Ai Human Performance Analytics

Performance Measurement Frameworks

Doctoral work examines structured approaches to quantifying human performance. Framework design determines which aspects of performance are visible at all.

Physiological Monitoring Methods

Research examines measuring bodily function during training and competition. Physiological measurement reveals responses that observation alone cannot.

Wearable Sensor Research

Doctoral study examines body worn devices measuring movement and physiology. Wearable devices have transformed what can be measured outside laboratories.

Inertial Measurement Applications

Research examines motion sensors capturing acceleration and orientation. These sensors permit detailed movement analysis in real training settings.

Satellite Positioning Tracking

Doctoral work examines position tracking during outdoor training and competition. Position data underpins most quantification of movement demands.

Local Positioning Systems

Research examines indoor tracking where satellite signals are unavailable. Local systems provide higher precision within enclosed competition venues.

Optical Tracking Research

Doctoral study examines camera based tracking of people and equipment. Optical systems capture whole teams without requiring any worn devices.

Markerless Motion Capture

Research examines capturing movement without attached reflective markers. Markerless methods permit analysis during genuine competitive activity.

Video Analysis Methods

Doctoral work examines systematic analysis of recorded performance footage. Video analysis remains the most widely used practitioner method.

Force Platform Research

Research examines measurement of forces applied against the ground. Force measurement underpins assessment of strength and movement quality.

Pressure Measurement Systems

Doctoral study examines distribution of pressure across contact surfaces. Pressure distribution informs both footwear design and injury prevention.

Electromyography Applications

Research examines measuring electrical activity within working muscles. Muscle activity measurement reveals coordination patterns during movement.

Cardiac Monitoring Research

Doctoral work examines heart function monitoring during physical activity. Cardiac measurement is the most established performance monitoring approach.

Heart Rate Variability Analysis

Research examines beat to beat variation as an indicator of readiness. Variability measures are widely used and interpreted very inconsistently.

Respiratory Monitoring Methods

Doctoral study examines breathing measurement during exercise and recovery. Respiratory measures indicate both effort and underlying limitation.

Metabolic Measurement Research

Research examines measuring energy production during physical activity. Metabolic measurement remains the reference standard for capacity assessment.

Blood Marker Monitoring

Doctoral work examines blood measures indicating training response and health. Marker interpretation requires individual rather than population reference ranges.

Saliva And Sweat Sensing

Research examines non invasive biochemical measurement during activity. These approaches permit frequent sampling without any blood collection.

Continuous Glucose Monitoring

Doctoral study examines continuous measurement of blood sugar during activity. Interpretation in healthy active people remains genuinely uncertain.

Sleep Monitoring Research

Research examines measuring sleep quantity and quality in active populations. Sleep is among the strongest determinants of subsequent performance.

Thermal Monitoring Methods

Doctoral work examines body temperature measurement during physical exertion. Thermal measurement supports safety in hot and demanding conditions.

Hydration Assessment Research

Research examines practical assessment of body fluid status in the field. Available field methods correlate poorly with laboratory reference measures.

Body Composition Assessment

Doctoral study examines measurement methods and their scientific limitations. Measurement error is substantial and results are frequently overinterpreted.

Anthropometric Measurement Research

Research examines standardised measurement of body dimensions. Standardisation determines whether measurements can be meaningfully compared.

Strength Assessment Methods

Doctoral work examines quantifying maximal and sustained force production. Assessment method choice strongly affects the values that are obtained.

Power Output Measurement

Research examines measuring the rate of work performed during movement. Power measurement is central to assessment across a great many activities.

Speed And Acceleration Assessment

Doctoral study examines measuring velocity and rate of velocity change. Acceleration capability distinguishes performers more than maximum speed does.

Endurance Capacity Testing

Research examines assessing sustained performance capability over time. Endurance testing protocols vary widely and give differing conclusions.

Agility Assessment Research

Doctoral work examines measuring rapid change of direction under demand. Assessment must include the decision element genuine agility requires.

Range Of Motion Research

Research examines measuring joint mobility and its relationship to performance. Mobility requirements differ enormously between differing activities.

Balance And Stability Assessment

Doctoral study examines measuring postural control during demanding tasks. Stability assessment informs both performance and injury risk work.

Reaction Time Measurement

Research examines measuring speed of response to presented stimuli. Reaction measurement connects physical and cognitive performance domains.

