Please cite this article in press as: McIntosh AS, et al. An assessment of the utility and functionality of wearable head impact sensors in
Australian Football. J Sci Med Sport (2019), https://doi.org/10.1016/j.jsams.2019.02.004
ARTICLE IN PRESS
G Model
JSAMS-2034; No. of Pages 6
Journal of Science and Medicine in Sport xxx (2019) xxx–xxx
Contents lists available at ScienceDirect
Journal of Science and Medicine in Sport
j our na l ho me page: www.elsevier.com/locate/jsams
Original research
An assessment of the utility and functionality of wearable head
impact sensors in Australian Football
Andrew S McIntosh
a,b,∗
, Catherine Willmott
c,d
, Declan A. Patton
b
, Biswadev Mitra
e,f
,
James H. Brennan
e
, Bleydy Dimech-Betancourt
c,d
, Teresa S. Howard
e,h
,
Jeffrey V. Rosenfeld
g,h
a
MUARC, Monash University, Melbourne, Australia
b
Federation University Australia, Ballarat, Australia
c
Monash Institute of Cognitive & Clinical Neurosciences, School of Psychological Sciences, Monash University, Melbourne, Australia
d
Monash-Epworth Rehabilitation Research Centre, Epworth Hospital, Melbourne, Australia
e
National Trauma Research Institute, The Alfred Hospital, Melbourne, Australia
f
Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Australia
g
Department of Neurosurgery, The Alfred Hospital, Melbourne, Australia
h
Department of Surgery, Monash University, Melbourne, Australia
a r t i c l e i n f o
Article history:
Received 20 August 2018
Received in revised form 5 January 2019
Accepted 21 February 2019
Available online xxx
Keywords:
Head impact biomechanics
Wearable sensors
Australian Football
Concussion
Sports injury
a b s t r a c t
Objectives: To assess the utility and functionality of the X-Patch
®
as a measurement tool to study head
impact exposure in Australian Football. Accuracy, precision, reliability and validity were examined.
Designs: Laboratory tests and prospective observational study.
Methods: Laboratory tests on X-Patch
®
were undertaken using an instrumented Hybrid III head and neck
and linear impactor. Differences between X-Patch
®
and reference data were analysed. Australian Football
players wore the X-Patch
®
devices and games were video-recorded. Video recordings were analysed
qualitatively for head impact events and these were correlated with X-Patch
®
head acceleration events.
Wearability of the X-Patch
®
was assessed using the Comfort Rating Scale for Wearable Computers.
Results: Laboratory head impacts, performed at multiple impact sites and velocities, identified significant
correlations between headform-measured and device-measured kinematic parameters (p < 0.05 for all).
On average, the X-Patch
®
-recorded peak linear acceleration (PLA) was 17% greater than the reference PLA,
28% less for peak rotational acceleration (PRA) and 101% greater for the Head Injury Criterion (HIC). For
video analysis, 118 head acceleration events (HAE) were included with PLA ≥30 g across 53 players. Video
recordings of X-Patch
®
-measured HAEs (PLA ≥30 g) determined that 31.4% were direct head impacts, 9.3%
were indirect impacts, 44.1% were unknown or unclear and 15.3% were neither direct nor indirect head
impacts. The X-Patch
®
system was deemed wearable by 95–100% of respondents.
Conclusions: This study reinforces evidence that use of the current X-Patch
®
devices should be limited to
research only and in conjunction with video analysis.
© 2019 Sports Medicine Australia. Published by Elsevier Ltd. All rights reserved.
Practical implications
•
Comprehensive evaluation of wearable sensors is required prior
to their implementation as a research, sports science or clinical
tool.
∗
Corresponding author at: Monash University Accident Research Centre, Monash
University, Level 1, Building 70, Clayton Campus, 21 Alliance Lane, Clayton VIC 3800,
Australia
E-mail address: as.mcintosh@bigpond.com (A.S. McIntosh).
•
The X-Patch
®
has many limitations. At present the optimal use of
this device would be in combination with video analysis.
•
Small head worn sensors are considered to be wearable by adult
athletes in a contact sport
1. Introduction
Technology developments in the last decade have resulted in
the availability and application of wearable sensor systems, includ-
ing helmet mounted systems, to measure head impact events in
sport.
1–3
There are multiple objectives of measuring head impact
https://doi.org/10.1016/j.jsams.2019.02.004
1440-2440/© 2019 Sports Medicine Australia. Published by Elsevier Ltd. All rights reserved.