ReviewSports medicine (Auckland, N.Z.)2004
Assessing voluntary muscle activation with the twitch interpolation technique.
Review in Sports medicine (Auckland, N.Z.), 2004. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02317094 (Low-intensity Blood-flow Restricted Muscle Exercise in Patients With Sporadic Inclusion Body Myositis), which is not on this map. Cited by 103 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Low-intensity Blood-flow Restricted Muscle Exercise in Patients With Sporadic Inclusion Body Myositis: a Randomised Controlled Trial
Who cites it
103 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The Role of Muscle Mass in Endurance Performance and Neuromuscular Fatigue: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- Effects of acute caffeine intake on muscular power during resistance exercise: a systematic review and meta-analysis.Frontiers in nutrition · 2025Pooled it
- Age-related Deficits in Voluntary Activation: A Systematic Review and Meta-analysis.Medicine and science in sports and exercise · 2020Pooled it
- Quadriceps activation following knee injuries: a systematic review.Journal of athletic trainingPooled it
- Effects of Low-Load Blood-Flow Restriction Training Versus High-Load Resistance Training on Neuromuscular Performance and Neuromuscular Activation.Scandinavian journal of medicine & science in sports · 2026Trial
- How does acute caffeine ingestion affect maximal strength and muscular power in bench press and back squat in resistance-trained men?Journal of the International Society of Sports Nutrition · 2025Trial
- Comparable muscle fatigue responses across different low-load blood flow restriction protocols among women.European journal of applied physiology · 2025Trial
- Effect of Caffeinated Chewing Gum on Maximal Strength, Muscular Power, and Muscle Recruitment During Bench Press and Back Squat Exercises.Nutrients · 2025Trial
- Acute Co-Ingestion of Caffeine and Sodium Bicarbonate on Muscular Endurance Performance.Nutrients · 2024Trial
- Trial
- Load and muscle group size influence the ergogenic effect of acute caffeine intake in muscular strength, power and endurance.European journal of nutrition · 2023Trial
- Fasting-Mimicking-Diet does not reduce skeletal muscle function in healthy young adults: a randomized control trial.European journal of applied physiology · 2022Trial
- Trial
- The Dose-Effects of Caffeine on Lower Body Maximal Strength, Muscular Endurance, and Rating of Perceived Exertion in Strength-Trained Females.Nutrients · 2021Trial
- Caffeine Doses of 3 mg/kg Increase Unilateral and Bilateral Vertical Jump Outcomes in Elite Traditional Jiu-Jitsu Athletes.Nutrients · 2021Trial
- Effect of the Anode Placement on the Antagonist Muscles Recruitment: Implication for the Interpolated Twitch Technique Outcome.Journal of sports science & medicine · 2019Trial
- The effect of paired corticospinal-motoneuronal stimulation on maximal voluntary elbow flexion in cervical spinal cord injury: an experimental study.Spinal cord · 2019Trial
- Carbohydrate Mouth Rinse Fails to Improve Four-Kilometer Cycling Time Trial Performance.Nutrients · 2018Trial
- Effects of 4 weeks of low-load unilateral resistance training, with and without blood flow restriction, on strength, thickness, V wave, and H reflex of the soleus muscle in men.European journal of applied physiology · 2017Trial
- Effect of knee angle on quadriceps strength and activation after anterior cruciate ligament reconstruction.Journal of applied physiology (Bethesda, Md. : 1985) · 2015Trial
43 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The twitch interpolation technique is commonly employed to assess the completeness of skeletal muscle activation during voluntary contractions. Early applications of twitch interpolation suggested that healthy human subjects could fully activate most of the skeletal muscles to which the technique had been applied. More recently, however, highly sensitive twitch interpolation has revealed that even healthy adults routinely fail to fully activate a number of skeletal muscles despite apparently maximal effort. Unfortunately, some disagreement exists as to how the results of twitch interpolation should be employed to quantify voluntary activation. The negative linear relationship between evoked twitch force and voluntary force that has been observed by some researchers implies that voluntary activation can be quantified by scaling a single interpolated twitch to a control twitch evoked in relaxed muscle. Observations of non-linear evoked-voluntary force relationships have lead to the suggestion that the single interpolated twitch ratio can not accurately estimate voluntary activation. Instead, it has been proposed that muscle activation is better determined by extrapolating the relationship between evoked and voluntary force to provide an estimate of true maximum force. However, criticism of the single interpolated twitch ratio typically fails to take into account the reasons for the non-linearity of the evoked-voluntary force relationship. When these reasons are examined, it appears that most are even more challenging to the validity of extrapolation than they are to the linear equation. Furthermore, several factors that contribute to the observed non-linearity can be minimised or even eliminated with appropriate experimental technique. The detection of small activation deficits requires high resolution measurement of force and careful consideration of numerous experimental details such as the site of stimulation, stimulation intensity and the number of interpolated stimuli. Sensitive twitch interpolation techniques have revealed small to moderate deficits in voluntary activation during brief maximal efforts and progressively increasing activation deficits (central fatigue) during exhausting exercise. A small number of recent studies suggest that resistance training may result in improved voluntary activation of the quadriceps femoris and ankle plantarflexor muscles but not the biceps brachii. A significantly larger body of evidence indicates that voluntary activation declines as a consequence of bed-rest, joint injury and joint degeneration. Twitch interpolation has also been employed to study the mechanisms by which caffeine and pseudoephedrine enhance exercise performance.
Indexed as
Identifiers
15049717What OpenQuestion holds
Registered trials
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.