sports analytics is studying data from sports performances to try to improve performance
quantitative.
formal, objective and systematic
takes into account factors that can be measured
qualitative.
research focused on words which are descriptive
can be subject as they look at feelings, opinions and emotions
objective data.
fact based information
measurable and usable
subjective data.
data based on opinions, assumptions, interpretations, emotions and beliefs
less suitable for feeding back to performers
validity.
degree to which data collected actually measures what they claim to measure
reliability.
collected data is consistent and similar results are achieved when its repeated
reliability affected if equipment not used correctly or its poorly maintained
data needs to be reliable and valid for it to be useful
video and analysis programs help with understanding biomechanical aspects of performance and can help with rehabilitation from injury
video motion analysis
uses high speed camera and computer software to allow for frame-by-frame playback of footage
notational match analysis - records aspects of individual and team performance. studying movement patterns, strategy and tactics
biomechanics - analysis sporting impacts of bodily movements, quantitative study (kinematics)
performance analysis helps performers ensure they have a positive change in performance and can be gained through a variety of
indicators such as passes made, distance ran in km and shots attempted
testing and recording equipment - metabolic cart
measures bodys metabolism through amount of heat produced when body is at rest
can tell doctors about overall health
indirect calorimetry is the measurement of amount of heat and energy generated in an oxidation reaction. headgear placed on patient and measures inspired/expired gas flows, concentrations and volumes of oxygen and carbon dioxide. these measurements then translated into heat equivalent
figure of oxygen and carbon dioxide provide result for metabolic cart and is measured in resting energy expenditure