Science topic

Athletic Performance - Science topic

Carrying out of specific physical routines or procedures by one who is trained or skilled in physical activity. Performance is influenced by a combination of physiological, psychological, and socio-cultural factors.
Questions related to Athletic Performance
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Dear Researchers! I work on a new AI-supported approach in sports safety, and I would like to validate the results with validated sRPE and ACWR datasets from TEAM PERFORMANCE SPORTS. Please let me know if you can provide it or if you know of some already-used sets. Any option is welcome.
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Finding sport-specific datasets for sRPE (session Rating of Perceived Exertion) and ACWR (Acute:Chronic Workload Ratio) might be challenging, as these datasets are typically collected and maintained by sports organizations, researchers, or private entities. However, there are some ways to find or access such data:
  1. Academic research: Many researchers collect sRPE and ACWR data as part of their studies. Searching through research databases like Google Scholar, PubMed, or Scopus can help you find articles that have used these data. The authors might be willing to share their datasets upon request.
  2. Sports organizations and teams: Some sports organizations and teams collect sRPE and ACWR data to monitor their athletes' performance and workload. You could try contacting such organizations or teams to see if they are willing to share their data or collaborate on research projects.
  3. Conferences and workshops: Attending sports science or sports analytics conferences and workshops can be a great way to network with researchers and professionals who work with sRPE and ACWR data. They might be able to guide you to relevant datasets or even collaborate on projects.
  4. Online forums and communities: Joining sports science, sports analytics, or sport-specific online forums and communities can help you connect with others interested in sRPE and ACWR data. Participants in these forums might be aware of available datasets or willing to share their own data.
  5. Open data repositories: Occasionally, researchers may upload their datasets to open data repositories like Kaggle, Zenodo, or the Open Science Framework. You can search these platforms for sRPE, ACWR, or related sports performance datasets.
  6. Creating your own dataset: If you're unable to find suitable datasets, you could consider creating your own by collecting data from athletes, teams, or sports organizations. This would require obtaining proper consent and ensuring ethical considerations are met.
Remember that accessing and using data from these sources might require permission, especially if the data contains sensitive information or is proprietary. Always respect the terms of use and privacy guidelines when working with such datasets.
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Sodium bicarbonate is among five evidence-based performance supplements (caffeine, creatine, nitrate/beetroot juice, β-alanine, and bicarbonate). I need a pragmatic approach to the culinary use or the use as a supplement of this compound. NaHCO3 ingestion should be consumed at a dose of 0.2–0.4 g/kg BM. Moreover split doses taken over a 30- to 60-min time period or serial loading with three to four smaller doses per day for two to four consecutive days prior to an event has been proposed.
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Thanks a lot for your answer! I found it very useful
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There are a number of smart devices, video and comprehensive analytic platforms applied to sports. Soccer is no exception. What devices or platforms are popular and what are research challenges applied to soccer?
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you can check those devices & sensors Carbon fiber based strength Humanox made by telefonica
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Dear professors,
What would be the main long-term physiological and bimolecular adaptations that could differentiate endurance and sprinters master athletes? Taking into considerations the already known outcomes discussed by Kusy and Zielinsk.
Kusy, K., & Zielinski, J. (2015). Sprinters versus long-distance runners: how to grow old healthy. Exercise and sport sciences reviews, 43(1), 57-64.
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Please go through our article "Aging induces a step-like change in the motor ability structure of athletes ". If you are interested in a change in motor performance.
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I've only been able to find % body fat data based off sum of 4 skinfold sites. It would be wonderful if anyone knows of a good dataset for sum of 7 sites for elite female gymnasts. Thanks in advance. 
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As many studies identified of genetic variants linked to training responses and sport-related traits, we could hypothesize that the R allele was more common in sprint and power athletes and the X allele more common in endurance athletes. Other said, the Middle/Long distance runner (X allele) was would have less response to strength training and Sprinter (R allele) would have less response to endurance training. However, in fact Sprinter would need endurance training to improve aerobic capacity and specific endurance and MD/LD need strength training as well.
Due to the fact, that there are huge amounts of drops outs in athletes career for talented youth Sprinter/MD/LD runners, therefore have a couple of questions :
1. Is any biomarkers we could use to get proper limit of load (Intensity, reps, and recovery) for Sprinter (R allele) while doing endurance exercise or for MD/LD runners (X allele) while performing strength/speed training, so they can keep their genetic potential ?
2. How we could know the proper limit of load/intensity for strength, speed training for MD/LD runners or endurance training for sprinters ?
3. Is the quality of R allele (i.g. speed of muscle contraction) or X (i.g. O2 consumption) allele will reduce due to mismatched training ?
Thank in advance.
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It is reported that there are many "RR type" players in measurement items that require instantaneous power such as back muscle strength and long jump.
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the youth strength training guideline established by the national strength and conditioning association recommends one to 3 sets of 6 to 15 repetitions for 9 to 12 years of strength training. each with appropriate weight load.
what is an appropriate weight?
in adults, some tests can be used like 1 repetition maximum (1RM) or even (10 RM) that represents the 100% of the participants then we can set the appropriate intensity according to the 100%.
in case of children strength training what stands for these measures?
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Intensity is defined as EFFORT. To quantify effort is subjective. Some have used Perceived Exertion Scales. I would recommend quantifying strength training by charting progression each workout on a workout card.
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some athletes follow the paleolithic diet. paleolithic diet also known as caveman diet. in this diet you have to eat like of a caveman. what is your idea about this diet? can this diet increase the athletic performance? can anyone explain about the aspect of health of this diet?
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Pitt CE. Cutting through the Paleo hype: The evidence for the Palaeolithic diet. Aust Fam Physician. 2016;45(1):35-8. https://www.racgp.org.au/download/Documents/AFP/2016/January/February/Clinical-Pitt.pdf
Popp CJ, Bohan Brown MM, Bridges WC, Jesch ED. The Effectiveness of MyPlate and Paleolithic-based Diet Recommendations, both with and without Exercise, on Aerobic Fitness, Muscular Strength and Anaerobic Power in Young Women: A Randomized Clinical Trial. Int J Exerc Sci 2018;11(2):921-933. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6179430/pdf/ijes-11-2-921.pdf
Manousou S, Stål M, Larsson C, Mellberg C, Lindahl B, Eggertsen R, Hulthén L, Olsson T, Ryberg M, Sandberg S, Nyström HF. A Paleolithic-type diet results in iodine deficiency: a 2-year randomized trial in postmenopausal obese women. Eur J Clin Nutr. 2018;72(1):124-129. https://www.nature.com/articles/ejcn2017134
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India, with over 1.3 billion people, managed to win only two medals–one silver and a bronze – in the Rio Olympics 2016. In Asian Games 2018, its performance is very poor in comparison with China, Japan and South Korea.
