Article focussed on snowboard performance at Burton Open Aussie Half-Pipe Championships [...]

Article Title

Analysis Of Snowboard Performance At The Burton Open Australian Half-Pipe Championships.

Article Authors

Jason William Harding and Daniel Arthur James

Abstract

Half-pipe snowboarding performance is assessed by subjective measures. Knowledge of the relative importance of objective performance indicators however can improve training and competition performance assessment. We analysed previously developed key performance indicators at the Burton Open Australian Half-Pipe Championships over three years (2006, 2007, 2008). Linear regression showed the two individual key performance indicators most strongly correlated to competition success and multiple linear regression (enter method) showed the shared variance in scores explained by these objective variables. The two objective performance variables most highly correlated with competition success were average air time (AAT) and average degree of rotation (ADR). When combined (multiple linear regression), AAT and ADR objectively explain 71 – 94% of shared variance in subjective competition scores. We compared magnitudes of differences in AAT and ADR between athletes achieving top three (podium) final rankings and those achieving final rankings outside the top three. Magnitude of difference between athletic performances was established with a standardised (Cohen’s) effect size (ES) with 95% confidence limits. Differences in AAT and ADR between athletes placing in the top three and those finishing outside the top three routinely showed moderate (ES = 0.6 – 1.2 95% CL) to very large (ES >2.0 95% CL) effects.

Full Reference

Harding JW, James DA. (2010). Analysis Of Snowboard Performance At The Burton Open Australian Half-Pipe Championships. International Journal of Performance Analysis in Sport, Volume  10 (1), 66-81

CLICK HERE TO ACCESS FULL ARTICLE

Jason Harding. Indonesia 2009, France 2008, Australia 2008. Image © www.AnarchistAthlete.com

ISEA Conference 2010, Vienna Austria; Article Title And Abstract Details Revamped [...]

Jason Harding will deliver a podium presentation at the ISEA Conference in Vienna, Austria [...] 

The title and abstract associated with the full paper publication have been altered.   

Titlte of Paper 

Performance Assessment Innovations For Elite Snowboarding

Paper Abstract

This paper provides a review of objective performance assessment in elite half-pipe snowboarding.  Half-pipe snowboarding is currently coached and judged in competition using subjective measures.  Like other sports that rely on subjectivity however, the methodology underpinning how coaches assess athletic progression and judges score performance is open for debate.  This paper focuses on technology assisted, objective performance assessment.  Key considerations are the specificity of the information, the accuracy and reliability of results, the processing time required and the current accessibility.

CLICK HERE to check out the ISEA conference website.

Burton Open Half-Pipe Championships. Australia 2008. Photographer Heidi Barbay. Image © www.AnarchistAthlete.com

New Articles From Anarchist Athlete Due Out Sometime Over The Next Month Or So [...]

A list of new article titles from Anarchist Athlete due over the next month or so…

1. Harding JW. Analysis of Half-Pipe Snowboarding Performance During The 2006 Winter Olympics.  www.AnarchistAthlete.com  Due Out March 25 – 28th 2010.

2. Harding JW. Key Performance Variables And Competitive Success In World Cup Half-Pipe Snowboard Competitions.  www.AnarchistAthlete.com  Due Out March 25 – 28th 2010.

3. Harding JW.  A Few Words With Alex Chumpy Pullin.  www.AnarchistAthlete.com  Due Out March 25 – 28th 2010. 

4. Harding JW, James DA.  Analysis of Half-Pipe Snowboarding Performance During Three Years Of The Burton Open Australian Half-Pipe Championships.  Possibly in the International Journal Of Performance Analysis In Sport. Due Out April 1st 2010.

5. Harding JW, James DA. Performance Assessment Innovations For Elite Snowboarding.  The Engineering of Sport 8. Due Out July 2010.

CLICK HERE TO BE REDIRECTED TO THE CURRENT ARTICLES PAGE

Burton Open Half-Pipe Snowboard Competition 2008. Perisher Blue Ski Resort. Image © www.AnarchistAthlete.com

Article focussed on the opinions of elite-level snowboard judges to tech based concept [...]  

