Understanding symbols requires going beyond what they literally "are," and figuring out what they're intended to communicate. For example, a drawing of a bird (or the word "bird") could refer to a particular bird, a species, etc… The interpreter must decide between these intended meanings. We ask how children go beyond the…

What drives children to explore and learn when external rewards are uncertain or absent? Across three studies, we tested whether information gain itself acts as an internal reward and suffices to motivate children's actions. We measured 24-56-month-olds' persistence in a game where they had to search for an object (animal or toy), which they never…

The paper presents a framework for school guidance in the twenty-first century that focuses the guidance approach, on promoting lifelong learning and takes into account the impact of VUCA (volatility, uncertainty, complexity, and ambiguity). It outlines the goals, objectives, and key players involved in guidance approach and provides a structured…

In this dissertation, I engage in three analytic cuts to think about/with a relational ontological orientation to data and data literacies/science education. The analysis focuses on the following question: What possibilities for teaching and learning about data are made possible when we attune to the relational, noisy, liminal, and material…

This contribution deals with effect measures for covariates in ordinal data models to address the interpretation of the results on the extreme categories of the scales, evaluate possible response styles, and motivate collapsing of extreme categories. It provides a simpler interpretation of the influence of the covariates on the probability of the…

This article aims to illustrate how the collective resolution of routine mathematical tasks can give rise to uncertainties, fostering and supporting a rich and authentic mathematical activity. While solving routine tasks may not typically be classified as problem-solving, the research presented in this paper shows that, at the collective level,…

Multidimensional theory of mind assessments should include items assessing both explicit theory of mind (theory of mind knowledge) and applied theory of mind (application of theory of mind knowledge in real-life contexts). However, the two theory of mind scores cannot be interpreted collectively to identify children having mismatched explicit and…

This research examines the influence of transformational leadership on role ambiguity and work-life balance of university employees in the Philippines during the COVID-19 pandemic. The study also analyzes the moderating effect of employee involvement on the link between transformational leadership and role ambiguity. Online survey data were…

Given the high prevalence of multiple-choice examinations with formula scoring in medical training, several studies have tried to identify other factors in addition to the degree of knowledge of students which influence their response patterns. This study aims to measure the effect of students' attitude towards risk and ambiguity on their number…

An essential aspect of scientific practice involves grappling with the generation of predictions, representations, interpretations, investigations, and communications related to scientific phenomena, all of which are inherently permeated with uncertainty. Transferring this practice from expert settings to the classroom is invaluable yet…

This essay describes what it means to live with existential self-doubt, explores how such doubt emerges in educational encounters, and examines some educational benefits and challenges of uncertainty and doubt. Mordechai Gordon begins his analysis by describing the type of self-doubt that Paul Cézanne embodied, that is, of an artist who painted…

We present a new secondary school teaching method of quantum uncertainties of two-state systems. Intending to be a material teachable in schools, only two-state systems described by real numbers can be considered. An elementary argumentation based on school statistics leads to the identification of the uncertainty of a physical quantity in such…

Learning to interpret data in context is an important educational outcome. To assess students' attainment of this outcome, it is necessary to examine the interplay between their contextual and statistical reasoning. We describe a research method designed to do so. The method draws upon Toulmin's (1958, 2003) model of argumentation for the first…

Critical incident case managers serve students at institutions of higher education by responding to a student's experience of a life event that is having a negative impact on them, providing direct support and assistance, and coordinating resources in response to the critical incident. Case managers are boundary spanners who work across…

Uncertainty tolerance (UT) is integral to healthcare. Providers' responses to medical uncertainty has ramifications on the healthcare system, the healthcare provider and the patient. Understanding healthcare providers' UT, is important for improving patient-care outcomes. Understanding whether and to what extent it is possible to modulate…