The validity and reliability of commercially available resistance training monitoring devices : A systematic review

Journal article


Weakley, Jonathon, Morrison, Matthew, García-Ramos, Amador, Johnston, Rich, James, Lachlan and Cole, Michael H.. (2021). The validity and reliability of commercially available resistance training monitoring devices : A systematic review. Sports Medicine. 51(3), pp. 443-502. https://doi.org/10.1007/s40279-020-01382-w
AuthorsWeakley, Jonathon, Morrison, Matthew, García-Ramos, Amador, Johnston, Rich, James, Lachlan and Cole, Michael H.
Abstract

Background
Monitoring resistance training has a range of unique difficulties due to differences in physical characteristics and capacity between athletes, and the indoor environment in which it often occurs. Traditionally, methods such as volume load have been used, but these have inherent flaws. In recent times, numerous portable and affordable devices have been made available that purport to accurately and reliably measure kinetic and kinematic outputs, potentially offering practitioners a means of measuring resistance training loads with confidence. However, a thorough and systematic review of the literature describing the reliability and validity of these devices has yet to be undertaken, which may lead to uncertainty from practitioners on the utility of these devices.

Objective
A systematic review of studies that investigate the validity and/or reliability of commercially available devices that quantify kinetic and kinematic outputs during resistance training.

Methods
Following PRISMA guidelines, a systematic search of SPORTDiscus, Web of Science, and Medline was performed; studies included were (1) original research investigations; (2) full-text articles written in English; (3) published in a peer-reviewed academic journal; and (4) assessed the validity and/or reliability of commercially available portable devices that quantify resistance training exercises.

Results
A total of 129 studies were retrieved, of which 47 were duplicates. The titles and abstracts of 82 studies were screened and the full text of 40 manuscripts were assessed. A total of 31 studies met the inclusion criteria. Additional 13 studies, identified via reference list assessment, were included. Therefore, a total of 44 studies were included in this review.

Conclusion
Most of the studies within this review did not utilise a gold-standard criterion measure when assessing validity. This has likely led to under or overreporting of error for certain devices. Furthermore, studies that have quantified intra-device reliability have often failed to distinguish between technological and biological variability which has likely altered the true precision of each device. However, it appears linear transducers which have greater accuracy and reliability compared to other forms of device. Future research should endeavour to utilise gold-standard criterion measures across a broader range of exercises (including weightlifting movements) and relative loads.

Year2021
JournalSports Medicine
Journal citation51 (3), pp. 443-502
PublisherSpringer
ISSN0112-1642
Digital Object Identifier (DOI)https://doi.org/10.1007/s40279-020-01382-w
Scopus EID2-s2.0-85099964199
Open accessPublished as ‘gold’ (paid) open access
Research or scholarlyResearch
Page range443-502
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online21 Jan 2021
Publication process dates
Accepted29 Oct 2020
Deposited15 Jul 2021
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Reliability of the velocity achieved during the last repetition of sets to failure and its association with the velocity of the 1-repetition maximum
García-Ramos, Amador, Janicijevic, Danica, González-Hernández, Jorge M., Keogh, Justin W. L. and Weakley, Jonathon. (2020). Reliability of the velocity achieved during the last repetition of sets to failure and its association with the velocity of the 1-repetition maximum. PeerJ. 8, pp. 1 - 14. https://doi.org/10.7717/peerj.8760
Application of velocity loss thresholds during free-weight resistance training: Responses and reproducibility of perceptual, metabolic, and neuromuscular outcomes
Weakley, Jonathon, McLaren, Shaun, Ramirez-Lopez, Carlos, García-Ramos, Amador, Dalton-Barron, Nicholas, Banyard, Harry, Mann, Bryan, Weaving, Dan and Jones, Ben. (2020). Application of velocity loss thresholds during free-weight resistance training: Responses and reproducibility of perceptual, metabolic, and neuromuscular outcomes. Journal of Sports Sciences. 38(5), pp. 477 - 485. https://doi.org/10.1080/02640414.2019.1706831
Effect of competition frequency on strength performance of powerlifting athletes
Pearson, Joshua, Spathis, Jemima G., van den Hoek, Daniel J., Owen, Patrick J., Weakley, Jonathon and Latella, Christopher. (2020). Effect of competition frequency on strength performance of powerlifting athletes. Journal of Strength and Conditioning Research. 34(5), pp. 1213 - 1219. https://doi.org/10.1519/JSC.0000000000003563
Instant Notes in Sport and Exercise Biomechanics
Grimshaw, Paul, Cole, Michael Hugh, Burden, Adrian and Fowler, Neil. (2019). Instant Notes in Sport and Exercise Biomechanics Routledge.
