Decision making about complex socioscientific issues (SSI) involves recognizing and weighing tradeoffs among conflicting values and stakeholder outcomes. A vital but difficult practice, engaging in tradeoffs allows decision-makers to engage in perspective-taking, and also identify that not all their desired goals may be fulfilled by a policy.…

There is wide agreement that ethical considerations are a valuable aspect of a data science curriculum, and to that end, many data science programs offer courses in data science ethics. There are not always, however, explicit connections between data science ethics and the centuries-old work on ethics within the discipline of philosophy. Here, we…

Learning outcomes and assessment frameworks guide educators in curricular decisionmaking, impact assessment, gap identification, and equity evaluation, aligning with anticipated learning objectives. Common frameworks include Bloom's taxonomy, Kirkpatrick's model, Fink's taxonomy, and Moore's Outcomes model. The authors identified a lack of focus…

This study presents a structured hybrid framework integrating Design Thinking (DT), the Conceive-Design-Implement-Operate (CDIO) methodology, and Root Assessment (RA) to enhance project-based learning (PBL) in engineering education. The framework addresses limitations in conventional PBL by embedding iterative ideation, structured engineering…

In an increasingly data-driven society, making decisions with data is a requirement not only for research scientists but also for navigating life more generally (Kjelvik & Schultheis, 2019). An informed citizenry must be prepared to discover patterns, predict outcomes, make decisions with data, and evaluate data-based claims for legitimacy and…

The full implementation of MOOCs in online education offers new opportunities for integrating multidisciplinary and comprehensive STEM education. It facilitates the alignment between online learning content and learning behaviors. However, it also presents new challenges, such as a high rate of STEM dropouts. Many learners struggle to establish…

This research study makes a significant contribution to understanding the experiences of Native Hawaiian students in higher education and their college choice process. Research and literature focused on or inclusive of Native Hawaiians in higher education is scarce and limited (Reyes, 2018), so there is very little known about how Native Hawaiian…

A staff study (SS) is an administrative tool used for decision-making, involving comprehensive data gathering and analysis to resolve issues. Particularly crucial in military settings where classified information limits resources, staff studies also demonstrate their value in interdisciplinary academic fields. This article emphasizes the…

The ability to engage in informed decision-making about socioscientific issues (SSI) is an important aspect of scientific literacy. Although science knowledge and practice are necessary for developing solutions to SSI, additional skills are also needed to attend to the complex social, political, economic, and ethical concerns of such issues.…

This paper presents and evaluates a role-play simulation called 'Theatrical Technology Assessment', in which students learn about complex stakeholder dynamics around emerging technologies. This role-play combines insights from Constructive Technology Assessment, improvisational theatre and educational role-play designs. It was implemented in an…

Governments the world over require scientific knowledge to inform policy makers' decision-making processes. The recontextualization of this information for nonscientific audiences has received much attention, though it has primarily focused on publicly available texts. Little is known about the discursive nature of how science is transformed and…

Librarians insist that one of the ways they can contribute to the fight against mis-and disinformation is by teaching information literacy. Yet the demands they place on individuals-- whether through lengthy checklists or expectations that individuals interrogate every piece of information encountered--are unrealistic in view of information…

The use of algorithms and automation of public services is not new, but in recent years there has been a step change in processing power and a decrease in the price of these technologies, which means we are seeing more widespread use. These advances are reframing our perception of what matters in ways that impact the ethical dimensions of…

This study aimed to investigate early childhood teacher candidates' perceptions of teaching Science and Technology in Society (STS) through a project-based interdisciplinary model. The model comprised activities like STS field trips, roleplay contests, documentary movie projects, classroom tasks, and group discussions, to foster an understanding…

Finding a pragmatic process across university programs and disciplines that has the potential to strengthen programs and instruction has promise for adoption because of the possible impact and benefits. Jigsaw Lesson Study (JLS) has that potential and could be expanded into not only a teacher-education classroom but also into any discipline across…