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Thanks @ Yooil Bae for your valuable contribution.
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can someone explain about of effect of this both training model on muscle activation and muscle damage? moreover what effect they have on the muscle hypertrophy?
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eccentric -> mostly in force there is contribution of passive elements, and less of active elements (cross-bridges). Because of lengthening the "damage", which is more in reality sensing of receptors leads to, generallly, addition of sarcomeres in series. So lengthwise the muscle cell will grow, and in parallel some addition can be done because there is some activity of myosin-actin.
In case of drop set, there is more fatigue, and you keep training with lower intensity or load, but because of higher fatigue, you keep on getting more higher or highest threshold groups. Also there is both eccentric and concentric work done, so more addition of parallel sarcomeres (at least in theory).
With the eccentric training the question remains how soon or how many highest threshold groups are involved as the passive elements can contribute a lot towards the force production. It might be that less high(er/est) threshold groups are activated. Eccentric training can be done with overload, as in very heavy weights only eccentric, with less voluntary control. Or with for instance a bit more load which can still be controlled.
Eccentric has more muscle damage related to intensity, because of higher loads, while drop sets have less high loads and more fatigue, so there would be in the first, hypothetical more mechanical damage, and in the second more metabolic damage. However, the question is open if muscle damage contributes to HT in the first place.
So drop set with controlled eccentric movement in the exercise might be better for overall hypertrophy as you train both eccentric and concentric.
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I am interested in finding a reliable functional test (either timed or measured through performance) that requires different magnitudes of movement (small, medium, and large) performed as quickly as possible.
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Repeated tuck jump might fit your criteria. however take a look at this
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I'm doing a study on the acute effect of 3 pilates based exercises on dynamic balance and motor performance of limbs in healthy young adults. The hypothesis is that working central stability will make possible an increase in the limits of stability and motor performance. For this population and exercise, which would be the best tests for motor performance/bahavior of the upper and lower limbs?
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Complex  
Hability tests must be associated with endurance tests
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Dear Gaël,
the aim of your project sounds very interesting. I am also using (developping) accelerometry-based methods to analyze sport specific movements (mainly sprinting and jumping). But we are also into some projects with elite female handball players. Have you so far special ideas which accelerometers or which methods you want to use? Would be interesting to change some ideas or collaborate in any way.
Best wishes Marcus
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These papers may be useful:
1. Dyrstad, S.M. and Hausken, K. (2013), “Using Accelerometer to Estimate Energy Expenditures with Four Equations in Four Training Sessions,” International Journal of Applied Sports Sciences 25, 2, 91-101.
2. Hausken, K. and Dyrstad, S.M. (2013), “Heart Rate, Accelerometer Measurements, Experience and Rating of Perceived Exertion in Zumba, Interval Running, Spinning, and Pyramid Running,” Journal of Exercise Physiology - Online 16, 6, 39-50.
3. Dyrstad, S.M. and Hausken, K. (2014), “Comparing Accelerometer and Heart Rate Monitor in Interval Running, Interval Spinning and Zumba,” International Journal of Applied Sports Sciences 26, 2, 18-25.
4. Hausken, K. and Dyrstad, S.M. (2014), “Determining Activity Energy Expenditure from Heart Rate and Physiological Characteristics,” The Journal of Sports Medicine and Physical Fitness 54, 1, 124-128.
5. Hausken, K. and Dyrstad, S.M. (2016), “Using Heart Rate Monitors to Assess Energy Expenditure in Four Training Types,” Gazzetta Medica Italiana 175, 3, 49-58.
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I am working on a new project with a mentor who is also relatively new to sports and performance psychology research. We are attempting to assess athletes (specific sport(s) unknown) regarding performance on an athletic task after various imagery exposures. We want to assess other variables at pre-and post-imagery exposure as well. We may have athletes from more than one sport. The question then becomes, is there a neutral task that is a gold standard in their field when it comes to assessing performance? We presume that using a task like free throws would naturally result in different performance between a basketball player than a tennis player. Therefore, we wanted a task that was considered athletic but not necessarily sport skill specific. Thank you in advanced!
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hy.
You can find something here. You should open an account on Google Scholar
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Someone using Polar Team Pro?
Can you tell me about your experience (pros and cons) with that device in elite team sport environment?
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 Hi Anne, I work for Polar. Maybe I can help you.
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...
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Thanks Maurya
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Does anyone has suggestions on basketball (or team sport) specific thresholds for meaningful effects (SWC) for different monitoring tools (e.g. submaximal exercise heart rate, jump height (CMJ), 20 m sprint times, creatin kinase, wellbeing scores (ours are Likert scales 0-6), DOMS (VAS), training load (sRPE-method)) or even for scouting results (shooting percentage, turnovers etc.)? We are looking for anything beyond 0.2 between-subject SD (e.g. Haugen & Buchheit, Sports Med, 2016, 46(5), 641–56). Any experiences someone would like to share?
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Hi Christoph,
The following papers maybe help you.
Woolstenhulme, M. T., Griffiths, C. M., Woolstenhulme, E. M., & Parcell, A. C. (2006). Ballistic stretching increases flexibility and acute vertical jump height when combined with basketball activity. Journal of Strength and Conditioning Research / National Strength & Conditioning Association, 20(4), 799–803. http://doi.org/10.1519/R-18835.1
Lyons, M., Al-Nakeeb, Y., & Nevill, A. (2006). The impact of moderate and high intensity total body fatigue on passing accuracy in expert and novice basketball players. Journal of Sports Science & Medicine, 5(2), 215–27. http://doi.org/10.1519/JSC.0b013e3181a4e7f0
Castagna, C., Manzi, V., D’Ottavio, S., Annino, G., Padua, E., & Bishop, D. (2007). Relation between maximal aerobic power and the ability to repeat sprints in young basketball players. Journal of Strength and Conditioning Research / National Strength & Conditioning Association, 21(4), 1172–1176. http://doi.org/10.1519/R-20376.1
Ziv, G., & Lidor, R. (2010). Vertical jump in female and male basketball players-A review of observational and experimental studies. Journal of Science and Medicine in Sport. http://doi.org/10.1016/j.jsams.2009.02.009
Gocentas, A., Landõr, A., & Andziulis, A. (2004). Dependence of Intensity of Specific Basketball Exercise From Aerobic Capacity. Papers on Anthropology, 13, 9–17. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&db=a9h&AN=15150394&site=ehost-live
Regards,
Akl
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With all the relatively recent developments in recovery protocol for athletes (post game stretching, active recovery, contrast therapy, cold water immersion, compression garments, massage etc.) have there been any studies that utilize qualitative methods such as an interview, cross sectional group discussions between sports.
