Higher education is awash with data that, when refined, facilitates data-informed decisions. Such decision-making is much more prevalent in support of undergraduate education given the much larger number of undergraduates pursuing higher education in contrast to the much smaller proportion of graduate students. A simple extension of current…

Purpose: The main objective of the paper is to develop an investment model using data envelopment analysis (DEA) that provides a decision-making framework to allocate resources efficiently, such that the relative efficiency is improved within an available investment budget. Design/methodology/approach: Firstly, DEA models are used to evaluate the…

Language is an essential component of human communication and interaction. Advances in Artificial Intelligence (AI) technology, specifically in Natural Language Processing (NLP) and speech-recognition, have made is possible for conversational agents, also known as chatbots, to converse with language learners in a way that mimics human speech.…

Data-based decision-making has been a frequently used policy and practice intervention used in schools to help inform the decision-making processes of educational practitioners, with the aim of improving student outcomes. Interim benchmark assessments are designed by commercial test developers to support educators in this framework. In fact, the…

Background: It has repeatedly been reported that, when making decisions under uncertainty, groups outperform individuals. Real groups are often replaced by simulated groups: Instead of performing an actual group discussion, individual responses are aggregated by a numerical computation. While studies have typically used unweighted majority voting…

Arrival of managerialism, call for accountability, efficiency and effectiveness marked a new era in higher education. With the growing demand for evidence-based and data-driven analysis of higher education institutions' performance from internal and external stakeholders, universities are looking for ways to successfully implement performance…

Researchers recommend that parents look for five benchmarks as indicators of quality educational apps (ie, scaffolding, curriculum, development team, feedback, learning theory), yet results show that parents undervalue some of these benchmarks. The current study examined if a short video-based intervention would enhance parents' value-judgements…

To evaluate the fit of a confirmatory factor analysis model, researchers often rely on fit indices such as SRMR, RMSEA, and CFI. These indices are frequently compared to benchmark values of 0.08, 0.06, and 0.96, respectively, established by Hu and Bentler (1999). However, these indices are affected by model characteristics and their sensitivity to…

Understanding what is meant by pedagogical renewal today, based on the transformative processes that are being carried out, poses a challenge, one that is even greater if the aim is to elucidate the pedagogical benchmarks and hallmarks of secondary schools. This article, which takes the form of a multiple case study, aims to bring to the fore…

As defined contribution (DC) plans become more popular than defined benefit (DB) plans, American workers are increasingly responsible for their retirement savings. Because retirement plan participants' portfolio allocation is constrained by the available funds in the plan, the construction of a plan's investment menu has become extremely…

To ensure that students obtain an effective and appropriate education, quality assurance in higher education is crucial. The primary concepts, structures, and procedures associated with quality assurance in higher education are extensively addressed in this paper. To improve student learning outcomes, institutional reputation, and overall…

This paper empirically investigates whether Chinese language learning opportunities abroad have exerted a positive effect on international student mobility (ISM) to China. We utilize both official and self-compiled panel data for 182 countries, spanning a period of 15 years. We use the establishment of Confucius Institutes as an indicator of…

This study examines the effectiveness of problem-based learning with game theory versus thesis format in graduate project management degrees as the capstone course. The project management body of knowledge based on ISO was established as the rules of play with modifications to fit into the classroom context. We supplied a work breakdown structure…

The purpose of this article was to offer guidance to educators in evaluating the strengths, weaknesses, and most effective uses of commercial reading assessment suites. We provide three resources to help educators who are responsible for making instructional decisions in reading using formal screening, benchmark, interim, and progress-monitoring…

Data-driven learning uncontroversially plays a role in human language acquisition--how large a role is a matter of much debate. The success of artificial neural networks in NLP in recent years calls for a re-evaluation of our understanding of the possibilities for learning grammar from data alone. This dissertation argues the case for using…