The Enterprise Learner Record Repository (ELRR) Prototype report details the project design and development activities associated with building the prototype ELRR capability. The ELRR capability is designed to be a a repository composed of local learner profiles that contain data from a diverse set of records, and can be used to follow a service…

This study introduces an innovative meta-analytic approach, two-stage multilevel meta-analysis that considers the hierarchical structure of single-case experimental design (SCED) data. This approach is unique as it is suitable to include moderators at the intervention level, participant level, and study level, and is therefore especially…

Machine learning has achieved state-of-the-art performance in many areas, including image recognition and natural language processing. However, there are still many challenges and mysteries attracting numerous researchers. This dissertation comprises a series of works concerning problems at the intersection of computer science theory, adversarial…

With a motivation to immerse students in engineering design, graphics communication, and computer aided design (CAD) skills early-on in the biomedical engineering curriculum, we launched a new 2-unit laboratory course on "Graphics Design in BME" in the Spring 2020 quarter for UC Davis sophomores. Due to the COVID-19 pandemic, the course…

During the spring of 2020, due to the COVID-19 pandemic, it was necessary to rapidly translate a new human-centered design studio course for first-year biomedical engineering students from a face-to-face delivery mode to a remote delivery mode. In addition to disrupting plans for hands-on design prototyping experiences, stay-at-home orders…

Capturing developmental and learning-induced brain dynamics is extremely challenging as changes occur interactively across multiple levels and emerging functions. Different levels include the (social) environment, cognitive and behavioral levels, structural and functional brain changes, and genetics, while functions include domains such as math,…

The Numeracy Centre at the University of Cape Town has taught a one-semester quantitative literacy course for social sciences students since 1999. This study aims to provide an example for how the design of such a course can be assessed for alignment with quantitative reasoning goals. We propose a framework of learning outcomes for the course and…

This article describes two activities that were developed to support experienced faculty members in the transition to online teaching in the wake of the COVID-19 pandemic. These activities were designed to help faculty work through the first two steps of an informal instructional design process: 1) reflecting on existing course objectives and…

Empirical research within science education settings tells us that there is a need for new curricular approaches in the teaching of complex and contentious science-based issues, such as climate change. A lot of science educational research looks at a need to teach students "functional scientific literacy" in that we are not just learning…

This dissertation is published in the format a white paper series which tells the story about Butler Tech's Fifth Day Experience across six issues. FDE is a student-centered initiative that was launched in the spring of 2020, and aims to operationalize deeper learning by exploring student voice, teacher agency, equity, personalized learning and…

Design science research (DSR) is one of important research paradigms in information systems (IS) that focus on addressing business problems by building and implementing design artifacts. Recently, predictive analytics has become one major stream of DSR thanks to the improvement of computational power and methods and the increase in available…

Background: The COVID-19 pandemic and the subsequent public health response led to an unprecedented disruption in educational instruction in the U.S. and around the world. Many schools quickly moved to virtual learning for the bulk of the 2020 spring term and many states cancelled annual assessments of student learning. The 2020-21 school year…

The dominant narrative for assessment design seems to reflect a strong, albeit largely implicit undercurrent of purpose purism, which idealizes the principle that assessment design should be driven by a single assessment purpose. With a particular focus on achievement assessments, the present article questions the tenability of purpose purism,…

Spatial analytics receive increased attention in educational data mining. A critical issue in stop detection (i.e., the automatic extraction of timestamped and located stops in the movement of individuals) is a lack of validation of stop accuracy to represent phenomena of interest. Next to a radius that an actor does not exceed for a certain…

Contributions: This article presents the findings of a study on the impact of instructional interventions (training and additional requirements and prompts) to improve the quality of students' self-and-peer assessment in a capstone engineering technology course. Background: Historically, students in this course inflated rating values in comparison…