Computational models of child language development can help us understand the cognitive underpinnings of the language learning process, which occurs along several linguistic levels at once (e.g., prosodic and phonological). However, in light of the replication crisis, modelers face the challenge of selecting representative and consolidated infant…

In this article, we address the common criticisms of the Visible Learning research and offer a long-term view of the potential presented with this body of knowledge. We contextualize our view with some experiences in a high school that is focused on improving student learning.

Background: The construct of ?eld independence (FI) remains one of the most widely cited notions in research on cognitive style and on learning and instruction more generally. However, a great deal of confusion continues to exist around the de?nition of FI, its measurement, and the interpretation of research results, all of which have served to…

The paper represents a synthesis of results obtained in empirical studies of variables related to learning process. A number of studies were carried out within the Students Approaches to Learning perspective. According to the 3P model of learning, the complex of learning process comprises three learning approaches--Deep, Surface and Achievement…

Background: Historically, significant advances in scientific understanding have followed advances in measurement and observation. As the resolving power of an instrument increased, so have gains in the understanding of the phenomena being observed. Modern interactive systems are potentially the new "microscopes" when they are…

This meta-analysis (29 studies, k = 33, N = 4158) examined the longitudinal development of the relationship between performance self-efficacy and transfer before and after training. A specific focus was on training programs that afforded varying degrees of computer-supported collaborative learning (CSCL). Consistent with social cognitive theory,…

This article is a meta-analysis of the theory of andragogy and its search for a measurable instrument. The article explores three areas surrounding andragogy: (a) its concept and history, (b) its assumptions, and (c) its primary criticisms. In examining these three areas, a foundation is established for the creation of an instrument to provide…

An analysis of 50 years of research reveals that direct influences such as classroom management affect student learning more than indirect influences such as policies. Findings based on standardized tests and essay examinations showed student aptitude as the most influential variable, followed by classroom instruction and climate, context, program…

This monograph includes chapters on: (1) The Need for Educational Productivity Research; (2) Syntheses of Research on Factors Influencing Learning; (3) Contextual and Transactional Influences on Science Outcomes; (4) Identifying the Salient Facets of a Model of Student Learning: A Synthesis of Meta-Analysis; and (5) Use of National Survey Data in…

Meta-analytic techniques tested the effect on learning of the interaction of prior achievement with instructional support. This review of nine studies indicates that differences in prior achievement levels can be reduced through instructional treatment. Results support the use of meta-analyses for other investigations of aptitude-treatment…

Four dimensions of pedagogical quality focusing on children's opportunities for learning and development in preschool are suggested. This article explores how they are constituted and how they can be used for evaluation to discern pedagogical quality as a whole and part of a whole and to understand how quality is experienced and valued from…

Results are summarized from 14 fields of research that elucidate the relationships between classroom evaluation and student outcomes. Conclusions from the individual fields are merged to produce an integrated summary with clear implications for effective education. Classroom evaluation has powerful direct and indirect and positive and negative…

This meta-analysis reviews experimental and quasi-experimental studies in which students learned by constructing, modifying, or viewing node-link diagrams. Following an exhaustive search for studies meeting specified design criteria, 67 standardized mean difference effect sizes were extracted from 55 studies involving 5,818 participants. Students…