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Xuetan Zhai; Wei Yuan; Huiling Liu; Qiang Wang – Educational Studies, 2025
Effective teaching practices are essential for enhancing classroom instruction and student learning. However, a comprehensive understanding of the factors influencing teachers' instructional practices remains elusive. This study employs machine learning (ML) to identify the most significant predictors influencing the instructional practices of…
Descriptors: Artificial Intelligence, Teaching Methods, Predictor Variables, Foreign Countries
Admiraal, Wilfried; Kittelsen Røberg, Karl-Ingar; Wiers-Jenssen, Jannecke; Saab, Nadira – Social Psychology of Education: An International Journal, 2023
In the first years of a teaching career, teachers experience high levels of distress, and the attrition rate appears to be high. Early-career teachers do not always feel well prepared for their job and feel insufficient support during their first experiences as a teacher. Induction programs, professional development, and school support could equip…
Descriptors: Beginning Teachers, Faculty Development, Work Environment, Teaching Conditions
Saul Karnovsky; Brad Gobby – British Journal of Sociology of Education, 2024
Teacher wellbeing is a growing international concern. Despite teachers' experiences being deleteriously impacted by education policies and organisational conditions, dominant discourses of wellbeing focus on strategies that enhance individual self-management of wellbeing. This paper critically examines teacher wellbeing and the counter-discourses…
Descriptors: Well Being, Social Media, Educational Policy, Teaching Conditions
Sampaio Maia, João; Rosa, Vítor; Mascarenhas, Daniela; Duarte Teodoro, Vítor – Cogent Education, 2022
From the 61 indicators presented in the two TALIS 2018 Reports, we constructed indices on the education quality, based on the teachers' and principals' opinions, by country/economy, for the 10 themes of these Reports. The indices result from the association between the OECD perspective on indicators' influence on the education quality and whether…
Descriptors: Educational Quality, Administrator Surveys, Teacher Surveys, Teacher Attitudes
Allison A. Serceki – ProQuest LLC, 2021
The purpose of this study was to better understand the relationship between novice teachers' context-specific self-efficacies and stresses and whether these constructs differed from the self-efficacies and stresses of experienced teachers in middle school and early high school. Novice teachers, or teachers in their first 5 years of teaching, are…
Descriptors: Correlation, Stress Variables, Stress Management, Beginning Teachers

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