The article is focussed on the opinions of elite-level snowboard competition judges to a tech based performance assessment concept and is available now.  This article formed a podium presentation at the 2008 International Sports Engineering Association (ISEA) conference held in Biarritz France and was additionally published in the associated conference proceedings hard cover book, The Engineering of Sport 7 as a full paper. You can now read these articles online and also download the PDF versions of these articles at www.AnarchistAthlete.com.  This article is an academic publication focussed on the unhindered and anonymous opinions of elite-level competition judges to the idea that we can enhance competitive athletic performance assessment during elite-level half-pipe snowboard competition by providing automatic calcuation of air time and automatic classification of the aerial acrobatics performed during competition runs. 

Article Title

1. Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges.

Click Here to read the abstract associated with this article.

Click Here to download the PDF version of this article.

Article Abstract

1.  Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges

Harding JW, Toohey K, Martin DT, Hahn AG, James DA. (2008) Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges. In The Engineering of Sport 7, Estivalet, M., Brisson, P. Springer-Verlag France., Vol. 2, 467 – 476.

Automated objective information specific to half-pipe snowboarding has now been made available with micro-technology and signal processing techniques. In consultation with the practice community this has been introduced into training and competition in Australia. It is understood that any integration of technology into elite sport can effect change beyond the original purpose and can often generate unintended consequences. We have therefore evaluated the perceptions of key members of the elite half-pipe snowboard community in regards to how emerging technology could interface with the sport. Data were collected via semi-structured, open ended interviews with 16 international, elite-level half-pipe snowboard competition judges. This study revealed 8 dimensions and 42 sub-dimensions related to the community’s perceptions to 5 major themes that emerged during interviews. The major themes included: 1. Snowboarding’s Underlying Cultural Ethos 2. Snowboarding’s Underlying Self-Annihilating Teleology 3. Technological Objectivity 4. Concept Management 5. Coveted Future Directions. There was dominant perception that an underlying self-annihilating teleology could exist within competitive half-pipe snowboarding. This was believed however to pose a distant threat on judging protocols to reliably assess performance. Judges sampled in this study were largely in favour of using automated objectivity to enhance the judging process however, with a number of caveats. Most importantly that objective information is to be used as a judging aid and not for automatic generation of scores. This would address the most prevalent concern that integrating any automated objectivity into snowboarding could potentially remove freedom of expression and the opportunity to showcase athletic individuality – traits valued by the practice community. Our data highlight that successful implementation of emerging technologies in sport will be not be based on the type of technology developed but instead by the integration process which must feature a large element of control imparted to the key players within the sport.  Read Full Paper…

Australian professional snowboarder Mitch Allan spins his way down the SnowPark pipe with style during the 2008 southern hemisphere season. South Island New Zealand. Image © Andrew Fawcett 2008

Article focussed on the automatic calculation of degree of rotation in snowboarding [...]

An article focussed on automatically calculating snowboarding aerial degree of rotation using a tech concept is available now.  This article formed a podium presentation at the 2008 International Sports Engineering Association (ISEA) conference held in Biarritz France and was additionally published in the associated conference proceedings hard cover book, The Engineering of Sport 7 as a full paper.  You can now read and download the PDF version of this article at www.AnarchistAthlete.com  This article is an academic publication focussed on enhancing athletic performance assessment during elite-level half-pipe snowboard training and competition by providing automatic classification of the aerial acrobatics performed during half-pipe snowboarding runs.

Article Title

Harding JW, Mackintosh CG, Hahn AG, James DA. (2008) Classification of Aerial Acrobatics in Elite Half-Pipe Snowboarding Using Body Mounted Inertial Sensors. In The Engineering of Sport 7, Estivalet, M., Brisson, P. Springer-Verlag France., Vol. 2, 447 – 456.