Work, power and energy
Cole, Michael. (2019). Work, power and energy. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 209-218 Routledge. https://doi.org/10.4324/9781315636764-21
Conservation of energy
Cole, Michael. (2019). Conservation of energy. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 219-223 Routledge. https://doi.org/10.4324/9781315636764-22
Kicking
Cole, Michael. (2019). Kicking. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 289-295 Routledge. https://doi.org/10.4324/9781315636764-30
Pressure measurement
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Data smoothing, filtering and processing
Cole, Michael. (2019). Data smoothing, filtering and processing. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 375-381 Routledge. https://doi.org/10.4324/9781315636764-40
Optoelectronic analysis
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Golf
Cole, Michael. (2019). Golf. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 310-314 Routledge. https://doi.org/10.4324/9781315636764-32
Wearable sensors
Cole, Michael. (2019). Wearable sensors. In In Grimshaw, Paul, Cole, Michael, Burden, Adrian and Fowler, Neil (Ed.). Instant notes in sport and exercise biomechanics pp. 322-331 Routledge. https://doi.org/10.4324/9781315636764-34
Validity of real-time ultra-wideband global navigation satellite system data generated by a wearable microtechnology unit
Johnston, Rich D., Hewitt, Adam and Duthie, Grant. (2019). Validity of real-time ultra-wideband global navigation satellite system data generated by a wearable microtechnology unit. Journal of Strength and Conditioning Research. 34(7), pp. 2071-2075. https://doi.org/10.1519/JSC.0000000000003059
The influence of pre-season training loads on in-season match activities in professional Australian football players
Johnston, Rich D., Murray, Nicholas B. and Austin, Damien J.. (2019). The influence of pre-season training loads on in-season match activities in professional Australian football players. Science and Medicine in Football. 3(2), pp. 143-149. https://doi.org/10.1080/24733938.2018.1501160
Sub-maximal heart rate is associated with changes in high-intensity intermittent running ability in professional rugby league players
Hulin, Billy T., Gabbett, Tim J., Johnston, Rich D. and Jenkins, David G.. (2019). Sub-maximal heart rate is associated with changes in high-intensity intermittent running ability in professional rugby league players. Science and Medicine in Football. 3(1), pp. 50-56. https://doi.org/10.1080/24733938.2018.1475748
Rating of perceived challenge as a measure of internal load for technical skill performance
Hendricks, Sharief, Till, Kevin, Oliver, Jon L., Johnston, Rich D., Attwood, Matthew J., Brown, James Craig, Drake, David, MacLeod, Simon, Mellalieu, Stephen D. and Jones, Ben. (2019). Rating of perceived challenge as a measure of internal load for technical skill performance. British Journal of Sports Medicine. 53(10), pp. 611-613. https://doi.org/10.1136/bjsports-2018-099871
Trunk exercises improve balance in Parkinson disease: A phase II randomized controlled trial
Hubble, Ryan P., Silburn, Peter A., Naughton, Geraldine and Cole, Michael H.. (2019). Trunk exercises improve balance in Parkinson disease: A phase II randomized controlled trial. Journal of Neurologic Physical Therapy. 43(2), pp. 96 - 105. https://doi.org/10.1097/NPT.0000000000000258
Automatic detection of one-on-one tackles and ruck events using microtechnology in rugby union
Chambers, Ryan, Gabbett, Tim, Gupta, Ritu, Josman, Casey, Bown, Rhodri, Stridgeon, Paul and Cole, Michael H.. (2019). Automatic detection of one-on-one tackles and ruck events using microtechnology in rugby union. Journal of Science and Medicine in Sport. 22(7), pp. 827 - 832. https://doi.org/10.1016/j.jsams.2019.01.001
Validity of a microsensor-based algorithm for detecting scrum events in rugby union
Chambers, Ryan M., Gabbett, Tim J. and Cole, Michael H.. (2019). Validity of a microsensor-based algorithm for detecting scrum events in rugby union. International Journal of Sports Physiology and Performance. 14(2), pp. 176 - 182. https://doi.org/10.1123/ijspp.2018-0222
Associations between gait-related falls and gait adaptations when stepping onto a curb: A prospective falls study
Van Andel, Steven, Cole, Michael H. and Pepping, Gert-Jan. (2019). Associations between gait-related falls and gait adaptations when stepping onto a curb: A prospective falls study. Journal of Aging and Physical Activity. 27(3), pp. 309 - 315. https://doi.org/10.1123/japa.2018-0124
Using microtechnology to quantify torso angle during match-play in field hockey
Warman, Geoffrey Ernest, Cole, Michael H., Chalkley, Daniel, Johnston, richard and Pepping, Gert-Jan. (2019). Using microtechnology to quantify torso angle during match-play in field hockey. Journal of Strength and Conditioning Research. 33(10), pp. 2648 - 2654. https://doi.org/10.1519/JSC.0000000000003238
Principles of the guidance of exploration for orientation and specification of action
van Andel, Steven, McGuckian, Thomas B., Chalkley, Daniel, Cole, Michael H. and Pepping, Gert-Jan. (2019). Principles of the guidance of exploration for orientation and specification of action. Frontiers in Behavioral Neuroscience. 13, p. Article 231. https://doi.org/10.3389/fnbeh.2019.00231
Visual exploration when surrounded by affordances : Frequency of head movements is predictive of response speed
McGuckian, Thomas B., Cole, Michael H., Chalkley, Daniel, Jordet, Geir and Pepping, Gert-Jan. (2019). Visual exploration when surrounded by affordances : Frequency of head movements is predictive of response speed. Ecological Psychology. 31(1), pp. 30-48. https://doi.org/10.1080/10407413.2018.1495548
