ReviewFrontiers in physiology2017
Cardiac Autonomic Responses during Exercise and Post-exercise Recovery Using Heart Rate Variability and Systolic Time Intervals-A Review.
Review in Frontiers in physiology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06616428 (Acute Effects of Commercial Group Exercise Classes on Arterial Stiffness and Cardiovagal Modulation in Healthy Young and Middle-aged Adults), which is not on this map. Cited by 283 papers, 14 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.
Acute Effects of Commercial Group Exercise Classes on Arterial Stiffness and Cardiovagal Modulation in Healthy Young and Middle-aged Adults: an Ecological Valid Model
Who cites it
283 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- Transcutaneous vagus nerve stimulation and exercise-induced autonomic regulation: a systematic review.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2026Pooled it
- Effects of controlled, acute exposure to air pollutants on heart rate variability in humans: a meta-regression and methodological recommendations.BMC public health · 2026Pooled it
- Effects of Exercise on Autonomic Cardiovascular Function in Older Adults: A Systematic Review and Meta-Analysis.Sports medicine (Auckland, N.Z.) · 2026Pooled it
- Effects of aerobic exercise on cognition, sleep, and mood in healthy adults: a systematic review and meta-analysis of randomized controlled trials.Frontiers in human neuroscience · 2026Pooled it
- High-intensity interval aerobic exercise delays recovery from heart rate variability: a systematic review with meta-analysis.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2025Pooled it
- Heart rate variability and overtraining in soccer players: A systematic review.Physiological reports · 2025Pooled it
- A systematic review and meta-analysis investigating the impact of exercise interventions on heart rate variability in hemodialysis patients.Scientific reports · 2024Pooled it
- The Impact on Autonomic Nervous System Activity during and Following Exercise in Adults: A Meta-Regression Study and Trial Sequential Analysis.Medicina (Kaunas, Lithuania) · 2024Pooled it
- Effectiveness of spinal manipulation in influencing the autonomic nervous system - a systematic review and meta-analysis.The Journal of manual & manipulative therapy · 2024Pooled it
- Pooled it
- Heart Rate Variability-Derived Thresholds for Exercise Intensity Prescription in Endurance Sports: A Systematic Review of Interrelations and Agreement with Different Ventilatory and Blood Lactate Thresholds.Sports medicine - open · 2023Pooled it
- Effects of Inspiratory Muscle Training in Type 2 Diabetes: A Systematic Review.Brazilian journal of cardiovascular surgery · 2023Pooled it
- Acute Effects of High-Intensity Interval Training on Diabetes Mellitus: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Heart rate variability dynamics in women with urinary incontinence: a systematic review.International urogynecology journal · 2022Pooled it
- Short-term effects of weight-loading on heart rate variability in obese adults.Physiological reports · 2026Trial
- Post-exercise auricular vagus nerve stimulation modulates autonomic and recovery responses in physically inactive young adults: a randomized controlled trial.Scientific reports · 2026Trial
- Association between cardiac autonomic control and blood pressure response to resistance training in adults with pharmacologically treated hypertension.Physiological reports · 2026Trial
- Recovery of Linear and Nonlinear Heart Rate Variability Metrics After Short-Term Moderate versus Vigorous Intensity Exercise: A Cross-Sectional Randomized Cross-Over Study.European journal of sport science · 2025Trial
- Effects of Compression Pants with Different Pressure Levels on Anaerobic Performance and Post-Exercise Physiological Recovery: Randomized Crossover Trial.Sensors (Basel, Switzerland) · 2025Trial
- Trial
223 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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cardiac parasympathetic activity may be non-invasively investigated using heart rate variability (HRV), although HRV is not widely accepted to reflect sympathetic activity. Instead, cardiac sympathetic activity may be investigated using systolic time intervals (STI), such as the pre-ejection period. Although these autonomic indices are typically measured during rest, the "reactivity hypothesis" suggests that investigating responses to a stressor (e.g., exercise) may be a valuable monitoring approach in clinical and high-performance settings. However, when interpreting these indices it is important to consider how the exercise dose itself (i.e., intensity, duration, and modality) may influence the response. Therefore, the purpose of this investigation was to review the literature regarding how the exercise dosage influences these autonomic indices during exercise and acute post-exercise recovery. There are substantial methodological variations throughout the literature regarding HRV responses to exercise, in terms of exercise protocols and HRV analysis techniques. Exercise intensity is the primary factor influencing HRV, with a greater intensity eliciting a lower HRV during exercise up to moderate-high intensity, with minimal change observed as intensity is increased further. Post-exercise, a greater preceding intensity is associated with a slower HRV recovery, although the dose-response remains unclear. A longer exercise duration has been reported to elicit a lower HRV only during low-moderate intensity and when accompanied by cardiovascular drift, while a small number of studies have reported conflicting results regarding whether a longer duration delays HRV recovery. "Modality" has been defined multiple ways, with limited evidence suggesting exercise of a greater muscle mass and/or energy expenditure may delay HRV recovery. STI responses during exercise and recovery have seldom been reported, although limited data suggests that intensity is a key determining factor. Concurrent monitoring of HRV and STI may be a valuable non-invasive approach to investigate autonomic stress reactivity; however, this integrative approach has not yet been applied with regards to exercise stressors.
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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.