This case study examines the use of electronic resources in academic institutions and the difficulties in forecasting their usage. By employing time series analysis-based models, the study forecasts the utilization of e-resources from 2012 to 2021. It concludes that both Autoregressive Integrated Moving Average (ARIMA) and Error, Trend, Seasonal…

Drawing on the Psychology of Working Theory, the aim of this study is to assess the relationship between decent work, work needs' satisfaction and entrepreneurial intentions in Burkina Faso, Switzerland, and Togo. We also test the applicability of the model of entrepreneurial intentions in these countries. Using a sample of 1,829 individuals we…

Math achievement is one of the strongest predictors of academic success and career attainment. While research has focused on cognitive factors that relate to math achievement, a growing body of literature suggests that affective factors like math anxiety also relate to math achievement. The field of math anxiety has expanded to recognize that not…

Mixed methods research collects, analyzes, and integrates rigorous qualitative and quantitative methods to gain a deeper understanding of a phenomenon than would be gained by using either method alone. Integration is one of the key features of mixed methods research and consists of mixing qualitative and quantitative research in a systematic way…

The purpose of this article is to discuss the innovation and development of university education management informationization construction in the context of big data. Through a comprehensive comparison of innovative and traditional university education management information systems, it reveals the advantages of the innovative model in terms of…

Empirical studies demonstrate that students have some difficulties with the mathematical modeling process. Studies contain various applications for developing students' modeling competencies. This study investigated video-based modeling tasks' impact on modeling competencies with a descriptive design. In this context, it aims to compare…

An educational praxis that is concerned with citizen formation ought to aim at the development of critical consciousness and critical thinking, but little research has addressed the dynamics of critical consciousness in mathematical modeling activities. This study aims to characterise and understand the manifestation of critical thinking and…

Math modeling is a unique and powerful part of mathematics that is underutilized in contemporary classrooms. Teachers of all grade levels may utilize such modeling problems to better serve the students in their classrooms, with related analytical problem-solving activities that contribute to learners meeting the highest of learning standards. With…

This study examines prospective elementary teachers' growth and development of competencies, conceptions, and perceptions of mathematical modelling in a mathematics content course for elementary teachers. A series of lessons were implemented that engaged students in the modelling process through modelling tasks. The goal was to capture prospective…

Analysis of the Newcomb Scholars Program at Tulane University offers a case study in the development of civic identity through participation in a four-year curricular program with community engagement and service-learning grounded in feminist pedagogies and theories. Each year, 20 intellectually curious and ambitious undergraduates are selected to…

Written comments in student evaluations of teaching offer a rich source of data for understanding instructors' teaching and students' learning experiences. However, most previous studies on student evaluations of teaching have focused on numeric ratings of close-ended questions, while few studies have tried to analyze the content of students'…

Music provides an excellent setting for students to explore trigonometric functions in a setting which is independent of their utility in resolving triangles. In this paper, we present several investigations using trigonometric functions to model musical phenomena. From a mathematical technology point of view, most examples require only function…

Deep learning techniques are being unified for decision support in various applications. However, it remains challenging to train robust deep learning models, due to the inherent insufficient labeled data that is usually time-consuming and labor-intensive. Self-supervised learning is a feature representation learning paradigm to learn robust…

While overall graduation rates are improving, persistent disparities in graduation rates among groups of students remain, and must be addressed. High school reform is a viable approach to addressing these disparities. Early College High Schools, Small Schools of Choice, and Career Academies are all secondary school reform models that have been…

While the expectations and challenges facing K-12 educational leaders are considerable and significantly increasing, the support they receive in training, leadership development, and ongoing support has been limited in range and relevance. Although Cognitive Coaching is not a leadership development program, per se, Cognitive Coaching is a model of…