ArticleSports medicine (Auckland, N.Z.)2014
High responders and low responders: factors associated with individual variation in response to standardized training.
Article in Sports medicine (Auckland, N.Z.), 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07602244 (Effects of Ventilatory Threshold-Based Individualized Training on Aerobic Capacity and 2,000 m Rowing Performance in Youth Rowers From Valdivia), which is not on this map. Cited by 167 papers, 6 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Effects of Ventilatory Threshold-Based Individualized Training on Aerobic Capacity and 2,000 m Rowing Performance in Youth Rowers From Valdivia: A Randomized Controlled Trial
Who cites it
167 citing papers in PubMed, 6 syntheses or guidelines pooled it, 359 citations in OpenAlex.
- Effects of Low-Intensity Endurance Training on Aerobic Fitness and Risk Factors of Cardiometabolic Health in Working-Age Adults: A Systematic Review and Meta-Analysis.Scandinavian journal of medicine & science in sports · 2026Pooled it
- Pooled it
- Pooled it
- A review of the ketogenic diet for endurance athletes: performance enhancer or placebo effect?Journal of the International Society of Sports Nutrition · 2020Pooled it
- Genes to predict VOBMC genomics · 2017Pooled it
- Training Load and Fatigue Marker Associations with Injury and Illness: A Systematic Review of Longitudinal Studies.Sports medicine (Auckland, N.Z.) · 2017Pooled it
- Differential Responsiveness to Exercise and Cognitive Remediation in Physical Health in People With Schizophrenia: Results From the CORTEX-SP Study.European journal of sport science · 2026Trial
- Can the Effects of Exercise Therapy on Achilles Tendinopathy Be Enhanced by Adding Nutritional Advice-A Randomized Controlled Pilot Study.Nutrients · 2026Trial
- Modified Sprint Interval Intervention Produces Lower Inter-Subject Variability in Physiological and Performance Adaptations Across Collegiate Soccer Players.Journal of sports science & medicine · 2025Trial
- Individual muscle hypertrophy response is affected by the overload progression model and is associated with changes in satellite cell content.European journal of applied physiology · 2025Trial
- Comparative analysis of consistency of adaptations to interval interventions individualized using sport-specific techniques in well-trained soccer players.Scientific reports · 2025Trial
- Variability in resistance training trajectories of breast cancer patients undergoing therapy.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024Trial
- Effects of Short Sprint Interval Training Frequency on Physical and Physiological Performance Adaptations in Male Soccer Players.Journal of sports science & medicine · 2024Trial
- The Impact of Running-Based and Drop Jumping Interval Interventions on Cardiorespiratory Fitness and Anaerobic Power of Collegiate Volleyball Players: A Comparative Analysis of Inter-Individual Variability in the Adaptive Responses.Journal of sports science & medicine · 2024Trial
- Glucose ingestion before and after resistance training sessions does not augment ribosome biogenesis in healthy moderately trained young adults.European journal of applied physiology · 2024Trial
- Sex Influences the Extent of Physical Performance Adaptations in Response to Small-Sided Games and Running-Based High-Intensity Interval Training: A Parallel Study Design Involving Men and Women Soccer Players.Journal of sports science & medicine · 2024Trial
- Optimal Prescription for Superior Outcomes: A Comparative Analysis of Inter-Individual Variability in Adaptations to Small-Sided Games and Short Sprint Interval Training in Young Basketball Players.Journal of sports science & medicine · 2024Trial
- The Effects of Standardised versus Individualised Aerobic Exercise Prescription on Fitness-Fatness Index in Sedentary Adults: A Randomised Controlled Trial.Journal of sports science & medicine · 2022Trial
- Individual responsiveness to a school-based karate intervention: An ancillary analysis of a randomized controlled trial.Scandinavian journal of medicine & science in sports · 2022Trial
- Endurance versus resistance training in treatment of cardiovascular risk factors: A randomized cross-over trial.PloS one · 2022Trial
107 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The response to an exercise intervention is often described in general terms, with the assumption that the group average represents a typical response for most individuals. In reality, however, it is more common for individuals to show a wide range of responses to an intervention rather than a similar response. This phenomenon of 'high responders' and 'low responders' following a standardized training intervention may provide helpful insights into mechanisms of training adaptation and methods of training prescription. Therefore, the aim of this review was to discuss factors associated with inter-individual variation in response to standardized, endurance-type training. It is well-known that genetic influences make an important contribution to individual variation in certain training responses. The association between genotype and training response has often been supported using heritability estimates; however, recent studies have been able to link variation in some training responses to specific single nucleotide polymorphisms. It would appear that hereditary influences are often expressed through hereditary influences on the pre-training phenotype, with some parameters showing a hereditary influence in the pre-training phenotype but not in the subsequent training response. In most cases, the pre-training phenotype appears to predict only a small amount of variation in the subsequent training response of that phenotype. However, the relationship between pre-training autonomic activity and subsequent maximal oxygen uptake response appears to show relatively stronger predictive potential. Individual variation in response to standardized training that cannot be explained by genetic influences may be related to the characteristics of the training program or lifestyle factors. Although standardized programs usually involve training prescribed by relative intensity and duration, some methods of relative exercise intensity prescription may be more successful in creating an equivalent homeostatic stress between individuals than other methods. Individual variation in the homeostatic stress associated with each training session would result in individuals experiencing a different exercise 'stimulus' and contribute to individual variation in the adaptive responses incurred over the course of the training program. Furthermore, recovery between the sessions of a standardized training program may vary amongst individuals due to factors such as training status, sleep, psychological stress, and habitual physical activity. If there is an imbalance between overall stress and recovery, some individuals may develop fatigue and even maladaptation, contributing to variation in pre-post training responses. There is some evidence that training response can be modulated by the timing and composition of dietary intake, and hence nutritional factors could also potentially contribute to individual variation in training responses. Finally, a certain amount of individual variation in responses may also be attributed to measurement error, a factor that should be accounted for wherever possible in future studies. In conclusion, there are several factors that could contribute to individual variation in response to standardized training. However, more studies are required to help clarify and quantify the role of these factors. Future studies addressing such topics may aid in the early prediction of high or low training responses and provide further insight into the mechanisms of training adaptation.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.