Predicting student performance using data mining and learning analytics techniques: A systematic literature review
A Namoun, A Alshanqiti - Applied Sciences, 2020 - mdpi.com
Featured Application The herein survey is among the first research efforts to synthesize the
intelligent models and paradigms applied in education to predict the attainment of student …
intelligent models and paradigms applied in education to predict the attainment of student …
[HTML][HTML] Smart teachers, successful students? A systematic review of the literature on teachers' cognitive abilities and teacher effectiveness
L Bardach, RM Klassen - Educational Research Review, 2020 - Elsevier
This study provides a systematic review of the literature on teachers' cognitive abilities
(intelligence test scores and proxies of cognitive abilities such as college entrance exam …
(intelligence test scores and proxies of cognitive abilities such as college entrance exam …
[HTML][HTML] The impact of mathematics teachers' professional competence on instructional quality and students' mathematics learning outcomes
Highlights•Broadened views of teacher competence were proposed enriching cognitive
approaches.•Broadened competence approaches span from disposition to performance of …
approaches.•Broadened competence approaches span from disposition to performance of …
[HTML][HTML] Teachers' engaging messages: The role of perceived autonomy, competence and relatedness
E Santana-Monagas, JL Núñez, JF Loro… - Teaching and Teacher …, 2022 - Elsevier
Abstract “If you work hard you will learn interesting facts”.“Unless you work hard you will get
into trouble”. These are examples of engaging messages teachers use to encourage …
into trouble”. These are examples of engaging messages teachers use to encourage …
Ready to teach? A profile analysis of cognitive and motivational-affective teacher characteristics at the end of pre-service teacher education and the long-term effects …
D Holzberger, C Maurer, O Kunina-Habenicht… - Teaching and Teacher …, 2021 - Elsevier
The present study explores how multiple teacher characteristics (ie, knowledge, beliefs, self-
efficacy, and self-regulation) co-occur within 649 German teacher candidates at the end of …
efficacy, and self-regulation) co-occur within 649 German teacher candidates at the end of …
[PDF][PDF] Teaching effectiveness revisited through the lens of practice theories
In research on teaching, there is a tension between the intention to provide educational
practice with clear and convertible recommendations and the wish to do justice to the whole …
practice with clear and convertible recommendations and the wish to do justice to the whole …
Teacher self-efficacy and pupil achievement: much ado about nothing? International evidence from TIMSS
Bandura's influential theory has been used to argue that teachers with high self-efficacy will
be more effective at increasing pupil achievement—and a voluminous empirical literature …
be more effective at increasing pupil achievement—and a voluminous empirical literature …
Teacher quality and students' post-secondary outcomes
J Graham, M Flamini - Educational Policy, 2023 - journals.sagepub.com
Research suggests teachers' observable characteristics are inequitably distributed across
schools, leaving minoritized students with less exposure to experienced and credentialed …
schools, leaving minoritized students with less exposure to experienced and credentialed …
Teacher beliefs about mathematics teaching and learning: Identifying and clarifying three constructs
Scholars have long argued that individuals' beliefs influence their behaviors and the
decisions they make throughout their lives. Focusing on beliefs as a cognitive construct, the …
decisions they make throughout their lives. Focusing on beliefs as a cognitive construct, the …
Effects of teacher knowledge of early reading on students' gains in reading foundational skills and comprehension
The importance of having a highly qualified teacher in every classroom is an educational
necessity. Determining which teacher characteristics define teacher quality and measuring …
necessity. Determining which teacher characteristics define teacher quality and measuring …