Using machine learning, this research aimed to examine the crucial factors that predict the reading performance of fourth-grade students from Türkiye who participated in PIRLS 2021. When trained with the data of 3589 fourth-grade students and their 405 independent variables, the support vector machine (SVM) algorithm properly distinguished between…

Our study determined the impact of emotional intelligence (EI) on teachers' attitudes, concerns and sentiments about inclusive education while controlling for teachers' professional-related factors. This is predicated on the increasing influence of EI on teacher effectiveness. The sample size consisted of 508 regular classroom teachers. Using…

Studies show that student-instructor rapport is correlated with student success in college courses (e.g., Lammers & Gillaspy, 2013). Less is known about the personality traits of students and their perceptions of instructors' personality traits that are associated with rapport. This study addressed this gap in the literature. In an online…

Feelings of burnout are widely thought to be a contributing factor to low employee retention for outdoor expeditionary program (OEP) field instructors. The purpose of this study was to examine how certain job demands and resources influence levels of burnout among OEP field instructors. To address this aim, the following study evaluated feelings…

The purpose of this quantitative correlational-predictive study was to assess if and to what extent the Big Five Personality Traits (Openness, Conscientiousness, Extroversion, Agreeableness, and Neuroticism), individually and combined, predict Perceived Job Stress among K-12 special education teachers in US. The study was guided by the theoretical…

The purpose of this quantitative correlational-predictive study was to assess personal resilience and self-efficacy as predictors of well-being among EC-12 special education teachers in the Southwest Region of the United States. The theoretical framework for this study included the PERMA theory of wellbeing, the self-efficacy theory, and the…

The COVID-19 pandemic was difficult for students, teachers, and parents. Teacher well-being was already identified as problematic, and the pandemic intensified many teachers' stresses. This quantitative study used survey research methods to investigate whether resilience characteristics (i.e., purpose, perseverance, self-reliance, equanimity, or…

The purpose of this study is to examine student and teacher characteristics related to students' mathematics achievement. The study group for this research was composed of 1533 students who participated in the mathematics subtest of the transition from basic education to secondary education applied in 2016 and 36 mathematics teachers who teach…

Teacher educators, policy makers, and school administrators have long been concerned with new teachers' initial preparedness to teach. However, how to conceptualize and to validly measure teacher preparedness and the extent to which it is predictive of teacher retention are not entirely clear. This longitudinal study draws on data on hundreds of…

The purpose of this mixed methods study was to describe relationships between stress, burnout, and perfectionism and provide the first empirical documentation of the prevalence and perceived role of perfectionism among music educators. I collected quantitative data on perceived stress, stress appraisal, burnout, and perfectionism in a national…

This study investigates a range of non-normative ideas that pre-service teachers (PSTs) employ in reasoning about sampling variability. This issue was studied in the context of a content course on statistics and probability for pre-service middle grade teachers at a Midwestern American university. Analysis of seven PSTs' video and screen records…

Research on teacher churn has produced conflicting conclusions as to its impact on students and teachers. We bring clarity to this work by combining and expanding on analytical approaches used in earlier research to determine how and when different types of churn (i.e., grade, school) impact teacher effectiveness and attendance. Using data from…

Teacher creativity is needed to encourage the improvement of the quality of school graduates, so that in the end it will accelerate the achievement of national education goals in Indonesia. This study aims to find strategies and ways to increase teacher creativity to be used as input and recommendations for related parties, namely teachers, school…

This non-experimental study examines the relationship between teachers' perceptions of their principals' use of transformational leadership styles and teachers' commitments and turnover intentions. The convenience sample consisted of participants from elementary teachers in Texas public school districts, as well as teachers from the researcher's…

Different personal traits could predict not only prejudice, but also practices aimed at the inclusion of vulnerable minorities in higher education. On the basis of this assumption, the study presented here sets out to confirm a predictive model of inclusive practices among university teaching staff, incorporating variables of personality,…