Article Abstract

We have previously presented data indicating that the two most important objective performance variables in elite half-pipe snowboarding competition are air-time and degree of rotation. Furthermore, we have documented that air-time can be accurately quantified by signal processing of tri-axial accelerometer data obtained from body mounted inertial sensors. This paper adds to our initial findings by describing how body mounted inertial sensors (specifically tri-axial rate gyroscopes) and basic signal processing can be used to automatically classify aerial acrobatic manoeuvres into four rotational groups (180, 360, 540 or 720 degree rotations). Classification of aerial acrobatics is achieved using integration by summation. Angular velocity (ωi, j, k) quantified by tri-axial rate gyroscopes was integrated over time (t = 0.01s) to provide angular displacements (θi, j, k) at ith sample points. Absolute angular displacements for each orthogonal axes (i, j, k) were then accumulated over the duration of an aerial acrobatic manoeuvre to provide the total angular displacement achieved in each axis over that time period. The total angular displacements associated with each orthogonal axes were then summed to calculate a composite rotational parameter called Air Angle (AA). We observed a statistically significant difference between AA across four half-pipe snowboarding acrobatic groups which involved increasing levels of rotational complexity (P = 0.000, n = 216). The signal processing technique documented in this paper provides sensitive automatic classification of aerial acrobatics into terminology used by the snowboarding community and subsequently has the potential to allow coaches and judges to focus on the more subjective and stylistic aspects of half-pipe snowboarding during either training or elite-level competition. Read Full Paper …

Click Here to read the full article.

Click Here to download the PDF version of this article.

Burton Open Half-Pipe Snowboard Competition 2008. Perisher Blue Ski Resort. Image © www.AnarchistAthlete.com

Three articles on the community perception to a tech based snowboard performance concept [...]

Three articles focussed on the snowboarding community’s perception to a technologically based performance assessment concept are available now.  You can now read these articles online and also download the PDF versions of these articles at www.AnarchistAthlete.com. 

Article Titles

1. Automated Inertial Feedback For Half-Pipe Snowboard Competition And The Community Perception.
2. Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges.
3. Fusion of Technological Objectivity into the Underlying Anarchy of Elite Snowboarding – Insights from the Australian National Snowboard Coach.

Click Here to read the abstracts associated with these articles.

Click Here to download the PDF versions of these articles.

Article Abstracts

1. Automated Inertial Feedback For Half-Pipe Snowboard Competition And The Community Perception

Harding JW, Toohey K, Martin DT, Mackintosh CG, Lindh AM, James DA. (2007) Automated Inertial Feedback For Half-Pipe Snowboard Competition And The Community Perception. In The Impact of Technology on Sport II, Fuss F. K., Subic A., Ujihashi S. Taylor & Francis London., 20, 845 – 850.

No scientific research has yet targeted the athletic performance aspects or subjective judging protocols associated with elite half-pipe snowboard competition. Recently however, sport scientists from the Australian Institute of Sport (AIS) initiated a video based analysis of key performance variables (KPVs) associated with elite half-pipe snowboard competition. The development of a preliminary automated feedback system based upon Micro-electrochemical Systems (MEMS) sensors such as tri-axial accelerometers and tri-axial rate gyroscopes, designed to calculate objective information on these sport specific KPVs was initiated in parallel. Although preliminary, the results may provide practical benefit for elite half-pipe snowboard training and current subjective judging protocols. In light of theorised implications, this paper investigated the perception and possible social impact of these concepts on the practice community. Data was collected via semi-structured, open ended interviews with nine subjects (six athletes, two coaches, and one judge) currently involved in elite half-pipe snowboard competition. This study revealed 6 dimensions and 20 sub-dimensions relating to the practice community’s perceptions of 3 major themes that emerged during interviews. The themes included: 1) State of the current subjective judging system, 2) Automated feedback and objective judging system, and 3) Future direction of the sport. There was dominant negative perception of a proposed automated judging concept based solely on objective information unless the system integrates with the current subjective judging protocol and continues to allow athletic freedom of expression and the capacity for athletes to showcase individual style and flair in elite competition. The results of this study provide the practice community an initial public forum to describe its perceptions to future automated judging concepts, nominating them to be the primary determinants of change, technological or otherwise, within their sporting discipline.