Cognitive Performance Testing

Doctoral work examines assessing thinking capability under differing demands. Cognitive capacity limits performance in many demanding occupations.

Attention Measurement Research

Research examines quantifying where and how attention is directed. Attention allocation strongly determines performance in complex environments.

Decision Making Assessment

Doctoral study examines measuring quality and speed of decisions made. Decision quality separates skilled from less skilled performers markedly.

Perceptual Skill Assessment

Research examines measuring how performers extract information from environments. Perceptual skill develops with experience and can be deliberately trained.

Eye Tracking Applications

Doctoral work examines measuring where performers direct their visual attention. Gaze patterns reveal expertise differences invisible to observation.

Neural Monitoring Research

Research examines nervous system measurement during performance tasks. Neural measures may indicate fatigue before performance visibly declines.

Brain Activity Measurement

Doctoral study examines brain measurement during demanding physical and mental tasks. Portable measurement now permits recording outside laboratory settings.

Autonomic Function Assessment

Research examines involuntary nervous system responses to training demands. Autonomic measures are widely used as indicators of recovery status.

Perceived Exertion Research

Doctoral work examines subjective ratings of effort during activity. Perceived effort is inexpensive and remarkably informative when used well.

Self Report Measurement Research

Research examines information performers provide about their own current state. Self report is influenced by context and by perceived consequences.

Wellness Questionnaire Research

Doctoral study examines brief daily questionnaires monitoring athlete readiness. Response quality declines rapidly once completion becomes routine.

Measurement Validity Research

Research examines whether measures capture what they claim to capture. Many widely used performance measures lack any published validity evidence.

Measurement Reliability Analysis

Doctoral work examines consistency of measures across repeated assessments. Reliability determines whether observed change is genuine or simply noise.

Sensor Calibration Research

Research examines maintaining accuracy of measurement devices over time. Uncalibrated devices produce data that appears precise but is wrong.

Signal Processing Methods

Doctoral study examines extracting meaningful information from sensor signals. Processing choices substantially affect the values eventually reported.

Artefact Handling In Sensor Data

Research examines identifying and managing corrupted portions of recordings. Artefacts are pervasive in data collected during real activity.

Data Synchronisation Research

Doctoral work examines aligning recordings from several separate devices. Timing misalignment silently invalidates any combined analysis attempted.

Multi Sensor Integration

Research examines combining information across differing measurement systems. Integration produces insight that any single sensor cannot provide.

Training Load Quantification

Doctoral study examines measuring the demands training places on performers. Load quantification underpins nearly all training management practice.

External Load Measurement

Research examines the physical work performed regardless of individual response. External measures describe what was done rather than its effect.

Internal Load Assessment

Doctoral work examines the individual response to a given training demand. Identical external work produces very different internal responses.

Load Monitoring Systems

Research examines systems tracking training demands across whole squads. Monitoring systems must produce information practitioners can act upon.

Acute And Chronic Load Research

Doctoral study examines relationships between recent and accumulated training. These ratio approaches are widely used and methodologically contested.

Training Periodisation Research

Research examines structuring training across extended preparation periods. Periodisation is universally practised with surprisingly limited evidence.

Programme Design Research

Doctoral work examines constructing training programmes for specific goals. Programme design determines what adaptations are actually produced.

Individualised Training Research

Research examines tailoring training to individual characteristics and response. Individual response variation is substantial and routinely ignored.

Dose Response Modelling

Doctoral study models relationships between training performed and adaptation achieved. Dose response understanding permits genuinely evidence based prescription.

Adaptation Modelling Research

Research models how the body changes in response to repeated training. Adaptation modelling supports prediction of future performance capability.

Fitness Fatigue Modelling

Doctoral work examines models separating training benefit from accumulated fatigue. These models explain why performance lags behind training completed.

Performance Prediction Modelling

Research predicts future performance from training and monitoring data. Prediction supports both selection and preparation planning decisions.

Peaking And Tapering Research

Doctoral study examines reducing training before important competition. Taper design substantially affects performance on the target occasion.

Detraining Research

Research examines loss of adaptation when training is interrupted. Detraining knowledge informs planning around injury and off season periods.

Overreaching And Overtraining

Doctoral work examines excessive training demand and its consequences. Distinguishing productive overload from harmful excess is genuinely difficult.

Recovery Monitoring Research

Research examines assessing readiness to undertake further hard training. Recovery status determines whether the next session is beneficial or harmful.

