Professor Jacqueline Alderson, Ph.D, FISB, FISBS

University of California Los Angeles

Los Angeles

Research Expertise

data governance
biomechanical modelling
computer vision
injury mechanisms

About

Professor Jacqueline Alderson is Director of Tech and Human Performance at UCLA DataX and Special Advisor for the LA28 Olympic and Paralympic Games. She is Global Lead of The Athlete Research Collective (ARC), an international research program endorsed by the Global Alliance for Female Athletes (GAFA), an eleven-nation alliance of national high-performance sport institutes. ARC is building the first global evidence base in elite female athlete health and performance, spanning the Los Angeles 2028 and Brisbane 2032 Olympic and Paralympic Games. Her research spans three-dimensional biomechanical modelling, applied machine learning for human movement, and the governance of athlete and biometric data. The upper limb models she co-developed became the regulatory standard for illegal bowling action assessment in international cricket, and her upper and lower limb models and data collection protocols were established in 2023 as the national biomechanical standard for the Australian Institute of Sport and the National Institute Network. She was scientific and technical lead on the Australian Academy of Science report *Getting Ahead of the Game: Athlete Data in Professional Sport* (2022) and co-authored the resulting national best practice principles adopted by the Australian Sports Commission (2023). She has published more than 260 research outputs, including 102 refereed journal articles and 90 refereed conference papers, and has supervised 76 research students to completion, among them 27 doctoral candidates, eight of whom have received national or international awards. She was the first woman appointed Professor of Sport Biomechanics within Australia’s Group of Eight research-intensive universities and is; a Fellow of the International Society of Biomechanics (2025) and of the International Society of Biomechanics in Sports (2013), recipient of the ISBS Geoffrey Dyson Award for career achievement (2024), and the inaugural Fulbright Professional Alliance Senior Scholar (2023/24). She has served two terms as an elected Director on the Executive Council of the International Society of Biomechanics in Sports and two on that of the International Society of Biomechanics, and holds honorary and adjunct professorial appointments at the University of Queensland and Griffith University.

