Augmented feedback to enhance motor and artistic learning during social distancing
Lead Research Organisation:
Queen Mary, University of London
Department Name: Sch of Biological & Behavioural Sciences
Abstract
Social distancing has produced an indefinite shift to remote teaching. This shift poses unaddressed challenges in delivering classes and providing feedback remotely for physical activities such as performing arts or rehabilitation. Digital technologies can facilitate or enhance learning but little is known about remote motor skills teaching, hence there is an urgent need to identify the best practices for remote teaching of physical and artistic disciplines. The lessons learnt in this project will be transferable to any motor skills teaching, such as rehabilitative exercise or practical skills.
We will build on (a) Queen Mary University of London facilities and expertise including an online teaching platform, experts in psychology, dance medicine, physiotherapy, cognition and learning, artificial intelligence and multimedial signal processing, and (b) a collaboration with established dance partners (e.g. English National Ballet school, Laban Conservatory, FloorBarreTM) and Barts Health NHS Trust.
We will validate the efficacy of different remote teaching methods and tools on physical and artistic training including artificial intelligence augmented feedback. By focusing on remote training for dance we will not only shed light not on a specific popular discipline but on the remote training of a broad range of traits that include physical skills (from flexibility, muscular endurance and power, joint range of motion), psychological state (mental health, concentration, motivation and their relation to this pandemic), artistic development (presence, rhythm, creativity). Human expert assessment will provide immediate results useful to plan teaching, training data for machine learning for behavioural tracking for personalised feedback. Project outcomes include best practice identification and new tools to mitigate social distancing effects on physical, psychological, artistic, and cognitive outcomes. This will be applicable to performing artists, patients with injury, and ultimately the general public.
We will build on (a) Queen Mary University of London facilities and expertise including an online teaching platform, experts in psychology, dance medicine, physiotherapy, cognition and learning, artificial intelligence and multimedial signal processing, and (b) a collaboration with established dance partners (e.g. English National Ballet school, Laban Conservatory, FloorBarreTM) and Barts Health NHS Trust.
We will validate the efficacy of different remote teaching methods and tools on physical and artistic training including artificial intelligence augmented feedback. By focusing on remote training for dance we will not only shed light not on a specific popular discipline but on the remote training of a broad range of traits that include physical skills (from flexibility, muscular endurance and power, joint range of motion), psychological state (mental health, concentration, motivation and their relation to this pandemic), artistic development (presence, rhythm, creativity). Human expert assessment will provide immediate results useful to plan teaching, training data for machine learning for behavioural tracking for personalised feedback. Project outcomes include best practice identification and new tools to mitigate social distancing effects on physical, psychological, artistic, and cognitive outcomes. This will be applicable to performing artists, patients with injury, and ultimately the general public.
Publications

Alsaleh SA
(2021)
Local neuromuscular characteristics associated with patellofemoral pain: A systematic review and meta-analysis.
in Clinical biomechanics (Bristol, Avon)

Gulle H
(2021)
Online questionnaire, clinical and biomechanical measurements for outcome prediction of plantar heel pain: feasibility for a cohort study.
in Journal of foot and ankle research

Morrissey D
(2021)
Management of plantar heel pain: a best practice guide informed by a systematic review, expert clinical reasoning and patient values.
in British journal of sports medicine

Padhiar N
(2021)
The effectiveness of PROLOTHERAPY for recalcitrant Medial TIBIAL Stress Syndrome: a prospective consecutive CASE series.
in Journal of foot and ankle research

Tayfur A
(2022)
Are Landing Patterns in Jumping Athletes Associated with Patellar Tendinopathy? A Systematic Review with Evidence Gap Map and Meta-analysis.
in Sports medicine (Auckland, N.Z.)
Description | Collaboration with English National Ballet School |
Organisation | Royal Ballet School |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | we have provided expertise in psychology, dance science, dance medicine, digital technologies, AI experts in ballet |
Collaborator Contribution | experts in ballet, helped with recruitment, provided feedback |
Impact | recruitment of participants, feedback |
Start Year | 2021 |
Description | Collaboration with Royal Ballet School |
Organisation | Royal Ballet School |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | dance science, psychology, digital technologies, AI |
Collaborator Contribution | expertise in ballet, help with recruitment, feedback |
Impact | participant recruitment, feedback |
Start Year | 2021 |
Description | Collaboration with Trinity Laban Conservatoire for music and dance |
Organisation | Trinity Laban Conservatoire of Music and Dance |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | expertise in dance science, dance medicine, psychology, gitial technology, AI |
Collaborator Contribution | expertise in dance and dance teaching, feedback , help with recruitment |
Impact | recruitment, app development |
Start Year | 2021 |
Description | Conversations event |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Public/other audiences |
Results and Impact | Conversation between scientists and choreographer |
Year(s) Of Engagement Activity | 2021 |
URL | https://conversations.qmul.ac.uk/conversations-week/conversing-bodies-in-motion/ |
Description | Workshop warmup |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Schools |
Results and Impact | Workshop with dancers related to best èractice in warmup and our project |
Year(s) Of Engagement Activity | 2021 |