Recovery Intervention Research

Doctoral study evaluates interventions intended to accelerate recovery. Evidence for many popular recovery interventions remains genuinely weak.

Sleep And Performance Research

Research examines how sleep quantity and quality affect performance. Insufficient sleep degrades both physical and cognitive capability markedly.

Napping And Rest Research

Doctoral work examines brief rest periods and their effects on performance. Short rest can partially offset accumulated shortfall in overnight sleep.

Nutrition Timing Research

Research examines when nutrition is consumed relative to training demands. Timing effects are frequently overstated relative to total intake.

Nutritional Support Research

Doctoral study examines nutritional practices supporting training and health. Adequate nutritional support underpins both performance and long term health.

Supplement Evidence Research

Research examines the evidence base for widely marketed supplements. Marketing claims very substantially outrun the supporting scientific evidence.

Hydration Strategy Research

Doctoral work examines fluid intake strategies during prolonged activity. Both insufficient and excessive intake carry genuine health risks.

Environmental Heat Research

Research examines performance and safety under hot environmental conditions. Heat illness remains a serious and preventable risk during activity.

Altitude Training Research

Doctoral study examines training and competing at reduced oxygen availability. Individual response to altitude exposure varies very considerably.

Cold Exposure Research

Research examines performance and recovery under cold conditions. Cold exposure interventions have contested and frequently overstated benefits.

Travel And Circadian Research

Doctoral work examines effects of travel across time zones on performance. Travel disruption measurably impairs performance for several days.

Circadian Adjustment Research

Research examines strategies accelerating adjustment to new time zones. Adjustment strategy determines readiness for competition after travel.

Injury Risk Modelling

Doctoral study examines predicting injury from training and monitoring data. Prediction remains difficult and reported models generalise poorly.

Injury Surveillance Research

Research examines systematic recording of injuries within populations. Surveillance provides the evidence base underpinning all prevention work.

Return To Performance Research

Doctoral work examines resuming full activity following injury recovery. Premature return is a leading cause of subsequent reinjury in athletes.

Rehabilitation Progression Research

Research examines advancing loading safely during recovery from injury. Progression decisions determine both recovery speed and reinjury risk.

Movement Screening Research

Doctoral study examines assessments intended to identify movement limitations. Predictive value of common screening approaches is consistently poor.

Asymmetry Assessment Research

Research examines differences between left and right side capability. Asymmetry interpretation requires care because some asymmetry is normal.

Musculoskeletal Load Research

Doctoral work examines mechanical demands placed upon specific body tissues. Tissue level loading differs greatly from whole body load measures.

Tissue Stress Modelling

Research models forces experienced by specific anatomical structures. Tissue modelling connects external activity with actual injury mechanism.

Biomechanical Analysis Methods

Doctoral study examines mechanical analysis of human movement. Biomechanical analysis links technique with both performance and injury risk.

Technique Analysis Research

Research examines quantifying and improving individual movement technique. Technique change must be introduced carefully to avoid new injury risk.

Movement Efficiency Research

Doctoral work examines energy cost of performing a given movement. Efficiency differences separate performers with similar physiological capacity.

Gait And Running Analysis

Research examines mechanics of walking and running movement patterns. Running analysis informs footwear, technique and injury prevention work.

Throwing And Striking Analysis

Doctoral study examines mechanics of throwing and implement striking actions. These movements produce extreme loads on specific body structures.

Jumping Performance Analysis

Research examines mechanics and assessment of jumping movement patterns. Jump testing is among the most widely used performance assessments.

Swimming Performance Analysis

Doctoral work examines performance analysis within aquatic training environments. Water environments make accurate measurement considerably more difficult.

Cycling Performance Analysis

Research examines analysis of cycling movement and mechanical power production. Cycling permits unusually precise measurement of the work performed.

Rowing And Paddling Analysis

Doctoral study examines performance analysis in rowing and paddling activities. These activities combine technical precision with extreme physiological demand.

Team Sport Analytics

Research examines quantitative analysis of team based competitive activity. Team analytics must account for interaction between many performers.

Match Analysis Research

Doctoral work examines systematic analysis of competitive performance. Match analysis informs both preparation and tactical decision making.

Tactical Pattern Analysis

Research examines identifying recurring patterns within competitive play. Pattern identification supports both preparation and opponent analysis.

Spatial Analysis In Sport

Doctoral study examines how performers occupy and control playing space. Spatial analysis reveals tactical structure that event counts miss.