2.  Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges

Harding JW, Toohey K, Martin DT, Hahn AG, James DA. (2008) Technology and Half-Pipe Snowboard Competition – Insight From Elite-Level Judges. In The Engineering of Sport 7, Estivalet, M., Brisson, P. Springer-Verlag France., Vol. 2, 467 – 476.

Automated objective information specific to half-pipe snowboarding has now been made available with micro-technology and signal processing techniques. In consultation with the practice community this has been introduced into training and competition in Australia. It is understood that any integration of technology into elite sport can effect change beyond the original purpose and can often generate unintended consequences. We have therefore evaluated the perceptions of key members of the elite half-pipe snowboard community in regards to how emerging technology could interface with the sport. Data were collected via semi-structured, open ended interviews with 16 international, elite-level half-pipe snowboard competition judges. This study revealed 8 dimensions and 42 sub-dimensions related to the community’s perceptions to 5 major themes that emerged during interviews. The major themes included: 1. Snowboarding’s Underlying Cultural Ethos 2. Snowboarding’s Underlying Self-Annihilating Teleology 3. Technological Objectivity 4. Concept Management 5. Coveted Future Directions. There was dominant perception that an underlying self-annihilating teleology could exist within competitive half-pipe snowboarding. This was believed however to pose a distant threat on judging protocols to reliably assess performance. Judges sampled in this study were largely in favour of using automated objectivity to enhance the judging process however, with a number of caveats. Most importantly that objective information is to be used as a judging aid and not for automatic generation of scores. This would address the most prevalent concern that integrating any automated objectivity into snowboarding could potentially remove freedom of expression and the opportunity to showcase athletic individuality – traits valued by the practice community. Our data highlight that successful implementation of emerging technologies in sport will be not be based on the type of technology developed but instead by the integration process which must feature a large element of control imparted to the key players within the sport.

3.  Fusion of Technological Objectivity into the Underlying Anarchy of Elite Snowboarding – Insights from the Australian National Snowboard Coach.

Harding JW, James DA. Fusion of Technological Objectivity into the Underlying Anarchy of Elite Snowboarding – Insights from the Australian National Snowboard Coach. Sports Technology 2008; 1 (6), 239 – 248.

This interview was focussed upon gaining practice community insight into the potential of micro-technology and subsequent automated objectivity to assist coaches and competition judges with performance assessment during elite half-pipe snowboarding. The sport of half-pipe snowboarding has however traditionally assessed performance during training, free riding and competition by purely subjective measures and until recently has had very little to do with sport science and the focus of objectifying performance parameters associated with rigorous scientific inquiry. The authors have previously shown there is a strong relationship between objective key performance variables such as air-time and degree of rotation (assessed using video based analysis) and an athletes’ subjectively judged score during elite half-pipe snowboarding competitions. Video based analysis however requires labour intensive manual post processing of data and is associated with a large time delay in information feedback. As such it is theorised to have limited potential for the feedback of objective information to snowboard athletes, coaches, and judges. The authors have therefore worked alongside numerous collaborators from the Australian Institute of Sport (AIS), the Olympic Winter Institute of Australia (OWIA), Griffith University (GU) and Catapult Innovations to develop a system of automated objectivity based on tri-axial accelerometers and tri-axial rate gyroscopes that can calculate air-time and degree of rotation during half-pipe snowboard runs. The concept was originally focussed on enhancing current training protocols but has also shown potential to support judges in assessing athletic performance during elite half-pipe snowboard competition. Although there is a potential benefit to using systems of automated objectivity within the sport of snowboarding there are also potential drawbacks associated with objectifying a sport that prides itself on providing a platform that allows freedom of expression and the capacity to showcase athletic individuality. It is believed that the integration of any form of objectivity into a sport such as half-pipe snowboarding should be conducted whilst allowing key practice community members control over the overall direction. This 45-minute interview was conducted by Jason Harding (AIS sport scientist) with Ben Wordsworth (the Australian national snowboard coach currently affiliated with the Olympic Winter Institute of Australia) in between surfs at Manly Beach NSW Australia on Wednesday 1st October 2008.