The influence of contextual factors on running performance in female Australian football match-play
Black, Georgia M., Gabbett, Tim, Naughton, Geraldine, Cole, Michael H., Johnston, Richard and Dawson, Brian. (2019). The influence of contextual factors on running performance in female Australian football match-play. Journal of Strength and Conditioning Research. 33(9), pp. 2488 - 2495. https://doi.org/10.1519/JSC.0000000000002142
The CuePed trial: How does environmental complexity impact cue effectiveness? A comparison of tonic and phasic visual cueing in simple and complex environments in a Parkinson’s disease population with freezing of gait
Marsh, Rodney, Cole, Michael H., Dissanayaka, Nadeeka N. W., Au, Tiffany R., Clewett, Sandra, O'Sullivan, John D. and Silburn, Peter A.. (2019). The CuePed trial: How does environmental complexity impact cue effectiveness? A comparison of tonic and phasic visual cueing in simple and complex environments in a Parkinson’s disease population with freezing of gait. Parkinson's Disease. 2019, pp. 1 - 6. https://doi.org/10.1155/2019/2478980
A skill profile of the national women’s Australian football league (AFLW)
Black, Georgia M., Gabbett, Tim J., Johnston, Rich D., Cole, Michael H., Naughton, Geraldine and Dawson, Brian. (2019). A skill profile of the national women’s Australian football league (AFLW). Science and Medicine in Football. 3(2), pp. 138-142. https://doi.org/10.1080/24733938.2018.1489140
Structure of force variability during squats performed with an inertial flywheel device under stable versus unstable surfaces
Moras, Gerard, Vázquez-Guerrero, Jairo, Fernández-Valdés, Bruno, Rosas-Casals, Marti, Weakley, Jonathon, Jones, Ben and Sampaio, Jaime. (2019). Structure of force variability during squats performed with an inertial flywheel device under stable versus unstable surfaces. Human Movement Science. 66, pp. 497 - 503. https://doi.org/10.1016/j.humov.2019.05.022
Alternate subthalamic nucleus deep brain stimulation parameters to manage motor symptoms of Parkinson's disease: Systematic review and meta-analysis
Conway, Zachary J., Silburn, Peter A., Thevathasan, Wesley, O'Maley, Karen, Naughton, Geraldine and Cole, Michael H.. (2019). Alternate subthalamic nucleus deep brain stimulation parameters to manage motor symptoms of Parkinson's disease: Systematic review and meta-analysis. Movement disorders clinical practice. 6(1), pp. 17 - 26. https://doi.org/10.1002/mdc3.12681
Assessment of the load-velocity profile in the free-weight prone bench pull exercise through different velocity variables and regression models
García-Ramos, Amador, Ulloa-Díaz, David, Barboza-González, Paola, Rodríguez-Perea, Ángela, Martínez-García, Darío, Quidel-Catrilelbún, Mauricio, Guede-Rojas, Francisco, Cuevas-Aburto, Jesualdo, Janicijevic, Danica and Weakley, Jonathon. (2019). Assessment of the load-velocity profile in the free-weight prone bench pull exercise through different velocity variables and regression models. PLoS ONE. 14(2), pp. 1 - 12. https://doi.org/10.1371/journal.pone.0212085
Gait velocity and joint power generation after stroke: Contribution of strength and balance
Mentiplay, Benjamin F., Williams, Gavin, Tan, Dawn, Adair, Brooke, Yong-Hao, Pua, Bok, Chek Wai, Bower, Kelly J., Cole, Michael H., Ng, Yee Sien, Lim, Lek Syn and Clark, Ross A.. (2019). Gait velocity and joint power generation after stroke: Contribution of strength and balance. American Journal of Physical Medicine and Rehabilitation. 98(10), pp. 841 - 849. https://doi.org/10.1097/PHM.0000000000001122
Influence of age and falls incidence on tau guidance of centre of pressure movement during gait initiation
Van Andel, Steven, Cole, Michael H. and Pepping, Gert-Jan. (2019). Influence of age and falls incidence on tau guidance of centre of pressure movement during gait initiation. Gait & Posture. 70, pp. 104 - 108. https://doi.org/10.1016/j.gaitpost.2019.02.030
Criterion validity of force and power outputs for a commonly used flywheel resistance training device and bluetooth app
Weakley, Jonathon, Fernández-Valdés, Bruno, Thomas, Liam, Ramirez-Lopez, Carlos and Jones, Ben. (2019). Criterion validity of force and power outputs for a commonly used flywheel resistance training device and bluetooth app. Journal of Strength and Conditioning Research. 33(5), pp. 1180 - 1184. https://doi.org/10.1519/JSC.0000000000003132
The effects of augmented feedback on sprint, jump, and strength adaptations in rugby union players after a 4-week training program
Weakley, Jonathon, Till, Kevin, Sampson, John Andrew, Banyard, Harry, Leduc, Cédric, Wilson, Kyle M., Roe, Gregory A. B. and Jones, Ben. (2019). The effects of augmented feedback on sprint, jump, and strength adaptations in rugby union players after a 4-week training program. International Journal of Sports Physiology and Performance. 14(9), pp. 1205 - 1211. https://doi.org/10.1123/ijspp.2018-0523
Reliability and validity of different methods of estimating the one-repetition maximum during the free-weight prone bench pull exercise
García-Ramos, Amador, Barboza-González, Paola, Ulloa-Díaz, David, Rodríguez-Perea, Ángela, Martínez-García, Darío, Guede-Rojas, Francisco, Hinojosa-Riveros, Hans, Chirosa-Ríos, Luis Javier, Cuevas-Aburto, Jesualdo, Janicijevic, Danica and Weakley, Jonathon. (2019). Reliability and validity of different methods of estimating the one-repetition maximum during the free-weight prone bench pull exercise. Journal of Sports Sciences. 37(19), pp. 2205 - 2212. https://doi.org/10.1080/02640414.2019.1626071
Influence of physical characteristics and match outcome on technical errors during rugby league match play
