Empirical studies on individual behaviour often, implicitly or explicitly, assume a single type of decision rule. Other studies do not specify behavioural assumptions at all. We advance sociological research by introducing (random) regret minimization, which is related to loss aversion, into the sociological literature and by testing it against…

In this article, we address the question: How do educators of the deaf and hard-of-hearing (EODs) perceive their role vis-a-vis communication modality and educational philosophy of deaf and hard-of-hearing (D/HH) children? Using an ethnographic framework, we report on findings from semi-structured interviews conducted with 16 EODs across public,…

When facing many options, we narrow down our focus to very few of them. Although behaviors like this can be a sign of heuristics, they can actually be optimal under limited cognitive resources. Here, we study the problem of how to optimally allocate limited sampling time to multiple options, modeled as accumulators of noisy evidence, to determine…

When instructional designers talk about what they do, they often discuss their outcomes rather than their process. Conjecturing during decision-making requires the instructional designer to build upon their prior knowledge of the situation and experiences and make assumptions based on available information to design an appropriate solution. This…

Metacognition is important for successful goal-directed behavior. It consists of two main elements: metacognitive knowledge and online awareness. Online awareness consists of monitoring and self-regulation. Metacognitive sensitivity is the extent to which someone can accurately distinguish their own correct from incorrect responses and is an…

The purpose of this study is to reveal the pull and push factors that influence the decisions of administrators and practitioners about online courses offered to students on campus in terms of teaching-learning, course content procurement, and assessment-evaluation dimensions. The study was carried out using nested multi-case studies as a…

Leaders with ever-evolving learning agility demonstrate high performance by making quick and better decisions in the face of uncertain situations. This study aimed to determine the relationship between school principals' learning agility and decision-making styles and the moderating role of gender in this relationship. The research is carried out…

Grade retention decisions are high-risk because this practice can significantly affect students' academic and professional path and their socioaffective development. This study aimed to contribute to a better understanding of second-grade retention decision-making by exploring the factors the professionals consider during the retention…

Artificial intelligence (AI) and learning analytics (LA) tools are increasingly implemented as decision support for learners and professionals. However, their affordances for guidance purposes have yet to be examined. In this paper, we investigated advantages and challenges of AI-enhanced LA tool for supporting career decisions from the user…

Many community colleges do not have a formal process in place to offer or support a structured gap year option for students who recently graduated from high school, thereby denying those students an educational option that has been recognized as beneficial to many learners. The purpose of this qualitative study was to explore factors that…

The concept of sustainability has been gaining prominence due to its social, economic, and environmental implications. The urgency surrounding this issue continues to mount as we strive to achieve the Sustainable Development Goals outlined in the 2030 Agenda. To achieve these goals, it is imperative to harness scientific knowledge and innovative…

First impressions can influence rater-based judgments but their contribution to rater bias is unclear. Research suggests raters can overcome first impressions in experimental exam contexts with explicit first impressions, but these findings may not generalize to a workplace context with implicit first impressions. The study had two aims. First, to…

There is considerable focus on finding effective governance approaches. This article examines experiences with using more collaborative approaches to developing new governance instruments in the context of higher education. The specific empirical case focuses on the introduction of multi-annual performance agreements between the ministry and the…

Vocational decisions made at school have significant long term impacts on young people's life chances, their opportunities for securing decent jobs and economic growth for themselves, their families and communities. In the short term, their aspirations dictate the decisions they make about educational pathways in post-compulsory years of schooling…

Purpose: This paper aims to understand whether different types of strategic decisions warrant the influence of different types of knowledge providers. Design/Methodology/Approach: A survey of 28 horticulture farmers was conducted in Belgium to explore their knowledge providers and recent strategic decisions. Farmers reported their microAKIS…