership: Addressing within-and between-school inequality in student achievement

E Smith, S Gümüş - International Journal of Educational Research, 2022 - Elsevier
There has been an increasing push for school leadership to address inequity in educational
outcomes. Yet, most of the relevant studies concerned with direct or mediated effects of …