Home / Search results for "nursing"

Search Results for: nursing

New video captures CIC/Health collaboration on automated feedback to nursing teams

This exciting new video captures the way that CIC works with faculty academics to identify teaching and learning challenges, co-design new forms of automated feedback, powered by data and analytics, and deliver this via engaging user interfaces. This work comes from the PhD work of Vanessa Echeverria, who recently graduated from CIC, and building on this, the ongoing PhD of Gloria Fernandez-Nieto. Congratulations to them on this ground-breaking work, and to their supervisors (Roberto Martine...
Read More

Latest advances in personalised feedback to nursing teams

In an exciting new paper from the Health Simulation Analytics project, we document our approach to give meaning to multimodal group activity data, in order to give personalised feedback to teams as quickly as possible. Inspired by the metaphor of social translucence, we are proposing a vision to make evidence of collaboration translucent. In doing so, we emphasise that besides the obvious social dimension, collaboration also involves epistemic (the task at hand), physical (the use of tools, dev...
Read More

Human-Centred Teamwork Analytics

Collocated teamwork remains a critical part of many professions. The Human-Centred Teamwork Analytics project is using multimodal activity traces (e.g., location, movement, speech, actions) to assist the formative assessment and improvement of collocated teamwork among nursing students. The project aims to transform collocated teamwork, currently an ephemeral phenomenon, into a translucent phenomenon. Salient features of team interaction (simulation-based healthcare) are captured and visualised...
Read More

Analytics for face-to-face learning

Despite the online revolution, many forms of learning require collocated, embodied expertise. CIC is at the forefront of techniques to provide automated feedback on collocated teamwork. While the pandemic has driven a lot of teaching online, certain forms of learning are impossible to replicate virtually. Hopefully, as we gradually return to campus, students and teachers will once again enjoy the unique energy and experience of being together, working as a team, and using our bodies as well as ...
Read More

Ensuring automated feedback is pedagogically sound (DAFFI 2020)

We all know that feedback is critical for learning — and we all appreciate how demanding this can be for educators to provide, to many students, in a consistently motivating, and detailed way. This is a challenge studied by educational researchers of feedback design and feedback literacy.   Designing Automated Feedback for Impact brought some of the leading researchers in this field into a 2-day dialogue with researchers developing automated-feedback tools using Learning Analytics/AI.  The or...
Read More

How well do you make use of a learning space?

"Classroom Proxemics" refers to how teachers and students use a learning space. CIC has engaged UTS academics in evaluating a range of visual analytics that make their use of space visible in completely new ways. Does it make sense? Is it ethical? In concert with making the best use of online learning at UTS, an enormous amount of learning and teaching still happens face-to-face (except when there's a global pandemic on!). The UTS learning.futures model underpins the massive redesign of our on-c...
Read More

It’s one thing to have rich learning data, but what’s the story?

CIC’s work with the Health Faculty has hit a new milestone. As nurses work in teams in an experimental version of the simulation ward, they are now generating data streams from sensors detecting their position, patient treatment actions and arousal levels. A student observer watching the team also logs more complex actions on an iPad that cannot be automatically sensed. This generates a rich dataset of the team’s performance, and in an earlier story we reported the validation of a first prototyp...
Read More

Giving stakeholders a voice in analytics design

AI and analytics are complex technologies – so how do we build trust in them? Doctoral researcher Carlos Prieto-Alvarez is adapting co-design techniques to give academics and students a voice in shaping next generation tools. Postgraduate students designing their own mobile analytics dashboard Co-design and participatory design for learning analytics requires a clear vision of what is learning and how data analysis can be used to benefit participants. Researchers and academics commonly design ...
Read More

HealthSimLAK: Multimodal Learning Analytics meet Patient Manikins

We are collaborating with the UTS Clinical Simulation team at the Faculty of Health to explore the potential that multimodal learning analytics can bring to generate reflection in Healthcare simulations using patient manikins. Healthcare simulations are hands-on learning experiences aimed at allowing students to practice essential skills that they may need when working with real patients in clinical workplaces. Some clinical classrooms at UTS are equipped with patient manikins that can...
Read More

UTS ECR Grant 2017: High Performance Teamwork Analytics in Physical Spaces

An UTS ECR grant 2017 (20k) was granted to our CIC Educational Data Science Research Fellow, Dr. Martinez-Maldonado to conduct research in the area of High Performance Teamwork Analytics in Physical Spaces. This project aims to create visual analytics techniques to support collocated, high performance teamwork in areas of professional practice. Supporting teamwork is important, as collaborating effectively is a key 21st century workforce skill. The particular added value of this research is tha...
Read More
Top