This methodological guidance article discusses the elements of a high-quality meta-analysis that is conducted within the context of a systematic review. Meta-analysis, a set of statistical techniques for synthesizing the results of multiple studies, is used when the guiding research question focuses on a quantitative summary of study results. In…

Diagnostic accuracy studies often evaluate diagnostic tests at several threshold values, aiming to make recommendations on optimal thresholds for use in practice. Methods for meta-analysis of full receiver operating characteristic (ROC) curves have been proposed but still have deficiencies. We recently proposed a parametric approach that is based…

Teacher autonomy support and provision of structure are crucial for students' learning and motivation, yet it is unclear how to best blend them. Research describes autonomy support and structure as independent but mutually supportive, equivalent, and even opposite. These contradictions jeopardize the generalizability of findings across studies and…

Artificial intelligence (AI) shows increasing potential to improve mathematics instruction, yet integrative quantitative evidence currently is lacking on its overall effectiveness and factors influencing success. This systematic review and meta-analysis investigate the effectiveness of AI on improving mathematics performance in K-12 classrooms…

Purpose: In response to challenges in traditional professional development, educators are increasingly utilizing social media platforms to customize their learning experiences and facilitate their professional growth. This systematic literature review seeks to examine articles published between January 2018 and July 2023 to synthesize evidence on…

This study aims to identify emerging trends in immersive learning research in teacher education in order to provide researchers with insights into research themes and issues for further exploration. Specifically, the researchers scrutinised the research methods, research outcomes, and technologies employed in immersive learning research in teacher…

This study aims to reinterpret the findings of the studies investigating the effectiveness of using infographics on academic achievement. A mixed methods research design including both quantitative and qualitative sections was adopted on the use of infographics in education. For this purpose, a meta-analysis of 12 empirical studies on the effect…

It is often challenging to present the available evidence in a timely and comprehensible manner. We aimed to visualize the evolution of evidence about antidepressants for depression by conducting cumulative network meta-analyses (NMAs) and to examine whether it could have helped the selection of optimal drugs. We built a Shiny web application that…

The aim of this research is to analyze the effect of the flipped learning model on the academic success of students. In this research featuring a descriptive survey model, a quantitative research method has been used. While criterion sampling method has been used for selecting the sample of this research, meta-analysis has been used to analyze the…

This research aims to analyze studies that have investigated the effects of teacher empowerment on job satisfaction. From the results obtained from the meta-analytic structural equation modeling of 11 studies (N = 19,462), it has been found that the teacher empowerment model and job satisfaction are meaningfully correlated. The findings have also…

The idea of a "creativity crisis" is widely accepted in the creativity and education literature. Its popular interpretation as a decline in creativity across generations originates from Kim's (2011) influential analysis of the re-norming data in the Torrance Tests of Creative Thinking (TTCT). The present work offers a critical review and…

This meta-analysis synthesized 26 published single-case design (SCD) studies on Tier 2 behavior interventions implemented within the educational framework of school-wide positive behavioral interventions and supports. We used Tau-U indices to determine the overall magnitudes of effect of the Tier 2 behavior interventions and the potential…

Numerous studies have been conducted to date on the effectiveness of the flipped classroom. However, the results of studies reporting on the model are generally inconsistent. The aim of this research was to evaluate the results of these primary studies in a comprehensive manner, and to obtain general results to document the effectiveness of…

School climate is one of the variables that affect academic achievement, but the level of correlation between school climate and academic achievement differs. On the basis of these inconsistent results between school climate and academic achievement, researchers can use meta-analyses to shed light on relevant literature. The present study ran a…

Family involvement is a cornerstone of early intervention (EI). Therefore, positive caregiver outcomes are vital, particularly in caregiver-implemented interventions. As such, caregiver instructional approaches should optimize adult learning. This study investigated the comparative efficacy of coaching and traditional caregiver instruction on…