Several variants of the autoregressive structural equation model were suggested over the past years, including, for example, the random intercept autoregressive panel model, the latent curve model with structured residuals, and the STARTS model. The present work shows how to place these models into a mixed-effects model framework and how to…

We review common situations in Bayesian latent variable models where the prior distribution that a researcher specifies differs from the prior distribution used during estimation. These situations can arise from the positive definite requirement on correlation matrices, from sign indeterminacy of factor loadings, and from order constraints on…

Discrete time models, one linear and one non-linear, are investigated, both with a herbivore species that consumes a basal food source species. Results are presented for coexistence of the species and to illustrate chaotic behaviour as parameters are varied in the non-linear model. The results indicate the benefit of fertilization in terms of the…

As learning analytics use grows across U.S. colleges and universities, so does the need to discuss the plans, purposes, and paths for the data collected via learning analytics. More specifically, students, faculty, and others who are impacted by learning analytics use should have more information about their campus' learning analytics practices…

The purpose of this paper is to propose a framework to guide the study of classroom factors that promote student functioning and development within classroom settings. First, we describe a new framework, "Classroom Carrying Capacity," to categorize factors in the classroom as limiting or resource factors across four domains: external,…

In recent years, proponents of configurational comparative methods (CCMs) have advanced various dimensions of robustness as instrumental to model selection. But these robustness considerations have not led to computable robustness measures, and they have typically been applied to the analysis of real-life data with unknown underlying causal…

Discussions of randomised controlled trials (RCTs) in education that do not show an impact regularly focus on the intervention and how it failed to impact on expected measures, with typologies identifying persistent critical points of failure. This paper uses one such RCT--the Integrating English programme--to exemplify the application of a new…

Personal experiences and cultural factors can shape art therapists' art making preferences and aversions. By reflecting on the Expressive Therapies Continuum (ETC), the author explores the impact of these realizations on her clinical practice with a case example. Implications for practice include the importance of understanding oneself as an…

Leadership development in early education and care is one of the most pressing priorities in the field today. Since 2017, the Whole Leadership Framework has provided a conceptual model for national competencies for early childhood program leaders. This report discusses some of the many contributors and their significant contributions to the…

In Swedish schools, the so-called 'Participation Model' is used to observe and analyse participation, with the intention of supporting an inclusive learning environment. While this model is widely promoted by government agencies, its theoretical alignment to the concept(s) of inclusion is not established. This article therefore compares and maps…

Times of (post) health crisis, global unrest, and political turmoil, a reliance on conventional methods, which potentially lack radical imagination and future orientation, experimentation, and open-endedness, might not be enough. Furthermore, within the discourses of conventional qualitative inquiry, methodological subjects are often seen as…

This article presents an 8P theoretical framework for understanding creativity and theories of creativity. The 8Ps are purpose, press, person, problem, process, product, propulsion, and public. The article opens by distinguishing between a theory and a model, on the one hand, and a theoretical framework, on the other. It then considers briefly…

Most individuals who take, interpret, design, or score tests are aware that examinees do not always provide full effort when responding to items. However, many such individuals are not aware of how pervasive the issue is, what its consequences are, and how to address it. In this digital ITEMS module, Dr. James Soland will help fill these gaps in…

The relationship between central and academic units can cause tension within an institution as there is a desire to define ownership over activities, policies, and processes associated with enrollment management (e.g., recruitment, admissions, academic scheduling). This article proposes a new enrollment planning model that can be used to navigate…

During the first half of the twentieth century, engineers consolidated themselves as members of an early elite of technical professionals. To achieve this status, these professionals deployed a series of tools that allowed them to legtimise their own discourse. However, in addition to the use of their own resources, they also required compliance…