Johnston, Richard. (2019). Influence of physical characteristics and match outcome on technical errors during rugby league match play. International Journal of Sports Physiology and Performance. 14(8), pp. 1043 - 1049. https://doi.org/10.1123/ijspp.2018-0354
Lower-limb muscle function during sidestep cutting
Maniar, Nirav, Schache, Anthony G., Cole, Michael H. and Opar, David. (2019). Lower-limb muscle function during sidestep cutting. Journal of Biomechanics. 82, pp. 186 - 192. https://doi.org/10.1016/j.jbiomech.2018.10.021
The peak duration-specific locomotor demands and concurrent collision frequencies of European Super League rugby
Weaving, Dan, Sawczuk, Thomas, Williams, Sean, Scott, Tannath, Till, Kevin, Beggs, Clive, Johnston, Rich D. and Jones, Ben. (2019). The peak duration-specific locomotor demands and concurrent collision frequencies of European Super League rugby. Journal of Sports Sciences. 37(3), pp. 322-330. https://doi.org/10.1080/02640414.2018.1500425
Technical skill training framework and skill load measurements for the rugby union tackle
Hendricks, Sharief, Till, Kevin, Oliver, Jon L., Johnston, Rich D., Attwood, Matthew, Brown, James, Drake, David, MacLeod, Simon, Mellalieu, Stephen D., Treu, Paul and Jones, Ben. (2018). Technical skill training framework and skill load measurements for the rugby union tackle. Strength and Conditioning Journal. 40(5), pp. 44-59. https://doi.org/10.1519/SSC.0000000000000400
Trunk exercises improve gait symmetry in Parkinson disease: a blind phase ii randomised-controlled trial
Hubble, Ryan P., Naughton, Geraldine, Silburn, Peter A. and Cole, Michael H.. (2018). Trunk exercises improve gait symmetry in Parkinson disease: a blind phase ii randomised-controlled trial. American Journal of Physical Medicine and Rehabilitation. 97(3), pp. 151 - 159. https://doi.org/10.1097/PHM.0000000000000858
Organized chaos in late specialization team sports: Weekly training loads of elite adolescent rugby union players
Phibbs, Padraic J., Jones, Ben, Roe, Gregory A. B., Read, Dale B., Darrall-Jones, Joshua David, Weakley, Jonathon, Rock, Andrew and Till, Kevin. (2018). Organized chaos in late specialization team sports: Weekly training loads of elite adolescent rugby union players. Journal of Strength and Conditioning Research. 32(5), pp. 1316 - 1323. https://doi.org/10.1519/JSC.0000000000001965
Balance control systems in Parkinson's disease and the impact of pedunculopontine area stimulation
Perera, Thushara, Tan, Joy L., Cole, Michael H., Yohanandan, Shivy A. C., Silberstein, Paul, Cook, Raymond, Peppard, Richard, Aziz, Tipu, Coyne, Terry, Brown, Peter, Silburn, Peter A. and Thevathasan, Wesley. (2018). Balance control systems in Parkinson's disease and the impact of pedunculopontine area stimulation. Brain. 141(10), pp. 3009 - 3022. https://doi.org/10.1093/brain/awy216
The influence of physical qualities on activity profiles of female Australian Football match play
Black, Georgia M., Gabbett, Tim J., Johnston, Richard D., Cole, Michael H., Naughton, Geraldine and Dawson, Brian. (2018). The influence of physical qualities on activity profiles of female Australian Football match play. International Journal of Sports Physiology and Performance. 13(4), pp. 524 - 529. https://doi.org/10.1123/ijspp.2016-0723
The physical characteristics of specific phases of play during rugby union match play
Read, Dale B., Jones, Ben, Williams, Sean, Phibbs, Padraic J., Darrall-Jones, Joshua David, Roe, Gregory A. B., Weakley, Jonathon, Rock, Andrew and Till, Kevin. (2018). The physical characteristics of specific phases of play during rugby union match play. International Journal of Sports Physiology and Performance. 13(10), pp. 1331 - 1336. https://doi.org/10.1123/ijspp.2017-0625
The influence of rotations on match running performance in female Australian football midfielders
Black, Georgia M., Gabbett, Tim J., Johnston, Richard D., Naughton, Geraldine, Cole, Michael H. and Dawson, Brian. (2018). The influence of rotations on match running performance in female Australian football midfielders. International Journal of Sports Physiology and Performance. 13(4), pp. 434 - 441. https://doi.org/10.1123/ijspp.2017-0175
Gait characteristics and falls in Parkinson's disease: A systematic review and meta-analysis
Creaby, Mark W. and Cole, Michael H.. (2018). Gait characteristics and falls in Parkinson's disease: A systematic review and meta-analysis. Parkinsonism and Related Disorders. 57, pp. 1 - 8. https://doi.org/10.1016/j.parkreldis.2018.07.008
Don’t turn blind! The relationship between exploration before ball possession and on-ball performance in association football
McGuckian, Thomas B., Cole, Michael H., Jordet, Geir, Chalkley, Daniel and Pepping, Gert-Jan. (2018). Don’t turn blind! The relationship between exploration before ball possession and on-ball performance in association football. Frontiers in Psychology. 9(Article 2520). https://doi.org/10.3389/fpsyg.2018.02520
Perceptual-motor regulation in locomotor pointing while approaching a curb
Van Andel, Steven, Cole, Michael H. and Pepping, Gert-Jan. (2018). Perceptual-motor regulation in locomotor pointing while approaching a curb. Gait & Posture. 60(February 2018), pp. 164 - 170. https://doi.org/10.1016/j.gaitpost.2017.12.006
Understanding the relationship between coach and athlete perceptions of training intensity in youth sport
Scantlebury, Sean, Till, Kevin, Sawczuk, Tom, Weakley, Jonathon and Jones, Ben. (2018). Understanding the relationship between coach and athlete perceptions of training intensity in youth sport. Journal of Strength and Conditioning Research. 32(11), pp. 3239 - 3245. https://doi.org/10.1519/JSC.0000000000002204
Dynamic balance control during stair negotiation for older adults and people with Parkinson disease
