Humans are sensitive to the properties of individual items, and exemplar models are useful for capturing this sensitivity. I am a proponent of an extension of exemplar-based architectures that I briefly describe. However, exemplar models are very shallow architectures in which it is necessary to stipulate a set of primitive elements that make up…

In this commentary on this issue's focus article by Baird et al., Pellegrino focuses first on the fundamental nature of educational assessment and its connection to theories, models, and data on learning. He then discusses the contemporary views of learning in the form of learning progressions as they relate to assessment development. In the third…

McGrath presents a prototyping proposal to better classify character education programs. He proposes 7 key elements that can facilitate identifying more and less typical programs. This proposal appears to be a very good start for improving the organization of the character education field and facilitating research. This commentary highlights 4…

In this paper we reflect on the article "I am smart enough to study postsecondary science: a critical discourse analysis of latecomers' identity construction in an online forum", by Phoebe Jackson and Gale Seiler (Cult Stud Sci Educ. https://doi.org/10.1007/s11422-017-9818-0). In their article, the authors did a significant amount of…

Today's education technology holds immense promise, but what matters more than the tools themselves are how they are used in schools and in classrooms. In "Breakthrough Leadership in the Digital Age," Frederick M. Hess and Bror Saxberg argue that educators have tended to think of adopting technology as a way to "reform" or…

This author responds to Sternberg (2017) and his article, "ACCEL: A New Model for Identifying the Gifted," published in his special issue of the "Roeper Review" focused on "wisdom in a changing world." Wisdom is evident throughout Sternberg's essay as he invites readers to consider the relevance of his ACCEL (Active…

Lloyd Bond comments here on the Focus article in this issue of "Measurement: Interdisciplinary Research and Perspectives". The Focus article is entitled: "How Task Features Impact Evidence from Assessments Embedded in Simulations and Games" (Russell G. Almond, Yoon Jeon Kim, Gertrudes Velasquez, and Valerie J. Shute). Bond…

This article reviews two aspects of human learning: (1) people draw inferences that appear to rely on hierarchical conceptual representations; (2) some categories are much easier to learn than others given the same number of exemplars, and some categories remain difficult despite extensive training. Both of these results are difficult to reconcile…

In this commentary 26-year Ontario district teacher, Jeff Stickney, begins by surveying balanced approaches to large- and small-scale education reforms: contrasting linear alignment with more complex ecological models, drawing on recent work by Andy Hargreaves (2008; Hargreaves & Shirley, 2012). Next, through a brief case study of School…

In this commentary, Rosita Ulate Sanchez states that Venezuela, like other Latin American countries, begins the 21st century by confronting realities that require changes in its learning and education systems. The purpose of Venezuela's education system is to generate social renovation and economic development. It seeks to achieve this through…

Ambridge argues persuasively for the importance in language learning of a rich database of input exemplars. However, a fuller account must also consider the importance of on-line and developmental competition between rote exemplar-based storage and emergent patterns that can optimize retrieval. [For Ben Ambridge's "Against Stored…

Newbrough's Third Position is discussed in terms of its utility as a framework within which to understand and resolve interpersonal differences, seemingly irresolvable diametric differences, and conflictual situations. The framework's essential elements and its application is illustrated through the presentation of a series of fictitious scenarios…

Ambridge argues that there is widespread agreement among child language researchers that learners store linguistic abstractions. In this commentary the authors first argue that this assumption is incorrect; anti-representationalist/exemplar views are pervasive in theories of child language. Next, the authors outline what has been learned from this…

Westergaard (2021) presents an updated account of the Linguistic Proximity Model and the micro-cue approach to the parser as an acquisition device. The property-by-property view of transfer inherent in this approach contrasts with other influential models that assume that third language (L3) acquisition involves the creation of a full copy of only…

This commentary expands the notion that models and modelling can be used as a basis to foster an integrated and authentic STEM education and STEM literacy. The aim is to synthesize key publications that document relationships between authenticity, models and modelling, and STEM education. The implications of the synthesis are as follows:…