Player Tracking Analytics

Research examines analysis of continuous position data during competition. Tracking data has transformed what competitive analysis can examine.

Passing Network Analysis

Doctoral work examines interaction structures within team sport performance. Network methods reveal organisational structure within collective play.

Possession And Transition Analysis

Research examines phases of play and the movements between them. Transition moments very frequently determine competitive outcomes decisively.

Set Piece Analysis Research

Doctoral study examines structured restart situations within competition. Set situations are highly analysable and disproportionately consequential.

Opponent Analysis Research

Research examines systematic study of forthcoming competitive opposition. Opponent analysis informs preparation and in competition adjustment.

Game State Modelling

Doctoral work examines how competitive situation influences subsequent behaviour. Behaviour changes markedly with score and with time remaining.

Expected Outcome Modelling

Research models the probable value of actions taken within competition. Expected value models have reshaped analysis across a great many sports.

Performer Valuation Research

Doctoral study examines quantifying individual contribution within teams. Valuation informs selection, recruitment and development decisions.

Talent Identification Research

Research examines identifying performers with potential for development. Early identification is unreliable and frequently excludes late developers.

Talent Development Research

Doctoral work examines pathways supporting long term performer development. Development environment matters more than initial identification accuracy.

Long Term Development Modelling

Research examines development trajectories across extended career periods. Trajectories vary enormously and rarely follow expected linear patterns.

Youth Performance Research

Doctoral study examines performance development during growth and maturation. Maturation timing confounds nearly all youth performance assessment.

Relative Age Effect Research

Research examines selection bias favouring those born earlier in a cohort. This bias is very well documented and remains largely uncorrected.

Selection Decision Research

Doctoral work examines how performers are chosen for teams and programmes. Selection decisions are consequential and frequently poorly evidenced.

Recruitment Analytics

Research examines data supporting identification of performers to recruit. Analytics has substantially changed recruitment practice in many sports.

Squad Management Research

Doctoral study examines managing groups of performers across a season. Squad management balances competitive demand against individual welfare.

Availability And Rotation Research

Research examines keeping performers available through demanding schedules. Availability is among the strongest predictors of overall team success.

Competition Scheduling Research

Doctoral work examines how competition calendars affect performers. Scheduling decisions are made with limited regard for recovery requirements.

Congested Fixture Research

Research examines performance and health under compressed competition periods. Fixture congestion is associated with elevated injury incidence.

Performance In Individual Sport

Doctoral study examines analysis where performers compete without teammates. Individual sport permits cleaner attribution of performance factors.

Endurance Sport Analytics

Research examines analysis of prolonged continuous competitive activity. Pacing strategy is the central analytical question in endurance events.

Combat Sport Analytics

Doctoral work examines performance analysis within combat disciplines. These disciplines raise distinctive health and safety considerations.

Racket Sport Analysis

Research examines analysis of racket based competitive sporting activity. Racket sports combine rapid decision making with repeated intense effort.

Precision Sport Research

Doctoral study examines activities demanding very fine motor accuracy. Precision performance depends heavily on arousal and attention control.

Para Sport Performance Research

Research examines performance analysis for athletes with impairments. Para sport research remains substantially underdeveloped relative to need.

Classification In Para Sport

Doctoral work examines systems grouping athletes by functional impairment. Classification determines competitive fairness and is genuinely contested.

Female Athlete Performance Research

Research examines performance science specific to female athletes. Female athletes remain substantially underrepresented in performance research.

Menstrual Cycle And Performance

Doctoral study examines cycle related influences on training and performance. Evidence remains limited and individual variation appears substantial.

Masters Athlete Research

Research examines performance among older competitive athlete populations. Masters populations reveal how capability changes across the lifespan.

Coaching Practice Research

Doctoral work examines what coaches actually do in practice and why. Coaching practice determines whether analytical insight is ever applied.

Coach Decision Support

Research examines systems informing coaching decisions with analysis. Support systems must fit how coaches genuinely make decisions in practice.

Feedback Delivery Research

Doctoral study examines how performance information is conveyed to performers. Feedback delivery determines whether information changes any behaviour.

Skill Acquisition Research

Research examines how movement skills are learned, refined and retained. Acquisition principles underpin all genuinely effective practice design.

Motor Learning Research

Doctoral work examines the processes underlying lasting movement learning. Learning and immediate performance are frequently confused with one another.