An approach that may provide rich data to be interpreted using perhaps an intervention involving the sports science team and coaching staff, potentially leading to a more scientifically sound approach that is not merely using practices because they are beneficial but because they are beneficial for specific athletes, sports, circumstances-heavy session, rehabilitation session etc. 
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Hyperbaric chamber, Lactigo carnosine gel, tissue work
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These are only two studies I found so far (both on chess):
Joireman, Fick, and Anderson (2002) showed that sensation seeking discriminates between college students who tried out chess and those who never played chess, and predicts frequency of playing.
Bilalic, McLeod and Gobet (2007) analyzed personality of young chess players using Big Five personality model. They found that children scoring higher on Intellect/openness and Energy/extraversion were more likely to play chess, while children who score higher on Agreeableness were less likely to be attracted to chess. Although none of the Big Five factors were associated with self-reported skill level, a sub-sample of 25 elite players had significantly higher scores on Intellect/openness than their weaker chess playing peers.
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Hello Tihana,
I find hard to see how personality can directly predict performance in intellectual games/tasks.Maybe emotional stability by reducing the negative emotional tone during the game. Also openness may predict creative strategies as well.
However, it is more likely that personality will predict behaviors related to training and preparation before a match (e.g. conscientiousness to study openings, and chess strategies), but most likely general cognitive ability should be the stronger predictor in this type of competitions. 
Let me add a plot twist. Back in 2014, we published the results of an experiment, which included 228 students, and found that besides their personality traits (we focused on conscientiousness and emotional stability), the way in which their mentor (leader) provided feedback after performing,  also was important. More precisely it influenced how strongly our participants scores in these two personality traits predicted performance in intellectual tasks.
You might want to check out our article, as I think that the conclusions of it may generalize into your study's setting.
Good luck with your research!
Lucas
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I am looking into research and carry out a review which looks at goal scoring patterns in the top 4 english leagues (Barclays Premier League, Skybet Championship, Skybet League 1 and Skybet League 2) 
i am looking at weather there is a relationship between the time of the first goal and the overall outcome of the match from the seasons 2013-2014 and 2014-2015 season
anyone with some research on goal scoring patterns in time to results would be appreciated. thanks
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According to my simple knowledge as football fan, the best time to score is at the end of the first half, that give advantage to the team who scored to win the game. The famous Brazilian coach  Mario Zagallo, used to advise his team to play negative passes and kill the game in the crucial time that he defined as the last 5 min of each half.
Regards
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Hi,
We read a lot about motor control, movement pattern and movement impairments. Do we really correct these patterns or not? do we have good quality evidence for this? I have seen athletes who have faulty movement patterns but they all perform really well, does this mean not to worry about the abnormal patterns or they might end up in a injury. There are athletes who are injured but they have really good movement patterns what to do with them? i accept there are lot of other intrinsic and extrinsic factors involved in an injury but is it about movement patterns or just mixture of many things that we are just trying to pick up one by one. Please give in your views.
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Dear Roger,
I also have interest in this subject of study. In any case, it's a complex response, but I will try to show some points of view about this. There is a principle in the movement control namely "variability", which can to explain it. Specifically to athltletes, they have a efficient capacity to adaptation and they use also a greater set possibilities to perform a same movements. There is a standard (movement pattern) however they have a different capacity to perform a movement comparing for example to no-athlete.
The human movement concepts come from a set of processes and events occurring neuronal level, physiological and structural body of individuals, may also be a reflection of immeasurable influences arising from the physical environment, cultural and social environment in which the individual is inserted. These processes result from the interactions between the current state of each of these environments and the acquisition of new skills, resulting in relatively permanent changes in performance through practice or experience. These changes can be characterized as motor learning (MAGILL, 2000; Schmidt et al., 2001; Wulf et al., 2010).
One of the most important characteristics of human movement is the variability. This is important because it allows movement patterns are actually adapted to the environment, in order to perform the required tasks or endogenous variables (such as motivation, and fatigue), while the task goal remains unchanged (Bernstein, 1967; Davids et al., 2006). Several attempts to the same task allow lead to some movement patterns. Thus, some researchers consider motor variability not as a disturbance, but as a kind of central organization window for motor organization system that makes voluntary movements; however, when the subject reaches the autonomous stage of learning, which is able to perform the movements required in an automated manner and without giving much attention, may have therefore a pattern of movement with less variability.
I recommend the Massion's papers, Stapley or Bernstein. These authors work a lot with this subject and I'm sure that you will can clarify your ideas.
I hope this helps.
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I want to look at various methods of monitoring fatigue of the somatic nervous system and how it relates to athletic performance and injury risk.
-Methods of measuring state of somatic nervous system
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The following references maybe help you.
