We consider estimating the effect of a treatment on a given outcome measured on subjects tested both before and after treatment assignment in observational studies. A vast literature compares the competing approaches of modelling the post-test score conditionally on the pre-test score versus modelling the difference, namely, the gain score. Our…

This paper uses biographical, historical and comparative perspectives to examine some of the work of Lawrence Stenhouse, widely regarded as one of the leading curriculum theorists of the twentieth century. Although his best-known work was carried out in England, he had strong Scottish connections and some of the influences on his output can be…

This paper provides a modest contribution to understanding how Fayol's principles can be contextualised and applied in the administration of school systems in Tanzania and beyond. A qualitative approach is adopted to review journal articles that analyse Fayol's 14 principles and compares their suitability to the current management of school…

In this paper we consider the issue of formality in learning. Both formal and informal learning appear to be well-defined in educational discourse, in contrast with non-formal learning which is less clearly articulated. This lack of clarity around non-formal learning has consequences for its recognition by teachers and learners. To contribute to…

As data are 'numbers with context' (Cobb & Moore, 1997), contextual knowledge plays a prominent role in dealing with statistics. While insights about a specific context can further the depth of interpreting and evaluating outcomes of data analysis, research shows how it can also hinder relying on data especially if results differ from…

Automating the classification of instructional strategies from a large-scale online tutorial dialogue corpus is indispensable to the design of dialogue-based intelligent tutoring systems. Despite many existing studies employing supervised machine learning (ML) models to automate the classification process, they concluded that building a…

Since post-World War II and especially throughout the 1990s, the globalization of a liberal international order propelled a wave of education reforms around the world. However, recent challenges to the legitimacy of the liberal order may undercut the prevalence of education reform across countries. To reveal how global changes are influencing…

Quality Assessment Frameworks (QAFs) are standardized templates that include pre-defined criteria, open questions, or a combination to assess the quality of evaluations. They support organizations to limit risks associated with poor-quality evaluation. Qualitative research focused on four QAFs shows that five dimensions of quality are assessed…

This study compared mother, infant, and dyad interactions between infants with and without biological risk, considering contextual factors related to the COVID-19 pandemic. Forty-two infants with biological risk and 33 without risk (average age 5.6 months) were evaluated via remote video assessments. Results showed that infants without biological…

American higher education is under increasing pressure to demonstrate its effectiveness in enhancing student success and employability. Traditional metrics used by researchers and policymakers--such as time to degree completion, postgraduate employment, and income--have predominantly overlooked the diversity of student pathways during and after…

Previous research has documented that children count spatiotemporally-distinct partial objects as if they were whole objects. This behavior extends beyond counting to inclusion of partial objects in assessment and comparisons of quantities. Multiple accounts of this performance have been proposed: children and adults differ qualitatively in their…

In addition to the third edition of EUA's Autonomy Scorecard, which was published in March 2023, a series of country profiles were released between Autumn 2023 and Spring 2024. The comprehensive analysis of all indicators in these systems revealed that in some cases there was a need for a different categorisation of specific situations. While the…

This article introduces researchers in the science concerned with developing and studying research methods, measurement, and evaluation (RMME) to the educational data mining (EDM) community. It assumes that the audience is familiar with traditional priorities of statistical analyses, such as accurately estimating model parameters and inferences…

The present study aimed to investigate the relative predictive power of teachers' beliefs about cooperative learning, their participation in professional development courses on cooperative learning, emotional exhaustion, and the frequency of cooperative learning implementation before the outbreak of the COVID-19 pandemic for the frequency of…

The effectiveness of teaching strategies in improving student achievement in mathematics has been a topic of ongoing research. In Kosovo, vocational schools, especially those with an economics focus, face challenges in student engagement and achievement in mathematics, particularly in solving contextual problems related to economics. This study…