Conway, Zachary, Blackmore, Tim, Silburn, Peter A. and Cole, Michael H.. (2018). Dynamic balance control during stair negotiation for older adults and people with Parkinson disease. Human Movement Science. 59, pp. 30 - 36. https://doi.org/10.1016/j.humov.2018.03.012
The organised chaos of English adolescent rugby union: Influence of weekly match frequency on the variability of match and training loads
Phibbs, Padraic J., Jones, Ben, Roe, Gregory A. B., Read, Dale B., Darrall-Jones, Joshua David, Weakley, Jonathon, Rock, Andrew and Till, Kevin. (2018). The organised chaos of English adolescent rugby union: Influence of weekly match frequency on the variability of match and training loads. European Journal of Sport Science. 18(3), pp. 341 - 348. https://doi.org/10.1080/17461391.2017.1418026
Between-day reliability and usefulness of a fitness testing battery in youth sport athletes: Reference data for practitioners
Sawczuk, Thomas, Jones, Ben, Scantlebury, Sean, Weakley, Jonathon, Read, Dale B., Costello, Nessan, Darrall-Jones, Joshua David, Stokes, Keith A. and Till, Kevin. (2018). Between-day reliability and usefulness of a fitness testing battery in youth sport athletes: Reference data for practitioners. Measurement in Physical Education and Exercise Science. 22(1), pp. 11 - 18. https://doi.org/10.1080/1091367X.2017.1360304
A systematic review of the technology-based assessment of visual perception and exploration behaviour in association football
McGuckian, Thomas B., Cole, Michael H. and Pepping, Gert-Jan. (2018). A systematic review of the technology-based assessment of visual perception and exploration behaviour in association football. Journal of Sports Sciences. 36(8), pp. 861-880. https://doi.org/10.1080/02640414.2017.1344780
Bigger, stronger, faster, fitter: The differences in physical qualities of school and academy rugby union players
Jones, Ben, Weaving, Dan, Tee, Jason, Darrall-Jones, Joshua David, Weakley, Jonathon, Phibbs, Padraic J., Read, Dale B., Roe, Gregory A. B., Hendricks, Sharief and Till, Kevin. (2018). Bigger, stronger, faster, fitter: The differences in physical qualities of school and academy rugby union players. Journal of Sports Sciences. 36(21), pp. 2399 - 2404. https://doi.org/10.1080/02640414.2018.1458589
Wearable technology reveals gait compensations, unstable walking patterns and fatigue in people with multiple sclerosis
Psarakis, Michael, Greene, David A., Cole, Michael H., Lord, Stephen R., Hoang, Phu and Brodie, Matthew A. D.. (2018). Wearable technology reveals gait compensations, unstable walking patterns and fatigue in people with multiple sclerosis. Physiological Measurement. 39(7), pp. 1 - 13. https://doi.org/10.1088/1361-6579/aac0a3
Applied sport science of Australian football: A systematic review
Johnston, Richard, Black, Georgia M., Harrison, Peter W., Murray, Nick B. and Austin, Damien J.. (2018). Applied sport science of Australian football: A systematic review. Sports Medicine. 48(7), pp. 1673 - 1694. https://doi.org/10.1007/s40279-018-0919-z
Physical fitness and peak running periods during female Australian football match-play
Black, Georgia M., Gabbett, Tim J., Johnston, Rich D., Cole, Michael H., Naughton, Geraldine and Dawson, Brian. (2018). Physical fitness and peak running periods during female Australian football match-play. Science and Medicine in Football. 2(3), pp. 246 - 251. https://doi.org/10.1080/24733938.2018.1426103
Regulation of locomotor pointing across the lifespan: Investigating age-related influences on perceptual-motor coupling
van Andel, Steven, Cole, Michael H. and Pepping, Gert-Jan. (2018). Regulation of locomotor pointing across the lifespan: Investigating age-related influences on perceptual-motor coupling. PLoS ONE. 13(7), pp. 1 - 16. https://doi.org/10.1371/journal.pone.0200244
Evidence of compensatory joint kinetics during stair ascent and descent in Parkinson's disease
Conway, Zachary J., Silburn, Peter A., Blackmore, Tim and Cole, Michael H.. (2017). Evidence of compensatory joint kinetics during stair ascent and descent in Parkinson's disease. Gait & Posture. 52, pp. 33-39. https://doi.org/10.1016/j.gaitpost.2016.11.017
Imposed faster and slower walking speeds influence gait stability differently in Parkinson fallers
Cole, Michael H., Sweeney, Matthew, Conway, Zachary, Blackmore, Tim and Silburn, Peter A.. (2017). Imposed faster and slower walking speeds influence gait stability differently in Parkinson fallers. Archives of Physical Medicine and Rehabilitation. 98(4), pp. 639-648. https://doi.org/10.1016/j.apmr.2016.11.008
Changes in rugby league tackling ability during a competitive season : The relationship with strength and power qualities
Speranza, Michael J. A., Gabbett, Tim J., Greene, David A., Johnston, Rich D. and Sheppard, Jeremy M.. (2017). Changes in rugby league tackling ability during a competitive season : The relationship with strength and power qualities. Journal of Strength and Conditioning Research. 31(12), pp. 3311-3318. https://doi.org/10.1519/JSC.0000000000001540
Automatic detection of pitching and throwing events in baseball with inertial measurement sensors
Murray, Nick B., Black, Georgia M., Whiteley, Rod J., Gahan, Peter, Cole, Michael H., Utting, Andy and Gabbett, Tim J.. (2017). Automatic detection of pitching and throwing events in baseball with inertial measurement sensors. International Journal of Sports Physiology and Performance. 12(4), pp. 533-537. https://doi.org/10.1123/ijspp.2016-0212
Validity of daily and weekly self-reported training load measures in adolescent athletes
Phibbs, Padraic J., Roe, Gregory, Jones, Ben, Read, Dale B., Weakley, Jonathon, Darrall-Jones, Joshua and Till, Kevin. (2017). Validity of daily and weekly self-reported training load measures in adolescent athletes. Journal of Strength and Conditioning Research. 31(4), pp. 1121 - 1126. https://doi.org/10.1519/JSC.0000000000001708