Brasil-Neto, J. P., Pascual-Leone, A., Valls-Solé, J., Cammarota, A., Cohen, L. G., & Hallett, M. (1993). Postexercise depression of motor evoked potentials: a measure of central nervous system fatigue. Experimental Brain Research, 93(1), 181–184. http://doi.org/10.1007/BF00227794
Budiman, G. (2009). Somatic nervous system. Basic Neuroanatomical Pathway, 3–20. http://doi.org/10.4135/9781412972024.n2387
Chrousos, G. P., & Kino, T. (2009). Glucocorticoid signaling in the cell: Expanding clinical implications to complex human behavioral and somatic disorders. In Annals of the New York Academy of Sciences (Vol. 1179, pp. 153–166). http://doi.org/10.1111/j.1749-6632.2009.04988.x
Davis, J. M., Alderson, N. L., & Welsh, R. S. (2000). Serotonin and central nervous system fatigue: Nutritional considerations. In American Journal of Clinical Nutrition (Vol. 72). http://doi.org/10.1038/sj.npp.1301624
Davis, J. M., & Bailey, S. P. (1997). Possible mechanisms of central nervous system fatigue during exercise. Medicine and Science in Sports and Exercise, 29(1), 45–57. http://doi.org/10.1097/00005768-199701000-00008
Davis, J. M., Zhao, Z., Stock, H. S., Mehl, K. a, Buggy, J., & Hand, G. a. (2003). Central nervous system effects of caffeine and adenosine on fatigue. American Journal of Physiology. Regulatory, Integrative and Comparative Physiology, 284(2), 399–404. http://doi.org/10.1152/ajpregu.00386.2002
Enoka, R. M., & Stuart, D. G. (1992). Neurobiology of muscle fatigue. Journal of Applied Physiology (Bethesda, Md. : 1985), 72(5), 1631–1648. http://doi.org/0161-7567/92
Gandevia, S. C. (2001). Spinal and Supraspinal Factors in Human Muscle Fatigue. Physiol. Rev.,
Glass, J. M., Lyden, A. K., Petzke, F., Stein, P., Whalen, G., Ambrose, K., … Clauw, D. J. (2004). The effect of brief exercise cessation on pain, fatigue, and mood symptom development in healthy, fit individuals. Journal of Psychosomatic Research, 57(4), 391–398. http://doi.org/10.1016/j.jpsychores.2004.04.002
Irwin, M. R. (2011). Inflammation at the intersection of behavior and somatic symptoms. Psychiatric Clinics of North America. http://doi.org/10.1016/j.psc.2011.05.005
Kop, W. J. (2012). Somatic Depressive Symptoms, Vital Exhaustion, and Fatigue. Psychosomatic Medicine, 74(5), 442–445. http://doi.org/10.1097/PSY.0b013e31825f30c7
Noakes, T. D. (2012). Fatigue is a brain-derived emotion that regulates the exercise behavior to ensure the protection of whole body homeostasis. Frontiers in Physiology. http://doi.org/10.3389/fphys.2012.00082
Noakes, T. D., St Clair Gibson, A., & Lambert, E. V. (2005). From catastrophe to complexity: a novel model of integrative central neural regulation of effort and fatigue during exercise in humans: summary and conclusions. British Journal of Sports Medicine, 39(2), 120–4. http://doi.org/10.1136/bjsm.2003.010330
Pagani, M., & Lucini, D. (1999). Chronic fatigue syndrome: a hypothesis focusing on the autonomic nervous system. Clinical Science (London, England : 1979), 96, 117–125. http://doi.org/10.1042/CS19980139
Qiang, L., Inoue, K., & Abeliovich, A. (2014). Instant neurons: Directed somatic cell reprogramming models of central nervous system disorders. Biological Psychiatry. http://doi.org/10.1016/j.biopsych.2013.10.027
Schon, E. A., DiMauro, S., & Hirano, M. (2012). Human mitochondrial DNA: roles of inherited and somatic mutations. Nat Rev Genet, 13(12), 878–890. http://doi.org/10.1038/nrg3275
Tanaka, M., Mizuno, K., Tajima, S., Sasabe, T., & Watanabe, Y. (2009). Central nervous system fatigue alters autonomic nerve activity. Life Sciences, 84(7-8), 235–239. http://doi.org/10.1016/j.lfs.2008.12.004
Tanaka, M., Shigihara, Y., Ishii, A., Funakura, M., Kanai, E., & Watanabe, Y. (2012). Effect of mental fatigue on the central nervous system: an electroencephalography study. Behavioral and Brain Functions, 8(1), 48. http://doi.org/10.1186/1744-9081-8-48
Zwarts, M. J., Bleijenberg, G., & van Engelen, B. G. M. (2008). Clinical neurophysiology of fatigue. Clinical Neurophysiology. http://doi.org/10.1016/j.clinph.2007.09.126
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 side deviations For line work Force leads to weakness in the Force while running and throwing during movement
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Dear my  colleague Hamdy,
I hope the following papers help you.
Buller, P. F., & McEvoy, G. M. (2012). Strategy, human resource management and performance: Sharpening line of sight. Human Resource Management Review. http://doi.org/10.1016/j.hrmr.2011.11.002
Cholewicki, J., & McGill, S. M. (1996). Mechanical stability of the in vivo lumbar spine: Implications for injury and chronic low back pain. Clinical Biomechanics, 11(1), 1–15. http://doi.org/10.1016/0268-0033(95)00035-6
Colloca, C. J., Keller, T. S., Harrison, D. E., Moore, R. J., Gunzburg, R., & Harrison, D. D. (2006). Spinal manipulation force and duration affect vertebral movement and neuromuscular responses. Clinical Biomechanics, 21(3), 254–262. http://doi.org/10.1016/j.clinbiomech.2005.10.006
Danion, F., & Sarlegna, F. R. (2007). Can the human brain predict the consequences of arm movement corrections when transporting an object? Hints from grip force adjustments. The Journal of Neuroscience : The Official Journal of the Society for Neuroscience, 27(47), 12839–12843. http://doi.org/10.1523/JNEUROSCI.3110-07.2007
Dulhunty, J. (2002). A simplified conceptual model of the human cervical spine for evaluating force transmission in upright static posture. Journal of Manipulative and Physiological Therapeutics, 25(5), 306–317. http://doi.org/10.1067/mmt.2002.124421
Flanagan, J. R., & Wing, a M. (1997). The role of internal models in motion planning and control: evidence from grip force adjustments during movements of hand-held loads. The Journal of Neuroscience : The Official Journal of the Society for Neuroscience, 17(4),
Han, J. S., Goel, V. K., & Kumar, S. (1991). A nonlinear optimization force model of the human lumbar spine. International Journal of Industrial Ergonomics, 8(3), 289–301. http://doi.org/10.1016/0169-8141(91)90039-O
Hansen, L., de Zee, M., Rasmussen, J., Andersen, T. B., Wong, C., & Simonsen, E. B. (2006). Anatomy and biomechanics of the back muscles in the lumbar spine with reference to biomechanical modeling. Spine, 31(17), 1888–99.
