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 …
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 …
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
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 …
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 …
This study examines the effect of teachers' participation in mathematics and science
professional development (PD) on student achievement in nationally representative settings …
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' …
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
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 …
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 …
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
Students' perceptions of instructional quality have become an important information source
for teachers' professional development. This requires knowledge of the structure of these …
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 …
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
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 …
outcomes. Yet, most of the relevant studies concerned with direct or mediated effects of …