Publications

Repeatability of gait data using a functional hip joint centre and a mean helical knee axis
Journal of Biomechanics
2003
The Foot’s Arch and the Energetics of Human Locomotion
Scientific Reports
2016
Lower-Limb Coordination and Shoulder Joint Mechanics in the Tennis Serve
Medicine & Science in Sports & Exercise
2008
An upper limb kinematic model for the examination of cricket bowling: A case study of Mutiah Muralitharan
Journal of Sports Sciences
2000
The Role of Arch Compression and Metatarsophalangeal Joint Dynamics in Modulating Plantar Fascia Strain in Running
PLOS ONE
2016
Multidimensional Ground Reaction Forces and Moments From Wearable Sensor Accelerations via Deep Learning
IEEE Transactions on Biomedical Engineering
2021
Joint Kinetics in Rearfoot versus Forefoot Running
Medicine & Science in Sports & Exercise
2014
A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units
Sensors
2021
Effects of Different Visual Stimuli on Postures and Knee Moments during Sidestepping
Medicine & Science in Sports & Exercise
2013
Comparison of Ground Reaction Force Asymmetry in One- and Two-legged Countermovement Jumps
Journal of Strength and Conditioning Research
2013
Shoulder joint loading in the high performance flat and kick tennis serves
British Journal of Sports Medicine
2007
Predicting athlete ground reaction forces and moments from motion capture
Medical & Biological Engineering & Computing
2018
Predicting Athlete Ground Reaction Forces and Moments From Spatio-Temporal Driven CNN Models
IEEE Transactions on Biomedical Engineering
2019
Neuromuscular adaptations to eccentric strength training in children and adolescents with cerebral palsy
Developmental Medicine & Child Neurology
2010
Machine learning methods to support personalized neuromusculoskeletal modelling
Biomechanics and Modeling in Mechanobiology
2020
Lumbar load in adolescent fast bowlers: A prospective injury study
Journal of Science and Medicine in Sport
2016
MRI development and validation of two new predictive methods of glenohumeral joint centre location identification and comparison with established techniques
Journal of Biomechanics
2009
The Demands of Professional Rugby League Match-Play: a Meta-analysis
Sports Medicine - Open
2019
On-field player workload exposure and knee injury risk monitoring via deep learning
Journal of Biomechanics
2019
Repeatability of upper limb kinematics for children with and without cerebral palsy
Gait & Posture
2010
System and modelling errors in motion analysis: Implications for the measurement of the elbow angle in cricket bowling
Journal of Biomechanics
2007
A Reliable Video-based ACL Injury Screening Tool for Female Team Sport Athletes
International Journal of Sports Medicine
2019
The effect of altered pitch length on performance and technique in junior fast bowlers
Journal of Sports Sciences
2005
The off-break and “doosra”: Kinematic variations of elite and sub-elite bowlers in creating ball spin in cricket bowling
Sports Biomechanics
2009
Shoulder joint kinetics of the elite wheelchair tennis serve
British Journal of Sports Medicine
2007
The influence of club-head kinematics on early ball flight characteristics in the golf drive
Sports Biomechanics
2013
Joint dynamics of rear- and fore-foot unplanned sidestepping
Journal of Science and Medicine in Sport
2017
A Role for Exercise in Attenuating Unhealthy Food Consumption in Response to Stress
Nutrients
2018
Different visual stimuli affect body reorientation strategies during sidestepping
Scandinavian Journal of Medicine & Science in Sports
2016
Lumbo-pelvic loading during fast bowling in adolescent cricketers: The influence of bowling speed and technique
Journal of Sports Sciences
2013
Lycra® arm splints improve movement fluency in children with cerebral palsy
Gait & Posture
2011
Effects of different technical coordinate system definitions on the three dimensional representation of the glenohumeral joint centre
Medical & Biological Engineering & Computing
2009
Intra-limb coordination in karate kicking: Effect of impacting or not impacting a target
Human Movement Science
2014
The lumbar spine of the young cricket fast bowler: An MRI study
Journal of Science and Medicine in Sport
2012
Laboratory versus field testing in cricket bowling: A review of current and past practice in modelling techniques
Sports Biomechanics
2007
Estimating Ground Reaction Forces from Two-Dimensional Pose Data: A Biomechanics-Based Comparison of AlphaPose, BlazePose, and OpenPose
Sensors
2022
The association between lower limb biomechanics and ball release speed in cricket fast bowlers: a comparison of high-performance and amateur competitors
Sports Biomechanics
2016
A Marker-Based Mean Finite Helical Axis Model to Determine Elbow Rotation Axes and Kinematics in Vivo
Journal of Applied Biomechanics
2010
A Biomechanical Comparison of Single-Leg Landing and Unplanned Sidestepping
International Journal of Sports Medicine
2018
Dance floor mechanical properties and dancer injuries in a touring professional ballet company
Journal of Science and Medicine in Sport
2014
Lycra arm splints in conjunction with goal-directed training can improve movement in children with cerebral palsy
NeuroRehabilitation
2011
Risk Factors for Lower Back Injury in Male Dancers Performing Ballet Lifts
Journal of Dance Medicine & Science
2009
The influence of digital filter type, amplitude normalisation method, and co-contraction algorithm on clinically relevant surface electromyography data during clinical movement assessments
Journal of Electromyography and Kinesiology
2016
Pole Dancing for Fitness: The Physiological and Metabolic Demand of a 60-Minute Class
Journal of Strength and Conditioning Research
2019
Repeated mild traumatic brain injury in female rats increases lipid peroxidation in neurons
Experimental Brain Research
2017
Developmental Gender Differences for Overhand Throwing in Aboriginal Australian Children
Research Quarterly for Exercise and Sport
2010
Measurement of uni-planar and sport specific trunk motion using magneto-inertial measurement units: The concurrent validity of Noraxon and Xsens systems relative to a retro-reflective system
Gait & Posture
2022
Targeting associated mechanisms of anterior cruciate ligament injury in female community-level athletes
Sports Biomechanics
2017
“It's our little secret … an in-group, where everyone's in”: Females' motives for participation in a stigmatized form of physical activity
Psychology of Sport and Exercise
2018
Elbow joint kinematics during cricket bowling using magneto-inertial sensors: A feasibility study
Journal of Sports Sciences
2018
Lumbo-Pelvic Biomechanics and Quadratus Lumborum Asymmetry in Cricket Fast Bowlers