Keenan, K. G., Santos, V. J., Venkadesan, M., & Valero-Cuevas, F. J. (2009). Maximal voluntary fingertip force production is not limited by movement speed in combined motion and force tasks. The Journal of Neuroscience : The Official Journal of the Society for Neuroscience, 29(27), 8784–8789. http://doi.org/10.1523/JNEUROSCI.0853-09.2009
Lackner, J. R., & Dizio, P. (1994). Rapid adaptation to Coriolis force perturbations of arm trajectory. J Neurophysiol, 72(1), 299–313. http://doi.org/citeulike-article-id:450102
Ledet, E. H., Tymeson, M. P., DiRisio, D. J., Cohen, B., & Uhl, R. L. (2005). Direct real-time measurement of in vivo forces in the lumbar spine. Spine Journal, 5(1), 85–94. http://doi.org/10.1016/j.spinee.2004.06.017
Luinge, H. J., & Veltink, P. H. (2004). Inclination measurement of human movement using a 3-D accelerometer with autocalibration. IEEE Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the IEEE Engineering in Medicine and Biology Society, 12(1), 112–121. http://doi.org/10.1109/TNSRE.2003.822759
Shirazi-Adl, A., & Parnianpour, M. (1993). Nonlinear response analysis of the human ligamentous lumbar spine in compression. On mechanisms affecting the postural stability. Spine, 18(1), 147–58. http://doi.org/10.1097/00007632-199301000-00021
Shirazi-Adl, A., Sadouk, S., Parnianpour, M., Pop, D., & El-Rich, M. (2002). Muscle force evaluation and the role of posture in human lumbar spine under compression. European Spine Journal, 11(6), 519–526. http://doi.org/10.1007/s00586-002-0397-7
Shum, G. L. K., Crosbie, J., & Lee, R. Y. W. (2005). Symptomatic and asymptomatic movement coordination of the lumbar spine and hip during an everyday activity. Spine, 30(23), E697–702. http://doi.org/10.1097/01.brs.0000188255.10759.7a
Teo, E. C., & Ng, H. W. (2001). Evaluation of the role of ligaments, facets and disc nucleus in lower cervical spine under compression and sagittal moments using finite element method. Medical Engineering and Physics, 23(3), 155–164. http://doi.org/10.1016/S1350-4533(01)00036-4
Vaz, G., Roussouly, P., Berthonnaud, E., & Dimnet, J. (2002). Sagittal morphology and equilibrium of pelvis and spine. European Spine Journal, 11(1), 80–87. http://doi.org/10.1007/s005860000224
Wada, O., Tateuchi, H., & Ichihashi, N. (2014). The correlation between movement of the center of mass and the kinematics of the spine, pelvis, and hip joints during body rotation. Gait and Posture, 39(1), 60–64. http://doi.org/10.1016/j.gaitpost.2013.05.030
Wu, B., Wang, C., Krug, R., Kelley, D. A., Xu, D., Pang, Y., … Zhang, X. (2010). 7T human spine imaging arrays with adjustable inductive decoupling. IEEE Transactions on Bio-Medical Engineering, 57(2), 397–403. http://doi.org/10.1109/TBME.2009.2030170
Regards, 
Abdel-Rahman
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I work at a sports specialist school in Melbourne, Australia and we would like to introduce a pre training neuromuscular fatigue protocol that would allow us to assess the students readiness to train.
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How much water are we able to absorb in given amount of time in rest or during exercise? I have came across different values and can't really figure out what is to be advised to ultra endurance athletes performing in the heat, as accumulation of unabsorbed fluid can cause gastrointestinal problems ...
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The water needs are important and often overlooked, of about 3.5 liters per day 1.75 liter of beverage, the remainder being included in the diet.
However, sweat losses may be higher (the above 4 in a few hours) in hot environments. During the year, the water intake should be supplemented with minerals to avoid hemodilution, especially during long-term exercise
In team sports (during the half-time) or in individual sports (in the rest) contributed approximately 200 ml of water containing 20 g of glucose, 1 g of sodium chloride and 1 g potassium gluconate seems desirable.
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Hi everyone. I'm Ivan Navarro, student at Camilo Jose Cela University. 
If anyone knows any article which talk about this, I would appreciate to get in touch with me. 
Regards. 
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I am not 100% what you are asking: (1) How athletics affect the menstrual cycle or (2) how the menstrual cycle affects athletic performance?
(1) In terms of the first statement: - It depends on the intensity and type of exercise. It is well known that exercise can alter energy balance and in severe cases negatively affect the female reproductive system ultimately leading to cessation of menstruation. (refer to suggested manuscripts below)
The effects of intense exercise on the female reproductive system. Warren MP, Perlroth NE. J Endocrinol. 2001 Jul;170(1):3-11. Review.PMID:11431132
(2) In terms of the second statement: The phase of the menstrual cycle does not appear to affect the performance that much (refer to suggested manuscripts below) 
Med Sci Sports Exerc. 1995 Mar;27(3):437-44.
Effects of menstrual cycle phase on athletic performance.
Lebrun CM1, McKenzie DC, Prior JC, Taunton JE.
Sports Med. 1993 Dec;16(6):400-30.
Effect of the different phases of the menstrual cycle and oral contraceptives on athletic performance.
Lebrun CM1.
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I am a rugby player, I find difficulties when I want to side step my opponents and also I am not able to pass the ball in a particular space we my teammate can intercept the ball without slowing his movement. 
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Speed and Distance are related to accuracy as well as if the skill is a Simple to Complex skill and if it is in an Open or Closed Enviorment also weather effects and shoe surface interaction effects also play and effect as well as the skill of the opponent and/or teammate.  Thus, if one starts practicing the skill in a slow, smaller distance, closed environment with min. to no distractions, then moves into a faster greater distance and involve a more complex scenario and practice, practice in a blocked and random practice manner, the skill of passing and cutting should improve. I hope this helps.
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Many authors designed protocols trying to assess the tactical aspect of a soccer player taking into account situations and play schemes in small towns. Is there any protocol or standard design developed?
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I suggest you the FUT-SAT protocol (see atached file)
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FMS is a good tool to do movement analysis, keeping spinal stability in preview of all the movements.
But, at the same time is it specific and sensitive to determine athletic performance and injury prediction?
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What are the top injuries in 'THE' sport? I would find screening tests which are specific to the known top injuries. If for example the low back is a common problem in running, a validated functional assessment would be worth using e.g. we are examining and reporting the merit of the Combined Movement Examination (CME) for the lumbar spine. In the case of a low back CME, if their movement was not within 1SD of the normal reference range (within 68% of normal distribution), there may be hyper or hypomobility. My two cents worth! [I've attached an article describing CME]
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I am looking to provide a dietary plan for 18-25yr old footballers, who have a body percentage over 25%? What are the proper guidelines to lose fat but minimize the risk of injury. Any advice will help. Thanks.
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The best recommendation would probably be look the international guidelines.
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I'm looking for data to make comparisons between these two parameters in a maximal exercise stress test on a treadmill. 
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Dear Dr. Victor , you can find the answer of your question in this articles :
* How to test maximal oxygen uptake: a study on timing and testing procedure of a supramaximal verification test
*  Intermittent runs at the velocity associated with maximal oxygen uptake enables subjects to remain at maximal oxygen uptake for a longer time than intense but submaximal runs
*  Oxygen kinetics and modelling of time to exhaustion whilst running at various velocities at maximal oxygen uptake
*  The key point is to measure and increase VO2max.