Wearable microtechnology can accurately identify collision events during professional rugby league match-play
Hulin, Billy T., Gabbett, Tim J., Johnston, Rich D. and Jenkins, David G.. (2017). Wearable microtechnology can accurately identify collision events during professional rugby league match-play. Journal of Science and Medicine in Sport. 20(7), pp. 638-642. https://doi.org/10.1016/j.jsams.2016.11.006
Neuromuscular impairments are associated with impaired head and trunk stability during gait in Parkinson fallers
Cole, Michael H., Naughton, Geraldine A. and Silburn, Peter A.. (2017). Neuromuscular impairments are associated with impaired head and trunk stability during gait in Parkinson fallers. Neurorehabilitation and Neural Repair. 31(1), pp. 34-47. https://doi.org/10.1177/1545968316656057
Influence of physical maturity status on sprinting speed among youth soccer players
McCunn, Robert, Weston, Matthew, Hill, John KA, Johnston, Richard and Gibson, Neil V.. (2017). Influence of physical maturity status on sprinting speed among youth soccer players. Journal of Strength and Conditioning Research. 31(7), pp. 1795 - 1801. https://doi.org/10.1519/JSC.0000000000001654
Movement and physical demands of school and university rugby union match-play in England
Read, Dale, Weaving, Daniel, Phibbs, Padraic, Darrall-Jones, Joshua, Roe, Gregory, Weakley, Jonathon, Hendricks, Sharief, Till, Kevin and Jones, Ben. (2017). Movement and physical demands of school and university rugby union match-play in England. BMJ Open Sport & Exercise Medicine. 2(1), pp. 1 - 7. https://doi.org/10.1136/bmjsem-2016-000147
The effect of physical contact on changes in fatigue markers following rugby union field-based training
Roe, Gregory, Darrall-Jones, Joshua, Till, Kevin, Phibbs, Padraic, Read, Dale, Weakley, Jonathon, Rock, Andrew and Jones, Ben. (2017). The effect of physical contact on changes in fatigue markers following rugby union field-based training. European Journal of Sport Science. 17(6), pp. 647 - 655. https://doi.org/10.1080/17461391.2017.1287960
To jump or cycle? Monitoring neuromuscular function in rugby union players
Roe, Gregory, Darrall-Jones, Joshua, Till, Kevin, Phibbs, Padraic J., Read, Dale, Weakley, Jonathon and Jones, Ben. (2017). To jump or cycle? Monitoring neuromuscular function in rugby union players. International Journal of Sports Physiology and Performance. 12(5), pp. 690 - 696. https://doi.org/10.1123/ijspp.2016-0273
Effect of different repeated-high-intensity-effort bouts on subsequent running, skill performance, and neuromuscular function
Johnston, Rich D., Gabbett, Tim J., Jenkins, David G. and Speranza, Michael J.. (2016). Effect of different repeated-high-intensity-effort bouts on subsequent running, skill performance, and neuromuscular function. International Journal of Sports Physiology and Performance. 11(3), pp. 311-318. https://doi.org/10.1123/ijspp.2015-0243
Assessing stability in mild and moderate Parkinson's disease : Can clinical measures provide insight?
Hubble, Ryan P., Silburn, Peter A., Naughton, Geraldine A. and Cole, Michael H.. (2016). Assessing stability in mild and moderate Parkinson's disease : Can clinical measures provide insight? Gait & Posture. 49(1), pp. 7-13. https://doi.org/10.1016/j.gaitpost.2016.06.002
A systematic review on perceptual-motor calibration to changes in action capabilities
van Andel, Steven, Cole, Michael H. and Pepping, Gert-Jan. (2016). A systematic review on perceptual-motor calibration to changes in action capabilities. Human Movement Science. 51(1), pp. 59-71. https://doi.org/10.1016/j.humov.2016.11.004
Monitoring workload in throwing-dominant sports : A systematic review
Black, Georgia M., Gabbett, Tim J., Cole, Michael H. and Naughton, Geraldine. (2016). Monitoring workload in throwing-dominant sports : A systematic review. Sports Medicine. 46, pp. 1503-1516. https://doi.org/10.1007/s40279-016-0529-6
The effect of body mass on the 30-15 intermittent fitness test in rugby union players
Darrall-Jones, Joshua David, Roe, Gregory A. B., Carney, Shane, Clayton, Ryan, Phibbs, Padraic J., Read, Dale B., Weakley, Jonathon, Till, Kevin and Jones, Ben. (2016). The effect of body mass on the 30-15 intermittent fitness test in rugby union players. International Journal of Sports Physiology and Performance. 11(3), pp. 400 - 403. https://doi.org/10.1123/ijspp.2015-0231
Between-days reliability and sensitivity of common fatigue measures in rugby players
Roe, Gregory A. B., Darrall-Jones, Joshua David, Till, Kevin, Phibbs, Padraic J., Read, Dale B., Weakley, Jonathon and Jones, Ben. (2016). Between-days reliability and sensitivity of common fatigue measures in rugby players. International Journal of Sports Physiology and Performance. 11(5), pp. 581 - 586. https://doi.org/10.1123/ijspp.2015-0413
Use of a short-form balance confidence scale to predict future recurrent falls in people with Parkinson Disease
Cole, Michael H., Rippey, Jodi, Naughton, Geraldine A. and Silburn, Peter A.. (2016). Use of a short-form balance confidence scale to predict future recurrent falls in people with Parkinson Disease. Archives of Physical Medicine and Rehabilitation. 97(1), pp. 152-156. https://doi.org/10.1016/j.apmr.2015.07.027
The biomechanics of the modern golf swing : Implications for lower back injuries
Cole, Michael H. and Grimshaw, Paul N.. (2016). The biomechanics of the modern golf swing : Implications for lower back injuries. Sports Medicine. 46(3), pp. 339-351. https://doi.org/10.1007/s40279-015-0429-1
Are three contact efforts really reflective of a repeated high-intensity effort bout?