Medicine & Science in Sports & Exercise
2013
Test Re-test Reliability of Single and Multijoint Strength Properties in Female Australian Footballers
Sports Medicine - Open
2021
Visual Search Differs But Not Reaction Time When Intercepting a 3D Versus 2D Videoed Opponent
Journal of Motor Behavior
2013
Different visual stimuli affect muscle activation at the knee during sidestepping
Journal of Sports Sciences
2018
Does performance level affect initial ball flight kinematics in finger and wrist-spin cricket bowlers?
Journal of Sports Sciences
2017
Incidence, Mechanisms, and Characteristics of Injuries in Pole Dancers: A Prospective Cohort Study
Medical Problems of Performing Artists
2022
The relationship between shoulder alignment and elbow joint angle in cricket fast-medium bowlers
Journal of Sports Sciences
2006
Automating Video‐Based Two‐Dimensional Motion Analysis in Sport? Implications for Gait Event Detection, Pose Estimation, and Performance Parameter Analysis
Scandinavian Journal of Medicine & Science in Sports
2024
Perceived daily tension and food cravings and consumption: A within- and between-person investigation
Eating Behaviors
2021
The influence of elbow joint kinematics on wrist speed in cricket fast bowling
Journal of Sports Sciences
2015
Can the Effect of Soft Tissue Artifact Be Eliminated in Upper-Arm Internal-External Rotation?
Journal of Applied Biomechanics
2011
Association between Forefoot Bone Length and Performance in Male Endurance Runners
International Journal of Sports Medicine
2018
Dance floor force reduction influences ankle loads in dancers during drop landings
Journal of Science and Medicine in Sport
2015
Kinetic Sensitivity of a New Lumbo-Pelvic Model to Variation in Segment Parameter Input
Journal of Applied Biomechanics
2013
Understanding the determinants of stress-induced eating – A qualitative study
Appetite
2021
Measurement of lower-limb asymmetry in professional rugby league: a technical note describing the use of inertial measurement units
PeerJ
2020
Foot accelerations are larger than tibia accelerations during sprinting when measured with inertial measurement units
Journal of Sports Sciences
2019
Torso and Bowing Arm Three-Dimensional Joint Kinematics of Elite Cellists: Clinical and Pedagogical Implications for Practice
Medical Problems of Performing Artists
2017
A markerless motion capture technique for sport performance analysis and injury prevention: Toward a ‘big data’, machine learning future
Journal of Science and Medicine in Sport
2015
The expert eye? An inter-rater comparison of elite tennis serve kinematics and performance
Journal of Sports Sciences
2023
By failing to prepare, you are preparing your anterior cruciate ligament to fail
Scandinavian Journal of Medicine & Science in Sports
2019
The effect of planning time on penultimate and ultimate step kinematics and subsequent knee moments during sidestepping
Scandinavian Journal of Medicine & Science in Sports
2022
A 2-yr Biomechanically Informed ACL Injury Prevention Training Intervention in Female Field Hockey Players
Translational Journal of the American College of Sports Medicine
2019
A low cost 3D markerless system for the reconstruction of athletic techniques
2013 IEEE Workshop on Applications of Computer Vision (WACV)
2013
The influence of upper-body mechanics, anthropometry and isokinetic strength on performance in wrist-spin cricket bowling
Journal of Sports Sciences
2019
The inter-tester repeatability of a model for analysing elbow flexion-extension during overhead sporting movements
Medical & Biological Engineering & Computing
2018
Effects of Compliance on Trunk and Hip Integrative Neuromuscular Training on Hip Abductor Strength in Female Athletes
Journal of Strength and Conditioning Research
2014
Dancer perceptions of quantified dance surface mechanical properties
Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology
2011
Synthesising 2D Video from 3D Motion Data for Machine Learning Applications
Sensors
2022
Tennis Science
Unknown Venue
2015
Examining the Effects of Dynamic and Isometric Resistance Training on Knee Joint Kinetics During Unplanned Sidesteps in Elite Female Athletes
Journal of Strength & Conditioning Research
2024
Functional calibration does not improve the concurrent validity of magneto-inertial wearable sensor-based thorax and lumbar angle measurements when compared with retro-reflective motion capture
Medical & Biological Engineering & Computing
2021
Prescribing joint co-ordinates during model preparation to improve inverse kinematic estimates of elbow joint angles
Journal of Biomechanics
2017
Biomechanics and tennis
British Journal of Sports Medicine
2006
Testing for Athlete Citizenship
Unknown Venue
2019
The effect of antecedent exercise on the acute stress response and subsequent food consumption: a preliminary investigation
Physiology & Behavior
2021
Bend It Like Beckham: Ethnic Identity and Integration
Unknown Venue
2010
Field hockey sport-specific postures during unanticipated sidestepping: Implications for anterior cruciate ligament injury prevention
Journal of Sports Sciences
2020
Amine based CO2 capture – CFD simulation of absorber performance
Applied Mathematical Modelling
2016
Strength Training for the Windmill Softball Pitcher
Strength and Conditioning Journal
1999
The applied impact of ‘naïve’ statistical modelling of clustered observations of motion data in injury biomechanics research
Journal of Science and Medicine in Sport
2019
Measurement of 3-dimensional pole plant forces in an elite pole-vaulter over various approach distances
Procedia Engineering
2011
Injury prevention and athletic performance are not mutually exclusive: An anterior cruciate ligament injury prevention training program
Journal of Science and Medicine in Sport
2015
Illegal bowling actions contribute to performance in cricket finger‐spin bowlers
Scandinavian Journal of Medicine & Science in Sports
2018
Adding a weight to constrain the trunk increases knee joint kinetics during sidestep cutting in female athletes
Scientific Reports
2026
Clustering Offensive Strategies in Australian-Rules Football Using Social Network Analysis
Information
2024
The Eye in the Sky—A Method to Obtain On-Field Locations of Australian Rules Football Athletes
AI
2024
Exploring the psychological and physiological outcomes of recreational pole dancing: a non-randomised pilot study
Circus: Arts, Life, and Sciences
2024
Changes in acceleration load as measured by inertial measurement units manifest in the upper body after an extended running task
Journal of Sports Sciences
2022
Review of Best practices in school psychology.
Professional School Psychology
1987
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