* Multi-Stage 20-m Shuttle Run Fitness Test, Maximal Oxygen Uptake and Velocity at Maximal Oxygen Uptake
* A new incremental test for VO2max accurate measurement by increasing VO2max plateau duration, allowing the investigation of its limiting factors
*  Pacing at vVO2 Peak: Metabolic and Performance Profile
* VO2 max Characteristics of Male Professional Soccer Players 1989-2012.
* Tests to determine the maximum and submaximum aerobic running velocity
check this articles and i hope to add a new answer to you.
best regards
moustafa
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Writing a paper looking at the acute differences between performing repeated sprint training on sand vs grass.
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I'm an avid fan of the NFL (American Football) and I have noticed that under the leadership of Commisioner Roger Goodell, the league has taken a number of deliberate strategic steps, over the past seven years, to increase its international footprint
Among the notable developments are the increase in the number of games being played overseas  and the (modest) increase in the number of NFL players born and/or recruited from outside the USA. There is even talk of having games played in Mexico and a few NFL teams are considering moving to London.
What I have in mind is a single case study that looks at drivers, barriers, triggers or strategies associated with the internationalization of the NFL
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There has been some general papers on the internationalization of sports as well as on American Football in Europe. I extracted the bibliographical information of the main pieces of work from Europe's biggest sport science database provided by the Federal Institute of Sport Sciences Germany. You can access the database free of charge via
Maybe this information helps at the beginning of your project.
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My institution has recently purchased a piece of equipment called CheckmyLevel which according to their user manual and publicity material uses 'The FAM - Method' to determine levels of fatigue through electric pulses sent through the wrist and interpreted through a smart phone app. I want to find more info about this method and what it's actually measuring but I can't find anything peer reviewed or not written by the company that manufactures it. Does anyone have any studies or and info about what the FAM Method is or how this machine works?
thanks
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The FAM method provides a quick and non-invasive assessment result on the loading/recovery status of the body. The method is based on analyzing the neuromuscular system with interferential current which is widely used in general physiotherapy.
There are 3 studies about the FAM-method (as used in athletic training), but all in non-English. 
Dr. Sulin Chen from China, Vesa Linnamo from Jyväskylä University (Finland) and Arto Hautala. 
Together they suggest that the FAM-method: 
can measure the acute neuromuscular fatigue not yet cumulated in the CNS and
can monitor physical load and recovery as well as motoric potentional.
But it doesn't look promosing though, given out links to the actual studies seem unavailable. 
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Edit:  [See attached link]
The method is called Frequency Analysis Method – FAM. Except in rehabilitation, the method is assumed also to be suitable for athletic and fitness training. By assessing the bioelectric state and excitability of the muscle and nerve tissues it might be possible to evaluate the recovery of the tissue after trauma or the normalisation of the tissue electricity, and thus evaluate the rehabilitation or training process and the therapy procedures used. The principle of the method is established in the Patent pending (13) and in the technical documentation (1).
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I am looking to produce a dissertation study based on the effects of plyometric training on sand to see if it can be used as an additional training program in footballers seasons to increase power output, agility, vertical jump height and speed. Whilst have minimal effect on muscle soreness and fatigue.
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You can see my article with the title of:
Comparing The Effects of The Plyometric Exercise on Sand, Grass and
Wood Surfaces on Delayed-Onset Muscle Soreness Of Young Athletes" in "International Journal of Sport Studies. Vol., 4 (4), 441-447, 2014"
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Exertional rhabdomyolysis in athlete’s  and acute dehydration?
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What specifically is the question?
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I am looking for normative data of the joint angles during rowing action (Sculling) using Concept 2 and Vicon nexus system. Any evidences will be appreciated. Please do suggest me previous studies. Many thanks.
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Before the propulsive phase, the angles of the ankle, knee and hip are at maximum flexion in the cycle, ie ~ 70 ° of dorsiflexion to the ankle (0 ° = foot fully extended) ~ 120 ° of flexion in the knee (0 ° = fully extended) and ~ 40 ° of flexion in the hip (Janshen et al. 2009). The angular amplitudes for the knees, ankles and hips during the propulsive phase are approximately of 110 °, 70 ° and 100 ° (Janshen et al. 2009). The extension of the legs is more or less complete depending on the level of the rowers (Hase et al. 2004). See also Soper and Hume 2004 and  Rodriguez et al. 1990.
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In my experience we've found interesting data, especially in soccer players. We are trying to identify HRV changes as a biomarker in the control of weekly training load impact before soccer games.
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Thank u Bojan i appreciate it! 
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I am researching how elevated expectations can affect performance in a repetitive golf putting task and want to measure how and if it has any derogatory effects on efficacy.
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Hi Richard,
You may wish to look at Feltz and Chase's Outcome Expectancies scale here and adapt the way it is used slightly to fit your research design.
Many Thanks
John
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I wonder if someone studied whole body vibration before so can give me some information about the frequency because some authors suggest that 50 Hz for elite athletes 30 Hz for nonathletes 
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There should be no difference between Amateur an Professional athletes. It. is all about activating a certain muscle Fibre Type. Type II fibers give their optimum activating response with  a frequency of around 27. Type II fibers  have  a  twitch Time of  38 milliseconds  or around 27 contractions per second. See my study on leg muscle activity here in Research Gate.
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I´m studying cognitive capacities in soccer but most of the articles I´ve seen evaluate different cognitive capacities and I haven´t found a pattern on the tests used for analysing cognitive performance in soccer.
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Thank you Gil! In fact the papers you sent me are very interesting. I´ve been reading many works from the tactical point of view and that´s something I also have interest on, the different ways of evaluating tactical performance in football. However, what I´m looking for really are works about general cognitive functions that could be related to performance in football, such as the works of Vestberg et al "Executive Functions Predict the Success of Top Soccer Players" (2012) and Verburgh "Executive Functioning in Highly Talented Soccer Players" (2014). I have found a few others but there is a diversity on the tests used and cognitive capacities evaluated, and that´s what I´m trying to figure out, which tests could be used and which capacities could have more influence on performance in football. I think the interest on that subject has been growing for the past years but I agree, I don´t think there is a standardized test yet.  Thank you very much for your help! 
