This paper looks at the tension between the desire to claim predictive ability for Agent-Based Models (ABMs) and its extreme difficulty for social and ecological systems, suggesting that this is the main cause for the continuance of a rhetoric of prediction that is at odds with what is achievable. Following others, it recommends that it is better…

Cognitive diagnostic models (CDMs) provide pedagogically relevant information in the form of a student profile of multiple binary categorizations of students into mastery or nonmastery statuses on latent traits called attributes. Federal educational accountability requires accountability measures to designate students into one of at least three…

This article proposes reform of the Office for Standards in Education (Ofsted). It considers the purpose of inspection in English schools and describes the previous system of inspection based on Her Majesty's Inspectors of Schools (HMI). The question of how effective Ofsted is -- in comparison to similar countries -- is then addressed. The…

Background/Context: Predictive analytics has emerged as an indispensable tool in the education sector, offering insights that can improve student outcomes and inform more equitable policies (Friedler et al., 2019; Kleinberg et al., 2018). However, the widespread adoption of predictive models is hindered by several challenges, including the lack of…

Bolman and Deal (2017) presented four traditional frames of reference through which the complexity of an organization and its issues can be discerned. They identified the (a) structural, (b) human resources, (c) political, and (d) symbolic frames as the classifications for understanding the challenges in the body of an organization. For the…

Objectives: Code style is an important aspect of text-based programming because programs written with good style are considered easier to understand and change and so improve the maintainability of the delivered software product. However teaching code style is complicated by the existence of many style guides and standards that contain…

As interest increases in the educational quality of higher education institutions (HEIs), less is known about how the mergers and acquisitions (M&As) of these HEIs affect educational quality. In this study, we investigate the association of M&As on the educational quality of HEIs and the role of institutional incentives in this relation.…

Haugen's model (in "Sociolinguistics," Penguin, Harmondsworth, pp 97-111, 1972 [1966]) of standardisation has been widely adopted in general histories of particular languages, not least because of its clarity and simplicity. In this article, I focus on its treatment of codification, with a view to suggesting refinements to this part of…

The purpose of this article is to describe a modeling sequence about the digestive system. "What happens in your body when you have lactose intolerance?" is the initial question that will guide the activities. Students will build a 3D plaster cast of the digestive system as part of a modeling cycle through which they are expected to…

"Research Findings:" Digital leadership as an urgent and emerging topic has attracted public attention, but its nature, definition, and constructs have not been thoroughly explored for the Chinese culture. This study uses a grounded theory approach to examine how Chinese principles are utilized at "Model Level" preschools to…

Educational large-scale assessments (LSAs) often provide plausible values for the administered competence tests to facilitate the estimation of population effects. This requires the specification of a background model that is appropriate for the specific research question. Because the "German National Educational Panel Study" (NEPS) is…

Standard methods for the meta-analysis of medical tests, without assuming a gold standard, are limited to dichotomous data. Multivariate probit models are used to analyse correlated dichotomous data, and can be extended to model ordinal data. Within the context of an imperfect gold standard, they have previously been used for the analysis of…

In 2000, Sharpe proposed a framework for graduate teaching assistant (GTA) training based on three key principles: departmental training, faculty training, and accreditation. Sharpe's paper culminated in a call for Higher Education (HE) institutes to adopt this framework. Whilst the principles of Sharpe's work remain relevant, the shape and…

Preservice teachers undertake mandatory professional experience as part of their journey towards classroom readiness and inservice teaching. Supporting them in this process are supervisors who both guide and assess these novices. Central to this assessment are the Australian Professional Standards for Teachers, which need to be rigorously applied…

Quality is a main issue when practices of validation are developed. In the Nordic countries, a model of quality assurance in validation has been introduced, to be applied in the development of validation practices. The model puts the individual at the centre and introduces eight factors for quality: information, preconditions, documentation,…