Professional snowboarder competing at the 2008 Burton Australian Open Half-Pipe Competition. Image © www.AnarchistAthlete.com 2008

Archived article focussed on automatically calculating snowboard air time using a tech concept available now [...]

Archived article focussed on automatically calculating snowboard air time using a tech concept available now .  This article was published in an SPIE BioMEMS and Nanotechnology conference proceedings in 2007. You can now read and download the PDF version of this article at www.AnarchistAthlete.com This article is an academic publication focussed on enhancing athletic performance assessment during elite-level half-pipe snowboard training and competition.

Click Here to read the full article.

Click Here to download the PDF version of this article.

Article Title

Harding JW, Small JW, James DA. (2007) Feature Extraction of Performance Variables in Elite Half-Pipe Snowboarding Using Body Mounted Inertial Sensors. In BioMEMS and Nanotechnology III, edited by Dan V. Nicolau, Derek Abbott, Kourosh Kalantar-Zadeh, Tiziana Di Matteo, Sergey M. Bezrukov, Proceedings of SPIE Vol. 6799 (SPIE, Bellingham, WA, 2007) 679917.

Article Abstract

Recent analysis of elite-level half-pipe snowboard competition has revealed a number of sport specific key performance variables (KPV’s) that correlate well to score1. Information on these variables is difficult to acquire and analyse, relying on collection and labour intensive manual post processing of video data. This paper presents the use of inertial sensors as a user-friendly alternative and subsequently implements signal processing routines to ultimately provide automated, sport specific feedback to coaches and athletes. The author has recently shown that the key performance variables (KPV’s) of total air-time (TAT) and average degree of rotation (ADR) achieved during elite half-pipe snowboarding competition show strong correlation with an athlete’s subjectively judged score. Utilising Micro-Electrochemical System (MEMS) sensors (tri-axial accelerometers) this paper demonstrates that air-time (AT) achieved during half-pipe snowboarding can be detected and calculated accurately using basic signal processing techniques. Characterisation of the variations in aerial acrobatic manoeuvres and the associated calculation of exact degree of rotation (DR) achieved is a likely extension of this research. The technique developed used a two-pass method to detect locations of half-pipe snowboard runs using power density in the frequency domain and subsequently utilises a threshold based search algorithm in the time domain to calculate air-times associated with individual aerial acrobatic manoeuvres. This technique correctly identified the air-times of 100 percent of aerial acrobatic manoeuvres within each half-pipe snowboarding run (n = 92 aerial acrobatic manoeuvres from 4 subjects) and displayed a very strong12 correlation with a video based reference standard for air-time calculation (r = 0.78 ± 0.08; p value < 0.0001; SEE = 0.08 ×/÷ 1.16; mean bias = -0.03 ± 0.02s) (value ± or ×/÷ 95% CL). Read Full Paper

Australian professional snowboarder Nate Johnstone (left) is awarded 1st place for the highest individual air time in the AIS Micro-Tech Pipe Challenge by sport science consultant and Anarchist Athlete founder Jason Harding (right). Image © www.AnarchistAthlete.com

An article focused on a tech judging concept and its role in snowboard competition judging is available now [...] 

An article focused on a tech judging concept and its role in snowboaard competition judging is available now.  The article has been recently published by a new journal titled ‘Sports Technology’.  You can therefore access the article on the Sports Technology Website or alternatively you can read and download the PDF version of this article at AnarchistAthlete.  This article is an academic publication associated with the AIS Micro-Tech Pipe Challenge held at Perisher Blue in 2007.  The AIS Micro-Tech Pipe Challenge was a concept half-pipe snowboarding competition that trialled a form of technologically based automated judging. 

Click Here to read the full article.

Click Here to download the PDF version of this article.

Click Here to read additional information on this event.

Click Here to view the photo gallery associated with this event.

Article Title

Harding JW, Mackintosh CG, Martin DT, Hahn AG, James DA.  Automated Scoring for Elite Half-Pipe Snowboard Competition – Important Sporting Development or Techno Distraction?  Sports Technology 2008; 1 (6), 277-290.