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Still in the early stages of research but plan on looking at the effects of consuming various amounts of CHO, and fasted state prior to HIIT, examining power output pre and post exercise intervention along with metabolic changes that occur. Sample will be based around female university athletes
Aim is to try and find an appropriate recommendation of pre HIIT CHO consumption that will allow increased performance e.g. power output and induce metabolic changes.
Any contributions or critiques are more than welcome
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Dr Gareth Wallis (at Birmingham as I'm sure you know) has done work on male/female differences with CHO and fat metabolism: 
In terms of pre exercise CHO ingestion - good paper by Dr Stuart Galloway on some research we did at Stirling: 
Seems like a good place to start developing your question.  
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The most successful businesses have one thing in common: they never stop learning. They consequently execute their continuous improvement programs, based on bench-marking with their most successful competitors or even the best-of-best organizations even outside their own industry. So for example a top manufacturer aspiring to deliver world class services around his products will look at top service providers e.g. in the hospitality industry.
To what degree does sports science exploit the potential of learning from the best-of-best?
Lets look at golf. In order to develop a good swing, some basic capabilities are needed: flexibility, stability, hand-eye-coordination, etc.
Are there any studies that,
- identify the basic capabilities
- identify the best-of-best a golfer can learn from
- show how golf training could incorporate training practices from these best-of-best?
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Yes we do because elite athletes cant be copied for novice one.
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I'm trying to get a better handle on all the neural, structural and mechanical changes associated with SSC fatigue. Do all these neuromuscular adjustments essentially boil down to the muscle damage and subsequent remodelling following stretch-shortening cycle exercise?
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    Hi Rob, yes, that was the paper I referred to.  I don't know too many papers that specifically looked at a fatiguing SSC protocol.  The work of Avela and Komi come to mind though.  Have you considered taking a broader approach?  Rather than looking for papers that specificially used a SSC protocol to fatigue a muscle, perhaps you should start with the question, "How can fatigue in general affect the SSC?".   I believe the answer to that would answer your 2nd question.  I do not believe the altered spindle discharge was due to muscle damage because I don't believe their protocol would have led to much damage, if any.  I believe the take home message from that is that the spindles themselves can fatigue.  Either that, or the intrafusal fibers that the spindles are wrapped around get fatigued to a point that it desensitizes the spindle response.  However, with that said, it could be speculated that intrafusal fibers could be damaged as easily as the extrafusal fibers are.  If the intrafusal fibers lose structural integrity due to damage, it is reasonable to believe that spindle function would suffer as a consequence (as would the SSC).   So, in short, muscle damage is not necessary to alter the neural part of the SSC, but damage would also alter it (i.e. it is "sufficient" to alter it).
    In regards to the group III/IV afferents, the afferents originating from chemoreceptors (see Bigland-Ritchie and Woods) should recover fairly quickly (within minutes), depending on the extent of the fatigue.  However, if muscle damage is extensive, it is reasonable to believe that group III/IV afferents that originate from nociceptors might have an impact on the motor neuron pool (e.g. Sohn et al.).
I hope this helps.
---Relevant Papers---
Avela, J. and P.V. Komi, Interaction between muscle stiffness and stretch reflex sensitivity after long-term stretch-shortening cycle exercise. Muscle Nerve, 1998. 21(9): p. 1224-1227.
Avela, J., H. Kyröläinen, and P.V. Komi, Altered reflex sensitivity after repeated and prolonged passive muscle stretching. J Appl Physiol, 1999. 86(4): p. 1283.
Avela, J., H. Kyröläinen, P.V. Komi, and D. Rama, Reduced reflex sensitivity persists several days after long-lasting stretch-shortening cycle exercise. J Appl Physiol, 1999. 86(4): p. 1292-1300.
Bigland-Ritchie, B., N. Dawson, R. Johansson, and O. Lippold, Reflex origin for the slowing of motoneurone firing rates in fatigue of human voluntary contractions. J Physiol, 1986. 379(1): p. 451.
Nelson, D.L. and R.S. Hutton, Dynamic and static stretch responses in muscle spindle receptors in fatigued muscle. Med Sci Sports Exerc, 1985. 17(4): p. 445-453.
Sohn, M.K., T. Graven Nielsen, L. Arendt Nielsen, and P. Svensson, Inhibition of motor unit firing during experimental muscle pain in humans. Muscle Nerve, 2000. 23(8): p. 1219-1226.
Woods, J.J., F. Furbush, and B.R. Bigland-Ritchie, Evidence for a fatigue-induced reflex inhibition of motoneuron firing rates. J Neurophysiol, 1987. 58(1): p. 125-137
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The cognitive skills of the athletes can be enhanced by the neuro-feedback training. After NFT, how can the enhancement in performance can be judged?
Is there any test/software/technique to judge the performance?
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Search the lit for people who have studied football already. There should be a few lab measures that have already been used.
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I'm looking for a practical diagnostic tool to gather the conditional performance of surfers. Problem: I'm not living at the ocean, so tests have to take place in sports hall.
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Hi Christian,
I tend to think of surfing as having three elements that are suitable for performance testing in a lab or on dry land.
First, balance on the board. There are quite a few systems avaialbe to test standing balance on two feet. An example is the "Wobbegong" balance board. (Try searching using the terms Wobbegong and Balance). These systems give you a reading from movements of an inclinometer attached to an unstable board, as people try to keep if still. So it is similar to measuring sway on a force plate, except that the surface is unstable, so it matches surfing better. This would give you a 20-second test of balance stability on an unstable surface, which replicates that skill required to control a surf-board.
Second, arm fitness to paddle in to the breaking wave. Perhaps the Wingate crank test (a form of hand cycle, to explain it simply). This has been used a lot with swimmers. I'm not sure if surfers need arm endurance or sprint power. You would have to do a bit of motion analysis of surfers catching waves to see how long they paddle for, as well as the work they do to get back out beyond the break each time. Then you could treat them as a power swimmer or an endurance swimmer, depending on what you want to find out.
Third, jumping up onto the board. They do a powerful push-up and then spring to their feet. Perhaps you could use a force plate under their hands, and do a "clapping" push-up, to see how much sinlge-repetition force they can apply to launch themselves upwards. However, the most compatible test would also include a pwerful tucking up of the legs under them, so it is more like a "burpee" movement. Perhaps a power test for squat-tuck movement slike this would be more compatible (e.g. 10 seconds, maximum repetitions)?
I have not seen any evidence of these sorts of dry-land performance tests for surfers, so you would be doing something new. As a result you might have toestablish validity and relibility for any new versions of these tests that you create. (Still, that is what research is for...something new.)
Good luck.
