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 …

[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 …

[HTML][HTML] The impact of mathematics teachers' professional competence on instructional quality and students' mathematics learning outcomes

X Yang, G Kaiser - Current Opinion in Behavioral Sciences, 2022 - Elsevier
Highlights•Broadened views of teacher competence were proposed enriching cognitive
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 …

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 …

[PDF][PDF] Teaching effectiveness revisited through the lens of practice theories

S Vieluf, E Klieme - Theorizing teaching: Current status and open …, 2023 - library.oapen.org
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 …

Teacher self-efficacy and pupil achievement: much ado about nothing? International evidence from TIMSS

J Jerrim, S Sims, M Oliver - Teachers and Teaching, 2023 - Taylor & Francis
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 …

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 …

Teacher beliefs about mathematics teaching and learning: Identifying and clarifying three constructs

RC Schoen, M LaVenia - Cogent Education, 2019 - Taylor & Francis
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 …

Effects of teacher knowledge of early reading on students' gains in reading foundational skills and comprehension

SB Porter, TN Odegard, EA Farris, EL Oslund - Reading and Writing, 2023 - Springer
The importance of having a highly qualified teacher in every classroom is an educational
necessity. Determining which teacher characteristics define teacher quality and measuring …