Protocol decisions to lock before testing
Specify comparator models, size/fit conditions, tested construction, impact velocities and locations, environmental ranges, sample independence, calibration and acceptance rules. Use independent physical specimens, not repeated strikes on one specimen as independent samples.
Material and assembly pilot
A proposed screening design uses at least three manufacturing batches and independent specimens per condition. This is an engineering planning choice, not a certified standard or a powered clinical sample. Use pilot variance and measurement uncertainty to justify confirmatory sample sizes.
Predeclared outcomes
For material coupons: force-displacement response, transmitted peak force, absorbed/dissipated energy, residual deformation and repeatability. For helmet systems: linear acceleration, angular velocity/acceleration, pulse duration, retention and applicable standard metrics. Report every condition and adverse trade-off. Finite-element brain-strain estimates remain model outputs, not diagnoses.
Human research
Begin with a small, ethics-reviewed adult wearability pilot without experimental head impacts. Any subsequent efficacy study needs qualified independent clinical assessment during ordinary sport, equivalent concussion education, exposure denominators, trial registration and a statistician-led power calculation. A cluster-randomized team design may be appropriate; use clustering, attrition and baseline event-rate uncertainty in the calculation.
Go/no-go rules
Proceed only after the risk file and applicable standards are satisfied, predefined performance targets are met within uncertainty, no unacceptable new failure mode emerges, and independent replication agrees. Numerical efficacy targets must be chosen before testing, not retrofitted to favorable results.
Publication and accountability
Archive protocol versions, calibration files, coded sample assignments, raw traces, deviations and analysis code. Publish null or adverse findings as well as positive ones. Preserve the distinction between surrogate biomechanics and clinical concussion outcomes.
NOCSAE add-on position · World Rugby sensor specifications · Sensor methods evidence