Jeremy
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I am looking for any devices (especially telemetric) that are capable of monitoring real time the human performance (e.g. during running, or roller skating). Any device counts which suitablly monitors pulse, speed, blood lactate, blood pressure etc. For example Team Polar or Polar RC3GPS. Preferably the devices with the more types of data would be better.
 
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I have used (possibly an older version) of polar team, and it was the worst piece of kit i have ever thrown in the bin, literally it was replaced! The charging dock was a nightmare to use, accuracy wasn't good etc etc.
A device that I have used in a number of sports, and has proven rugged as it has been used in combat sports is the Cosmed K4 b2. Essentially a portable spirometric device, that has telemetric capabilities and measures many parameters. Really it depends on what are your essential parameters that you MUST measure and which ones are just an added benefit?
K4b2....
Pulmonary Gas Exchange (VO2, VCO2)
Breath by Breath Technology
Telemetry Data Transmission up to 1000m
Indirect Calorimetry
Integrated GPS System
Integrated Oxygen Saturation (SpO2)
Integrated 12-lead Stress Testing ECG
Hope that helps
 
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The focus lies on the screening of risk factors for non-contact and indirect contact injuries of the lower extremities (e.g. muscle injuries, ACL injuries). The test battery should be implementable in a real world sports setting - ideally as part of the regular preseason performance and pre-participation diagnostics.
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The Football Matrix is a football specific movement screen. It is a battery of tests, which identifies movement impairment which are related to risk of injury, recurrence of injury and influence performance - for more detail see link
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I would look at papers based on army training courses (they get away with a lot because of lower ethics requirements it would seem!) (eg Fortes 2013). Also look at combat sports (eg Mendes 2013) papers as well as other weight governed sports. Word of warning be critical of these types of papers as it would seem that authors often have an agenda of proving reducing BF% detrimental even if their results prove otherwise (just like papers on dehydration in short-duration sports). I don't have my papers with me ATM but I will try and reference some more when I get back to them.
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Could you please help me find published research that caters to this specifically?
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Trappe S., et al. (2000) Med Sci Sport Exerc 32(12) 48 to 56.
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If someone has a dual qualification/accreditation, could they enact two different roles for the same team or individual athlete? The benefit could lie in the increased knowledge of that athlete or team, especially with regards to the diverse demands placed on the individual(s), but could there be negative implications to this dual role?
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I agree with Jordan. Every coach plays a role in performance both physical and psychological. However, experts are needed to maximise each athlete's potential. There may not be a necessity for every coach to have contact with the athlete on a daily basis but ongoing expert monitoring of each section of the athlete's programme is essential.
Should a coach fill a dual role, the more interpersonal knowledge the coach will gain of the athlete and an increased likelihood the coach will create a better team dynamic and environment in which the athlete can thrive.
Conversely, even if one individual is qualified or expert in more than one area the workload may be too onerous for one person especially in a team environment. Also, some athlete's prefer an option to discuss aspects of their programme 'in confidence', a sound board outside of the skills/technical coaches.
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I read the abstract of the article attached to this message. Interesting findings and an eye opener for everybody involved in talent ID.
However, I have some additional questions related to the observations reported:
1. How long underperformed the athlete during their development. Was this for only 1 season or multiple seasons?
2. Was the temporary decrease in performance related to the shift in competition category? Eg from junior level to U23 level, or U23 to elite level? Any other possible explanations for the observations? eg coaching quality?
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Though no expert on statistics, I think there are two populations that could be studied. First is, among all juniors (high school aged kids in the US) who join a sports team, how many will become elites. It starts with a very large group and is narrowed down to a very small group over the time course of 7-10 years. In my example above, it was 7 years (meeting the definition of a gold medal at U23 World Championships as putting an athlete into the elite status). The second population to be studied is among a group of elites, how did those elites get to that status. That's a much smaller group to study..
My athletes are in the first group- hundreds of kids who became high school rowers, two of whom went on to elite status (gold medals at U23 world championships). Along the way, some of my very gifted athletes left the ranks of rowing. The reasons are many, often related to money and college.
One study is not the inverse of the other. They are very different populations.
I scan the literature and search for articles but haven't found much that offers insight into the first group. A detailed look at the second group is in the book "Developing Talent in Young People" by Dr. Benjamin Bloom in which his group studied 120 very talented "elites" and detailed how they group achieved that status. It is available on Amazon.
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Specifically, using calibrated amounts of either peppermint or lavender on strips for inhalation by athletes during endurance events.
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Hi Mary, there is a paper published in The Sport Psychologist that sounds very similar to what you are looking for. http://journals.humankinetics.com/tsp-back-issues/tsp-volume-25-issue-2-june/olfactory-effects-on-attention-allocation-and-perception-of-exertion
Hope this is useful.
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I recently performed a case study/training study with an elite athlete group, where I have observed a fairly substantial 5 cm increase in countermovement jump height. In the same data however there is also a significant decrease in relative net impulse. There is a large decrease in time taken to perform the movement, with an increase in peak force. I have attached the pre and post force time curves for you to view.
I know that relative net impulse is thought to determine jump height (Kirby et al, 2011) but if in this situation, i.e. a decrease in time but an increase in peak force, is it possible for jump height to increase and impulse to decrease, or should the increased peak force have accounted for the decreased time and result in a similar/greater impulse?
Alternatively, could these results be a product of how the measures have been calculated? These values were calculated through a force plate/linear position transducer system and so could these findings have resulted from the fact that jump height was derived from take-off velocity and not directly?
I'd love to hear your thoughts on this finding that seems to contrast with common opinion. I'm unsure whether it is calculation error on my part or simply an unusual finding.
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As some colleagues already pointed out: in your case you need to understand the initial conditions, what the COM is doing and where the COM is located. If you have a slightly lowered COM - for example due to the position of the arms, or slightly bend joints in the legs, or a trunk lean - you might get a decreased jump height with a bigger impulse, because you will "use up" some of the net impulse to elevate your COM at take-off.
Your graphs showed a little deviation in initial GRF - it seemed to be lower in pre condition, this could either be a change in body mass or in your pre condition the athlete was already lowering the COM when you started the measurement => unloading the force plate and therefore the net impulse you will calculate without including this knowledge might be overestimated.
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There have been no practical studies investigating tactical performance in boxing. I would like to measure tactical performance using an objective test.
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You must develop a flow chart of determinant techniques in boxing. Than you register in a spreadsheet how many times each important technique was executed in a chosen interval of time. I believe that each time you perform the analysis, you will find issues to be improved. I call this phase as beta analysis.