Drawing on self-regulatory perspective, this study investigates how protean individuals self-regulate their thoughts, cognition by the set-up of self-regulation tactics in order to develop their careers. Based on a sample of 423 French engineers, we tested a structural equation modeling. Our results highlighted that protean career orientation had…

Contemporary literature in engineering education calls for focused efforts towards revitalizing the curriculum, pedagogic practice, and assessments. Creating multidisciplinary, experiential learning opportunities through a biomimicry module offers authentic and situated experiences for designing sustainable solutions inspired by and in harmony…

Collaborative learning plays an instrumental role in productive engineering design, during which students employ multiple communication channels simultaneously to co-construct and negotiate ideas. However, existing literature on the design process mostly focused on students' verbal discussion, overlooking hand gestures during design discourses.…

In recent years, in the era of digital intelligence, intelligent feedback has received increasing attention. However, few studies have explored the impacts of intelligent feedback on learning achievements and learning perceptions in inquiry-based science learning. To address these research gaps, this study examined the overall impacts of…

In consideration of the international landscape relating to pathways to higher education and college admissions systems, an increased focus has been placed on college readiness within the discourse pertaining to this area in recent years. Academic success in secondary school is critical for college readiness and progression to higher education,…

Background: Collaborative problem-solving (CPS), encompassing social and cognitive domains, is recognised as a critical competency for current and future learners. While the cognitive domain, rooted in individual problem-solving, is relatively well understood, the social domain, manifested through social interaction, remains a challenge,…

Motivation is a key driver of learning. Prior work on motivation has mostly focused on conventional learning contexts that did not necessarily involve AI. Hence, little is known about students' motivation to learn AI. This study examined the structure of students' AI motivational system using self-determination theory as the theoretical framework.…

The processes of discrimination in society negatively influence the social climate and economic development of the country. Manifestations of discrimination in the modern world have many forms. To deal with them, governments develop and implement policies aimed at preventing their further development. Overcoming age discrimination, which is called…

An increasingly aging population, widespread internet connectivity, and an increasing number of cybersecurity incidents bring many challenges for the future of information security. Older adults, in particular, are a highly vulnerable demographic, often targeted by cyber attackers. This paper aims to develop an approach that enables the…

Trust serves an important purpose in organizations composed of numerous, specialized, interdependent roles. Supporting confidence that individuals will dutifully fulfill the responsibilities of those roles without causing harm to the organization, trust enables coordinated task execution across multiple roles and facilitates information exchange…

This study explored patterns of social interaction and group-level regulation in terms of co- and socially shared regulation in collaborative learning and their relation to learners' metacognitive task perceptions. 72 secondary school students performed collaborative physics tasks in small groups over multiple 90-minute sessions. Video recordings…

We investigated methods to enhance the generalizability of large language models (LLMs) designed to classify dimensions of collaborative discourse during small group work. Our research utilized five diverse datasets that spanned various grade levels, demographic groups, collaboration settings, and curriculum units. We explored different model…

Generative drawing, or drawing-to-learn, has been studied as an effective learning strategy primarily used in science learning. However, drawing can be cognitively demanding, requiring instructional support to ensure good learning outcomes. The present meta-analysis encompassed 14 studies with 16 statistically independent comparisons between…

Today's education-to-career ecosystem is too complex to navigate and lacks a supportive policy infrastructure for exposing students to the world of work and empowering them to make informed choices about their education and career options and advance along their desired pathways. This report highlights the need for states to build more effective…

Few young people have access to the essential career navigation services they need to make informed decisions about their education and career options after high school. This brief report provides a summary to the full report that highlights the need for states to build more effective career navigation systems to better meet the needs of all young…