Article Abstract

The authors have previously reported a strong relationship between video based objective data (air-time and degree of rotation) and subjectively judged scores awarded during elite half-pipe snowboard competition. Advancements in sports monitoring technologies now provide the capacity to accurately and automatically quantify this objective information. This may assist current subjective coaching and competition judging protocols provided the integration process imparts a large element of control to key players within the sport. The authors therefore recently hosted an invitational half-pipe snowboard competition (2007 Australian Institute of Sport (AIS) Micro-Tech Pipe Challenge) designed to evaluate whether the snowboard community would embrace a competition where results were in part determined by automated objectivity, explore the practical, logistical and technical challenges associated with conducting such an event and evaluate the relationship between subjective judging and results predicted from objective information to see if prior research had ecological validity. Ten elite male half-pipe snowboarders were instrumented with inertial sensors throughout this competition. A prediction equation using previously established weightings of average air-time and average degree of rotation accounted for 74% of the shared variance in subjectively judged scores awarded during this competition. Although our predictions of overall scores and rankings were good there was still 26% of the total variance unexplained. This should not be considered a weakness of this approach but a strength as the subjective components of style and execution should never be removed from the sport. The future of half-pipe snowboarding however may be best guided a judging protocol that incorporates both objective and subjective criteria. Read Full Article

Australian national snowboard coach Ben Wordsworth prepares the base of an Australian boardercross athlete's snowboard at Mt Hotham. Image © www.AnarchistAthlete.com 2008

This article documents an elite-level snowboard coachs’ insights on technology and snowboarding performance [...] 

This article documents an elite-level snowboard coachs’ insights on technology and snowboarding performance.  The article is available now.  This article has been recently published by a new journal titled ‘Sports Technology’.  You can therefore access the article on the Sports Technology Website or alternatively you can read, download the PDF version of this article and listen to the unedited audio file of the interview at www.AnarchistAthlete.com

Click here to read the full article.

Click here to download the PDF version of this article.

Click here to listen to the unedited audio file of the interview.

Article Title

Harding et al (2009b) Fusion of Technological Objectivity into the Underlying Anarchy of Elite Snowboarding – Insights from the Australian National Snowboard Coach. Sports Technology 2008; 1 (6), 239 – 248.

Article Abstract

This interview was focussed upon gaining practice community insight into the potential of micro-technology and subsequent automated objectivity to assist coaches and competition judges with performance assessment during elite half-pipe snowboarding. The sport of half-pipe snowboarding has however traditionally assessed performance during training, free riding and competition by purely subjective measures and until recently has had very little to do with sport science and the focus of objectifying performance parameters associated with rigorous scientific inquiry. The authors have previously shown there is a strong relationship between objective key performance variables such as air-time and degree of rotation (assessed using video based analysis) and an athletes’ subjectively judged score during elite half-pipe snowboarding competitions. Video based analysis however requires labour intensive manual post processing of data and is associated with a large time delay in information feedback. As such it is theorised to have limited potential for the feedback of objective information to snowboard athletes, coaches, and judges. The authors have therefore worked alongside numerous collaborators from the Australian Institute of Sport (AIS), the Olympic Winter Institute of Australia (OWIA), Griffith University (GU) and Catapult Innovations to develop a system of automated objectivity based on tri-axial accelerometers and tri-axial rate gyroscopes that can calculate air-time and degree of rotation during half-pipe snowboard runs. The concept was originally focussed on enhancing current training protocols but has also shown potential to support judges in assessing athletic performance during elite half-pipe snowboard competition. Although there is a potential benefit to using systems of automated objectivity within the sport of snowboarding there are also potential drawbacks associated with objectifying a sport that prides itself on providing a platform that allows freedom of expression and the capacity to showcase athletic individuality. It is believed that the integration of any form of objectivity into a sport such as half-pipe snowboarding should be conducted whilst allowing key practice community members control over the overall direction. This 45-minute interview was conducted by Jason Harding (AIS sport scientist) with Ben Wordsworth (the Australian national snowboard coach currently affiliated with the Olympic Winter Institute of Australia) in between surfs at Manly Beach NSW Australia on Wednesday 1st October 2008. Read Full Article