Johnston, Rich D., Gabbett, Tim J., Walker, Shane, Walker, Ben and Jenkins, David G.. (2015). Are three contact efforts really reflective of a repeated high-intensity effort bout? Journal of Strength and Conditioning Research. 29(3), pp. 816-821. https://doi.org/10.1519/JSC.0000000000000679
The use of wearable microsensors to quantify sport-specific movements
Chambers, Ryan, Gabbett, Tim J., Cole, Michael H. and Beard, Adam. (2015). The use of wearable microsensors to quantify sport-specific movements. Sports Medicine. 45(7), pp. 1065-1081. https://doi.org/10.1007/s40279-015-0332-9
Wearable sensor use for assessing standing balance and walking stability in people with Parkinson’s Disease: A systematic review
Hubble, Ryan, Naughton, Geraldine, Silburn, Peter and Cole, Michael. (2015). Wearable sensor use for assessing standing balance and walking stability in people with Parkinson’s Disease: A systematic review. PLoS ONE. 10(4), pp. 1 - 22. https://doi.org/10.1371/journal.pone.0123705
The influence of physical fitness and playing standard on pacing strategies during a team-sport tournament
Johnston, Rich, Gabbett, Tim and Jenkins, David. (2015). The influence of physical fitness and playing standard on pacing strategies during a team-sport tournament. International Journal of Sports Physiology and Performance. 10(8), pp. 1001 - 1008. https://doi.org/10.1123/ijspp.2015-0005
Fatigue and pacing in rugby league players
Johnston, Richard. (2015). Fatigue and pacing in rugby league players [Thesis]. https://doi.org/10.4226/66/5a9cbe35b0b9e
Influence of playing standard and physical fitness on activity profiles and post-match fatigue during intensified junior rugby league competition
Johnston, Rich, Gabbett, Tim and Jenkins, David. (2015). Influence of playing standard and physical fitness on activity profiles and post-match fatigue during intensified junior rugby league competition. Sports Medicine - Open. 1(18), pp. 1 - 10. https://doi.org/10.1186/s40798-015-0015-y
Relationship between a standardized tackling proficiency test and match-play tackle performance in semiprofessional Rugby League players
Speranza, Michael, Gabbett, Tim, Johnston, Rich and Sheppard, Jeremy. (2015). Relationship between a standardized tackling proficiency test and match-play tackle performance in semiprofessional Rugby League players. International Journal of Sports Physiology and Performance. 10(6), pp. 754 - 760. https://doi.org/10.1123/ijspp.2015-0044
Muscular strength and power correlates of tackling ability in semiprofessional Rugby League players
Speranza, Michael, Gabbett, Tim, Johnston, Richard and Sheppard, Jeremy. (2015). Muscular strength and power correlates of tackling ability in semiprofessional Rugby League players. Journal of Strength and Conditioning Research. 29(8), pp. 2071 - 2078. https://doi.org/10.1519/JSC.0000000000000897
Trunk muscle exercises as a means of improving postural stability in people with Parkinson's disease : A protocol for a randomised controlled trial
Hubble, Ryan P., Naughton, Geraldine A., Silburn, Peter and Cole, Michael H.. (2014). Trunk muscle exercises as a means of improving postural stability in people with Parkinson's disease : A protocol for a randomised controlled trial. BMJ Open. 4(12), pp. 1 - 9. https://doi.org/10.1136/bmjopen-2014-006095
Concurrent validity of accelerations measured using tri-axial inertial measurement unit while walking on firm, compliant and uneven surfaces
Cole, Michael H., van den Hoorn, Wolbert, Kavanagh, Justin K., Morrison, Steven, Hodges, Paul W., Smeathers, James E. and Kerr, Graham K.. (2014). Concurrent validity of accelerations measured using tri-axial inertial measurement unit while walking on firm, compliant and uneven surfaces. PLoS ONE. 9(5), pp. 1 - 12. https://doi.org/10.1371/journal.pone.0098395
Applied sport science of Rugby League
Johnston, Rich, Gabbett, Tim J. and Jenkins, David. (2014). Applied sport science of Rugby League. Sports Medicine: reviews of applied medicine and science in sport and exercise. 44(8), pp. 1087 - 1100. https://doi.org/10.1007/s40279-014-0190-x
Executive function and postural instability in people with Parkinson's disease
Xu, Dong, Cole, Michael H., Mengersen, Kerrie, Silburn, Peter A., Qiu, Feng, Graepel, Cara and Kerr, Graham. (2014). Executive function and postural instability in people with Parkinson's disease. Parkinson's Disease. 2014(1), pp. 1 - 8. https://doi.org/10.1155/2014/684758
The crunch factor's role in golf-related low back pain
Cole, Michael H. and Grimshaw, Paul N.. (2014). The crunch factor's role in golf-related low back pain. Spine Journal. 14(5), pp. 799-807. https://doi.org/10.1016/j.spinee.2013.09.019
Influence of Physical Contact on Pacing Strategies During Game-Based Activities
Johnston, Rich, Gabbett, Tim, Seibold, Anthony and Jenkins, David. (2014). Influence of Physical Contact on Pacing Strategies During Game-Based Activities. International Journal of Sports Physiology and Performance. 9(5), pp. 811 - 816. https://doi.org/10.1123/ijspp.2013-0424
Professionalism, golf coaching and a Master of Science degree : A commentary
Cole, Michael H.. (2014). Professionalism, golf coaching and a Master of Science degree : A commentary. International Journal of Sports Science and Coaching. 9(4), pp. 861-864. https://doi.org/10.1260/1747-9541.9.4.717
Effects of textured insoles on balance in people with Parkinson's Disease
Qiu, Feng, Cole, Michael H., Davids, Keith W., Hennig, Ewald M., Silburn, Peter A., Netscher, Heather and Kerr, Graham K.. (2013). Effects of textured insoles on balance in people with Parkinson's Disease. PLoS ONE. 8(12), pp. 1 - 8. https://doi.org/10.1371/journal.pone.0083309
Physiological responses to an intensified period of rugby league competition
Johnston, Rich D., Gibson, Neil V., Twist, Craig, Gabbett, Tim. J., MacNay, Sophie A. and MacFarlane, Niall G.. (2013). Physiological responses to an intensified period of rugby league competition. Journal of Strength and Conditioning Research. 27(3), pp. 643-654. https://doi.org/10.1519/JSC.0b013e31825bb469
Relationship between measures of aerobic fitness, speed and repeated sprint ability in full and part time youth soccer players
Gibson, Neil V., Currie, J., Johnston, Richard and Hill, J.. (2013). Relationship between measures of aerobic fitness, speed and repeated sprint ability in full and part time youth soccer players. Journal of Sports Medicine and Physical Fitness. 53(1), pp. 9 - 16.
