Previous research suggests that preschoolers struggle with understanding abstract relations and with "reasoning by analogy." Four experiments find, in contrast, that 3- and 4-year-olds (N = 168) are surprisingly adept at relational and analogical reasoning within a causal context. In earlier studies preschoolers routinely favored images…

The question I address in this paper is to what extent the prevailing description of educational reality that can be found in contemporary research, policy and practice can be considered complete. The motivation for asking this question stems from an educational paradox to which I refer as the Parks-Eichmann paradox. This paradox has to do with…

Generalization of learning can arise from 2 distinct sources: failure to discriminate a novel test stimulus from the trained stimulus and active extrapolation from the trained stimulus to the test stimulus despite them being discriminable. We investigated these 2 processes in a predictive learning task by testing stimulus discriminability…

In five experiments, we established and explored the contrast diversity effect--the effect of diversity of negative evidence on inductive inferences drawn from a single observation of a target exemplar. In Experiments 1 through 3, we show that increasing the diversity of negative evidence in a contrasting category led people to infer that a target…

The theory of mental models postulates that conditionals and disjunctions refer to possibilities, real or counterfactual. Factual conditionals, for example, "If there's an apple, there's a pear," parallel counterfactual ones, for example, "If there had been an apple, there would have been a pear." A similar parallel underlies…

Recent years have witnessed a host of innovations for conducting research with qualitative comparative analysis (QCA). Concurrently, important issues surrounding its uses have been highlighted. In this article, we seek to help users design QCA studies. We argue that establishing inference with QCA involves three intertwined design components:…

The relationship between spatial and mathematical ability is controversial. Thus, the current study conducted a meta-analysis of 73 studies, with 263 effect sizes to explore the relationship between spatial and mathematical ability. Furthermore, we explored potential factors that moderate this relationship. Results showed that the relationship…

Certain explanatory elements or documents can convey unambiguously inaccurate explanations, or they may simply suggest such explanations and encourage a critical passivity towards them. This chapter presents these "risk factors", in particular: the accuracy of the conclusion and the associated "confirmation bias" (two…

Contextual features of assessments can influence the ideas students draw from and the ways they assemble knowledge. We used a mixed-methods approach to explore how surface-level item context impacts student reasoning. In study 1, we developed an isomorphic survey to capture student reasoning about fluid dynamics, a crosscutting phenomenon, in two…

The Investigative Science Learning Environment (ISLE) approach to learning and teaching holds as one of its core tenets that students should learn physics by engaging in the same processes through which physicists develop new knowledge. One key skill necessary for this is hypothetico-deductive reasoning. In this study, we explored how the…

Proof by mathematical induction poses a persistent challenge for students enrolled in proofs-based mathematics courses. Prior research indicates a number of related factors that contribute to the challenge, and suggests fruitful instructional approaches to support students in meeting that challenge. In particular, researchers have suggested…

This article describes the conceptual development of a learning app, "Representations", developed for preschool children (4-5 years of age). In this article we analyze how the app supported the development of logical reasoning via a variety of decoding, encoding, conditionals and debugging activities, which were supported in the game…

Education of children with moderate to severe intellectual disabilities requires adequate assessment of their educational needs and potential to learn. Dynamic testing using analogical reasoning tasks may be a promising way to perform such an assessment. However, it remains unclear how dynamic testing with these children may be done in practice.…

This study aims to synthesize findings on the variables that explain the results of government standardized tests at the secondary education level in educational institutions. A scoping review methodology was applied, following the PRISMA protocol, to identify and analyze 33 relevant academic articles retrieved from major scientific databases. A…

This study examines the distinct and overlapping dimensions of critical and analytical thinking from the perspective of teacher candidates. In the rapidly evolving landscape of the 21st century, these cognitive skills are fundamental to academic achievement and social adaptation. The research aims to evaluate pre-service teachers' tendencies…