AI-Powered Teamwork Analytics in Healthcare Simulation

The rapid evolution of Artificial Intelligence (AI) is redefining how we learn and work together. Yet, are we ready to harness AI‘s full potential? Our Teamwork Analytics team is inventing new ways to leverage AI to support the development of effective teamwork skills. By focusing on key aspects such as effective communication and leadership, we aim to equip learners and educators with the skills they need to thrive in the age of AI.

INNOVATIONS

Supporting Teamwork Reflection in Nursing Simulations

In a cutting-edge learning environment, nursing students, equipped with state-of-the-art sensing technology, step into clinical simulations. Our advanced AI technology captures every body movement, heartbeat, and conversation as they navigate simulated challenges, turning them into feedback and insights made available during the debrief, enabling students to reflect, improve, and excel in their clinical and teamwork practices.

Our Human-centered AI Approaches

We develop methods and solutions to assist the formative assessment and improvement of collocated teamwork by making multimodal activity traces visible for computational analysis.

AI-augmented Debriefing

Our end-user interfaces display visual representations of AI and analytics outputs, equipping teachers with evidence-based tools to enhance debriefing sessions and foster deeper learning.

Teacher debrief students using SimVision

Indoor-positioning Workflows

Utilizing indoor-positioning analytics combined with human-voice detection, we can identify spatial positioning patterns that correlate with highly effective teamwork in clinical settings. This can provide actionable insights into optimal team configurations and movement strategies in ward environments.

Voice Conversation Analysis

Leveraging recent AI advancements, our analytics innovations automate transcription and analysis, enabling real-time recognition of team communication dynamics, discerning key interactions such as closed-loop communication and responsiveness to other team members’ queries.

DEMONSTRATION

Explore SimVision, an AI-powered system for analyzing team collaborative patterns in nursing simulations education.

Our AI and Learning Analytics Features

Voice Conversation Analysis

Automated analysis of spoken conversations using large language models (LLMs).

Positioning Modelling

Real-time mapping of individual movements in a classroom or learning space.

Team Insights
Provision

Immediate feedback on crucial teamwork and communication skills via user-centred designed interfaces.

Stress and Arousal Measurement

Real-time assessment of stress and arousal through physiological indicators.

Automated Video Analysis

Automated identification of team behaviours and interactions within the environment.

LET’S WORK TOGETHER

We welcome collaboration and believe in the power of partnership. Our approach is rooted in a state-of-the-art human-centered design process, ensuring that our innovations are not only cutting-edge but also tailored to meet the users’ needs. The benefits of partnering with us include:

Academic Partners and Funders

We extend our deepest gratitude to our esteemed academic partners and dedicated funders, whose unwavering support and visionary commitment have been instrumental in advancing our mission of transformative AI and learning analytics.

We are eager to discuss more of these collaboration opportunities and explore how we can work together to harness the power of AI in improving teamwork dynamics for learners and educators. We look forward to collaborating with you!

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