Practice Design Research

Research examines structuring practice to maximise eventual learning. Practice conditions producing rapid improvement frequently produce poor retention.

Simulation And Virtual Training

Doctoral study examines simulated environments for skill development. Simulation permits repeated practice of rare and dangerous situations.

Tactical Occupational Performance

Research examines performance in physically demanding occupational roles. These roles combine physical demand with high stakes decision making.

Military Performance Research

Doctoral work examines physical and cognitive performance in military contexts. Military settings combine extreme demands with prolonged deployment.

Emergency Responder Performance

Research examines performance among fire, ambulance and rescue personnel. These roles demand sustained readiness for unpredictable extreme effort.

Physical Employment Standards

Doctoral study examines physical requirements defined for occupational roles. Standards must be genuinely job related to be defensible and fair.

Industrial Work Performance Research

Research examines physical performance within manual occupational settings. Occupational demands accumulate across entire working lifetimes.

Psychological Performance Research

Doctoral work examines mental factors influencing performance outcomes. Psychological factors frequently separate performers of similar capability.

Motivation Research In Performance

Research examines what sustains engagement in prolonged demanding training. Motivation quality predicts persistence better than motivation quantity.

Confidence And Self Efficacy Research

Doctoral study examines belief in ability and its performance consequences. Efficacy beliefs influence effort, persistence and eventual achievement.

Anxiety And Performance Research

Research examines how anxiety affects performance under competitive demand. Anxiety effects depend heavily on how the situation is interpreted.

Attention Control Research

Doctoral work examines directing and sustaining attention during performance. Attention control is trainable and central to consistent performance.

Mental Skills Training Research

Research evaluates structured psychological skill development programmes. Mental skills require deliberate practice exactly as physical skills do.

Stress Response Research

Doctoral study examines physiological and psychological responses to demand. Stress responses can either enhance or seriously impair performance.

Resilience Research

Research examines maintaining performance despite adversity and setback. Resilience develops through supported challenge rather than hardship alone.

Burnout Research In Performance

Doctoral work examines exhaustion and disengagement in demanding environments. Burnout ends careers and is frequently recognised far too late.

Athlete Mental Health Research

Research examines mental health within competitive performance populations. Performance environments carry distinctive mental health risks and pressures.

Wellbeing Monitoring Research

Doctoral study examines tracking overall wellbeing alongside performance measures. Wellbeing monitoring must genuinely support rather than merely surveil.

Safeguarding In Performance Settings

Research examines protecting participants from harm within performance environments. Power imbalances in these settings create genuine risk of harm.

Performer Welfare Research

Doctoral work examines welfare of those within high demand environments. Welfare and performance objectives frequently pull in opposing directions.

Coach Performer Relationship Research

Research examines the working relationship between coaches and performers. Relationship quality strongly predicts both wellbeing and achievement.

Team Cohesion Research

Doctoral study examines how groups develop effective working unity together. Cohesion and performance influence one another in both directions.

Leadership In Performance Teams

Research examines leadership behaviour within high demand team environments. Leadership shapes culture, standards and psychological safety together.

Communication In Teams

Doctoral work examines information exchange within actively performing teams. Communication quality determines coordination under severe time pressure.

Collective Decision Research

Research examines decisions made jointly by groups under pressure. Group decisions can be substantially better or worse than individual ones.

Human Factors In Performance

Doctoral study examines how system design shapes eventual human performance. Design change improves performance more reliably than exhortation does.

Fatigue In Occupational Settings

Research examines accumulated fatigue within demanding working environments. Occupational fatigue causes errors with serious safety consequences.

Shift Work Performance Research

Doctoral work examines performance across irregular and rotating working patterns. Shift work measurably impairs both alertness and decision quality.

Cognitive Workload Assessment

Research examines measuring the mental demand imposed by particular tasks. Workload assessment supports design of manageable working systems.

Situation Awareness Research

Doctoral study examines understanding of a rapidly changing operational environment. Awareness failures underlie many serious operational incidents.

Expertise Development Research

Research examines how exceptional capability develops across long periods. Expertise research informs both selection and development practice.

Deliberate Practice Research

Doctoral work examines structured effortful practice and its effects. The contribution of practice relative to other factors remains contested.

Performance Under Pressure

Research examines capability when consequences are substantial and immediate. Pressure performance frequently differs markedly from practice performance.

Performance Breakdown Research

Doctoral study examines sudden failure of well established capability. Breakdown mechanisms inform both prevention and psychological support.

