CHOP Study Demonstrates How to Collect True Impact Incidents from Head Impact Sensors in Youth Sports

Researchers observed male and female soccer players during competitive play and found that head impact sensor data requires video to review false positives

Published on in CHOP News

Kristy Arbogast An increased awareness of concussion risks in young athletes has prompted researchers to use a variety of head impact sensors to measure frequency and severity of impacts during sports. A new study from Children’s Hospital of Philadelphia (CHOP) shows these head sensors can record a large number of false positive impacts during real game play. The CHOP team’s study emphasizes that an extra step to video-confirm the sensor data is essential for research and for use of this data in injury prevention strategies for player safety.

The findings were published online this month by the American Journal of Sports Medicine.

Approximately 1 in 5 high school athletes who plays a contact sport – such as soccer, lacrosse, and American football – suffers a concussion each year. To understand the frequency, magnitude and direction of head impacts that athletes sustain, a wide variety of sensors have been developed to collect head impact biomechanics data, including instrumented helmets, skull caps, headbands, mouthguards and skin patches.

However, when data are collected during game play rather than in a controlled laboratory environment, there is potential for false positives and false negatives. In this study, CHOP researchers used data collected from headband-based head impact sensors worn by male and female soccer players to determine the proportion of false positives within the data and if video confirmation improved the quality of the data.

“Head impact sensors are a readily accessible tool for studying the mechanics of head impacts,” said Declan Patton, PhD, lead author of the study and a research associate at the Center for Injury Research and Prevention at CHOP. “However, in order for researchers to have reliable data to analyze, they first need to verify whether sensor-recorded events are actual head impacts using either video- or observer-confirmation.”

In this study, researchers fitted 72 high school varsity and junior varsity soccer players (23 female and 49 male) with headband-mounted impact sensors during 41 games over two seasons to capture sensor-recorded events during competition. All the games were video-recorded. The research team analyzed the video to quantify the percentage of events recorded by the sensors that corresponded to an observable head impact event. In addition, video-verified sensor-recorded events were compared against the manufacturer filtering algorithm, which was developed to eliminate false-positives.

The sensors recorded 9,503 events during scheduled game times, which was reduced to 6,796 when the verified game time was identified on video. Of the 6,796 events during verified game time, 4,021 or approximately 60%, were removed as they were associated with players not on the field at the time of recording and therefore not an actual head impact. This indicates that prior studies, which used head impact sensor data without these important methodological steps, probably had a high proportion of non-head impact events in their dataset.

Video footage of the 1,893 sensor-recorded events for players on the field and within the frame of the camera were reviewed, and the events were categorized into three types: impact events (69.5%), trivial events such as adjusting a headband (20.9%,), and non-events like a player remaining stationary (9.6%). The most common impact event was head-to-ball contact, which represented 78.4% of all impact events. Other impact events included player contact (10.9%), falls (9.8%) and ball-to-head contact (0.8%).

Additionally, this study looked at both male and female athletes. Female athletes had a lower proportion of impact events (48.7% vs. 78.4%) and a higher proportion of trivial events (36.6% vs. 14.2%), which may be due to more frequent adjustments of the headband. However, among the actual impact events, the breakdown of types of impacts was similar between the genders.

“This study enables the field to build on previous research and improve the accuracy of data collected from head impact sensors by emphasizing the importance of detailed confirmation of head impact sensor data,” said Kristy Arbogast, PhD, Co-Scientific Director and Director of Engineering at CIRP, a professor of pediatrics at the Perelman School of Medicine at University of Pennsylvania, and senior author of the study. “Using head impact sensor data confirmed by video analysis will yield high quality information from which we can make important health and sports policy decisions to safeguard athletes.”

“With concussion diagnoses in young athletes on the rise, we’re grateful for the opportunity to directly participate in this scientific study with Children’s Hospital of Philadelphia,” said Katelyn Taylor, Interim Director of Athletics, The Shipley School, whose students partnered with CHOP’s researchers for this study. “It is our hope that this research could lead to the development of better head sensors for athletes and make athletics safer for future generations.”

This study was published as part of CHOP’s Objective Translational Multi-domain Early Concussion Assessment Study, funded by National Institutes of Health (National Institute of Neurological Diseases and Stroke) and the Integrative Science to Advance Pediatric Concussion Diagnosis and Treatment Study, funded by the Pennsylvania Department of Health.

Patton et al, “Video confirmation of head impact sensor data from high school soccer players.” Am J Sports Med, online date 4 March 2020. DOI: 10.1177/0363546520906406.


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Center for Injury Research and Prevention (CIRP)

CIRP is a comprehensive pediatric trauma research facility at CHOP dedicated to addressing injury, the leading cause of death for children and adolescents.