Influence of an intensified competition on fatigue and match performance in junior rugby league players
Johnston, Richard, Gabbett, Timothy and Jenkins, David. (2013). Influence of an intensified competition on fatigue and match performance in junior rugby league players. Journal of Science and Medicine in Sport. https://doi.org/10.1016/j.jsams.2012.10.009
Cognitive tasks influence balance performance in people with Parkinson's disease
Xu, Dong, Muthalib, Mark, Pegoraro, Roger, Mengersen, Kerrie, Cole, Michael, Silburn, Peter and Kerr, Graham. (2013). Cognitive tasks influence balance performance in people with Parkinson's disease. 17th International Congress of Parkinson's Disease and Movement Disorders. United States of America: Movement Disorders Society. pp. S200 - S200
A secondary motor task exaggerates gait deficits in Parkinson's fallers
Kerr, Graham K., Cole, Michael, Wood, Joanne M. and Silburn, Peter A.. (2012). A secondary motor task exaggerates gait deficits in Parkinson's fallers. Congress of the International Society of Electrophysiology & Kinesiology. International Society of Electrophysiology & Kinesiology.
How well do clinical tests predict future falls in older people?
Kerr, Graham K., Wood, Joanne M., Lacherez, Philippe F. and Cole, Michael H.. (2012). How well do clinical tests predict future falls in older people?
Cognitive function and postural instability in people with Parkinson's disease
Xu, Dong, Cole, Michael, Mengersen, Kerrie, Silburn, Peter and Kerr, Graham. (2012). Cognitive function and postural instability in people with Parkinson's disease.
Hamstring asymmetry: The key to recurring injury
Hill, Cameron and Cole, Michael. (2012). Hamstring asymmetry: The key to recurring injury.
A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation
Thevathasan, Wesley, Cole, Michael H., Graepel, Cara L., Hyam, Jonathan A., Jenkinson, Ned, Brittain, John-Stuart, Coyne, Terry J., Silburn, Peter A., Aziz, Tipu Z., Kerr, Graham K. and Brown, Peter. (2012). A spatiotemporal analysis of gait freezing and the impact of pedunculopontine nucleus stimulation. Brain. 135, pp. 1446 - 1454. https://doi.org/10.1093/brain/aws039
Performance of a secondary motor task reveals altered gait patterns in future Parkinson's fallers
Kerr, Graham K., Cole, Michael H., Wood, Joanne M. and Silburn, Peter A.. (2012). Performance of a secondary motor task reveals altered gait patterns in future Parkinson's fallers.
Pedunculopontine nucleus deep brain stimulation produces sustained improvement in primary progressive freezing of gait
Wilcox, Robert A., Cole, Michael H., Wong, David, Coyne, Terry, Silburn, Peter and Kerr, Graham. (2011). Pedunculopontine nucleus deep brain stimulation produces sustained improvement in primary progressive freezing of gait. Journal of Neurology, Neurosurgery and Psychiatry. 82(11), pp. 1256 - 1259. https://doi.org/10.1136/jnnp.2010.213462
Falls in Parkinson's disease: Evidence for altered stepping strategies on compliant surfaces
Cole, Michael H., Silburn, Peter A., Wood, Joanne M. and Kerr, Graham K.. (2011). Falls in Parkinson's disease: Evidence for altered stepping strategies on compliant surfaces. Parkinsonism and Related Disorders. 17(8), pp. 610 - 616. https://doi.org/10.1016/j.parkreldis.2011.05.019
Risk of falls, injurious falls, and other injuries resulting from visual impairment among older adults with age-related macular degeneration
Wood, Joanne M., Lacherez, Philippe, Black, Alex A., Cole, Michael H., Boon, Mei Ying and Kerr, Graham K.. (2011). Risk of falls, injurious falls, and other injuries resulting from visual impairment among older adults with age-related macular degeneration. Investigative Ophthalmology and Visual Science. 52(8), pp. 5088 - 5092. https://doi.org/10.1167/iovs.10-6644
Falls in Parkinson's disease: Kinematic evidence for impaired head and trunk control
Cole, Michael H., Silburn, Peter A., Wood, Joanne M., Worringham, Charles J. and Kerr, Graham K.. (2010). Falls in Parkinson's disease: Kinematic evidence for impaired head and trunk control. Movement Disorders. 25(14), pp. 2369 - 2378. https://doi.org/10.1002/mds.23292
Postural stability and gait among older adults with age-related maculopathy
Wood, Joanne M., Lacherez, Philippe F., Black, Alex A., Cole, Michael H., Boon, Mei Ying and Kerr, Graham K.. (2009). Postural stability and gait among older adults with age-related maculopathy. Investigative Ophthalmology and Visual Science. 50(1), pp. 482 - 487. https://doi.org/10.1167/iovs.08-1942
The x-factor and its relationship to golfing performance
Cole, Michael H. and Grimshaw, Paul N.. (2009). The x-factor and its relationship to golfing performance. Journal of Quantitative Analysis in Sports. 5(1), pp. 1 - 19. https://doi.org/10.2202/1559-0410.1134
Electromyography of the trunk and abdominal muscles in golfers with and without low back pain
Cole, M. H. and Grimshaw, P. N.. (2008). Electromyography of the trunk and abdominal muscles in golfers with and without low back pain. Journal of Science and Medicine in Sport. 11(2), pp. 174 - 181. https://doi.org/10.1016/j.jsams.2007.02.006
Trunk muscle onset and cessation in golfers with and without low back pain
Cole, M. H. and Grimshaw, P. N.. (2008). Trunk muscle onset and cessation in golfers with and without low back pain. Journal of Biomechanics. 41(13), pp. 2829 - 2833. https://doi.org/10.1016/j.jbiomech.2008.07.004