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…

The author investigated the application of lean management system in production enterprises and highlighted the main differences between traditional management and lean management systems. Many classical qualitative methods are used for benchmarking both systems. However, classic techniques consider costs accumulation but do not include time…

Qualitative comparative analysis (QCA) is an empirical research method that has gained some popularity in the social sciences. At the same time, the literature has long been convinced that QCA is prone to committing causal fallacies when confronted with non-causal data. More specifically, beyond a certain case-to-factor ratio, the method is…

Compared with the application of Digital Twin (DT) in the industrial field, the application of DT in the field of education is still in its infancy. In this paper, a Digital Twin Campus (DTC) for teaching and learning is proposed. It is argued that DTC possesses two characteristics. First, DTC has a wide variety of employment orientations for…

Social scientists seeking to inform policy or public action must carefully consider how to identify effects and express inferences because actions based on invalid inferences will not yield the intended results. Recognizing the complexities and uncertainties of social science, we seek to inform inevitable debates about causal inferences by…

Higher education's rapid expansion is paired with growing social expectations of its benefits and concern on its teaching quality. In response to these, institutional/national surveys based on an array of theories are widely used in universities for quality assurance, enhancement, and benchmarking. This paper reviews three major types of…

With mathematics education dominated by practices of standardized test alignment, the quest for mathematical understanding is adrift despite so much talk about the importance of STEM subject matters. To add to the confusion there has long been worries among educators about any curricular programs or instructional practices that can be labeled…

It is a healthy exercise to debate the merits of using effect-size benchmarks to interpret research findings. However, these debates obscure a more central insight that emerges from empirical distributions of effect-size estimates in the literature: Efforts to improve education often fail to move the needle. I find that 36% of effect sizes from…

Maintaining the quality and comparability of qualifications has become a major priority for vocational education and training (VET) systems world-wide, especially for those countries which have decentralised assessment and reporting systems. In the absence of external examinations, one policy solution to align the assessment standards of different…

Despite lagging behind other high-income countries, the United States has made slow but steady improvements in health, especially for children from low-income households, through a series of health policies and programs since the 1990s. Have these health benefits spilled over to educational attainment and achievement? In this article, we…

This article investigates an artificial intelligence language model, ChatGPT, and its ability to complete graduate-level instructional design assignments. The approach subjected ChatGPT to a needs, task, and learner analysis for a 12th-grade media literacy module and benchmarked its performance by expert evaluation and measurements via grading…

Owing to the COVID-19 pandemic, paper-based delivery of the National Benchmark Tests (NBTs) was not possible during the 2020 testing cycle. The NBTs, being a large-scale national assessment project, did not have alternative options, other than to offer the tests online. Moving these high-stakes tests online meant that certain considerations had to…

Business schools frequently utilize AACSB's Salary Survey ("Staff Compensation and Demographic Survey," or the "SCDS Report") to benchmark salaries being offered by other schools. While providing averages based on a national sample, the "SCDS Report" obscures differences that might exist in salary averages between…

This article examines the meaning and features of 'internationalisation' in higher education in the social and historical contexts of Hong Kong. From a perspective of shifting geopolitics of higher education aligned with a historical perspective of evolving academic traditions, this article discerns parallel developments featuring the transition…

Programme for International Student Assessment (PISA) results have become synonymous with quality benchmarking, determining standards and comparing performance among 15-year-old students in countries around the globe. Concern, however, exists with the utility and consequential validity of the newest measure to the suite of the OECD's PISA tests:…