Learning From Failure Research

Research examines how individuals and teams respond to poor outcomes. Response to failure strongly predicts subsequent development trajectory.

Organisational Performance Research

Doctoral work examines how organisations support or obstruct performance. Organisational factors frequently outweigh individual capability entirely.

Performance Culture Research

Research examines shared norms and values within high demand environments. Culture determines whether the pursuit of performance causes harm.

Workplace Productivity Analytics

Doctoral study examines measuring output within ordinary working contexts. Productivity measurement shapes behaviour in frequently unintended ways.

Employee Monitoring Research

Research examines workplace monitoring and its consequences for workers. Monitoring raises acute questions of proportionality and worker autonomy.

Knowledge Work Performance

Doctoral work examines measuring performance in cognitive occupational roles. Knowledge work resists the measurement approaches used elsewhere.

Remote Work Performance Research

Research examines performance among distributed and remotely working staff. Remote arrangements change both measurement and management practice.

Human Machine Teaming Research

Doctoral study examines people working alongside automated systems. Teaming performance depends on trust calibration and clear role division.

Statistical Methods In Performance

Research develops statistical approaches suited to performance data structures. Performance data is repeated, nested and very rarely independent.

Small Sample Analysis Research

Doctoral work examines inference where very few participants are available. Elite populations are inherently tiny and conventional methods fit poorly.

Single Case Design Research

Research examines rigorous study of individual performers across time. Individual designs suit settings where group studies are simply impossible.

Repeated Measures Methods

Doctoral study examines analysis of repeated observations on individuals. Repeated measurement requires methods accounting for within person correlation.

Longitudinal Modelling Research

Research examines modelling change in performance across extended periods. Longitudinal modelling distinguishes genuine development from random variation.

Causal Inference In Performance

Doctoral work examines separating causal effects from mere association. Performance research routinely presents association as though causal.

Machine Learning In Performance

Research applies learned models across performance prediction tasks. Learned models require validation on genuinely independent held out data.

Model Validation Research

Doctoral study examines evaluating models in populations separate from development. Most published performance models fail at independent validation.

Overfitting In Performance Models

Research examines models fitting noise rather than genuine underlying signal. Small samples make overfitting the normal rather than exceptional outcome.

Explainability For Practitioners

Doctoral work examines making analytical output interpretable to coaches. Practitioners will not act on findings they are unable to interrogate.

Uncertainty Communication Research

Research examines conveying analytical uncertainty to practical decision makers. Overstated certainty leads directly to poor practical decisions.

Data Integration Platforms

Doctoral study examines systems combining data from many separate sources. Integration platforms determine what analysis is practically achievable.

Data Standards In Performance

Research examines standardised representation of performance information. Standards permit comparison across systems, seasons and organisations.

Reproducibility In Performance Research

Doctoral work examines whether published findings can be independently repeated. Reproduction attempts frequently fail across this research field.

Publication Bias Research

Research examines selective reporting of favourable performance findings. Selective publication systematically overstates intervention effectiveness.

Evidence Translation Research

Doctoral study examines moving research findings into applied practice. Translation gaps in this field are wide and persistently unaddressed.

Practitioner Adoption Research

Research examines why practitioners adopt or reject analytical methods. Adoption depends on trust and practicality more than technical merit.

Athlete Data Ownership

Doctoral work examines who owns and controls performance data collected. Ownership questions remain substantially unsettled across most sports.

Privacy In Performance Monitoring

Research examines protection of intimate data gathered through monitoring. Continuous monitoring generates exceptionally sensitive personal information.

Consent In Performer Monitoring

Doctoral study examines consent where refusal may affect team selection. Meaningful consent is difficult where power is very unequally distributed.

Surveillance And Autonomy Research

Research examines tension between monitoring and individual autonomy. Performance justifications can quietly erode personal freedom entirely.

Commercial Use Of Performance Data

Doctoral work examines commercial exploitation of data about individuals. Those generating the data very rarely share in its commercial value.

Regulation Of Performance Technology

Research examines rules governing technology use in competitive settings. Regulation determines which technologies confer legitimate advantage.

Equity In Performance Support

Doctoral study examines unequal access to performance science support. Support access differs enormously by sport, by gender and by resourcing.

Implementation Science In Performance

Research examines why effective practices are or are not actually adopted. Implementation, not evidence generation, is where most benefit is lost.