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BLOG · TRAINING SCIENCE
Answers from the source.
Evidence-based writing on measurement, training, recovery, and the technology behind real results.


Do step counters help with weight loss?
In randomised trials, pedometer users walked 2,491 more steps a day than controls (95% CI 1,098 to 3,885), and having a step goal predicted the increase. Walking programmes without a diet produced modest weight loss of 1.27 kg on average.
2 days ago


Can you be fit and fat?
For mortality, people with a high BMI and good aerobic fitness fared better than normal-weight people with poor fitness. For diabetes and its risk factors, fitness did not cancel out excess weight.
2 days ago


Does exercise shrink visceral fat even when the scale barely moves?
Across 117 studies, dieting produced more weight loss but exercise tended to remove more visceral fat, and without weight loss exercise still reduced it. Aerobic training carried the clearest effect.
2 days ago


Does walking more lower your resting metabolic rate?
In older women measured with doubly labelled water, four months of supervised aerobic training left resting metabolic rate unchanged, and over 10 months of exercise resting metabolic rate did not change in young adults either.
2 days ago


Why do some people lose weight on a cardio programme and others don't?
On the same supervised exercise programme, individual fat changes ran from a loss of 3.2 kg to a gain of 2.6 kg. Those who lost less moved less outside their sessions, and in men also ate more; resting metabolic rate did not separate them.
2 days ago


Can hyperventilation between sprints work like a buffer? It raised blood pH and slowed late power loss in one trial, but did not improve repeated sprints in another
Hyperventilating before each sprint made the blood more alkaline in two trials. In ten repeated cycle sprints it slowed the decline in power in later efforts, but in a repeated running sprint test it did not change performance.
Oct 27


Does long-term sodium bicarbonate supplementation work? In 16 women, taking it before each interval session for 8 weeks gave borderline larger threshold and endurance gains than placebo
In 16 recreationally active women, sodium bicarbonate before each interval session for 8 weeks produced larger gains in lactate threshold and time to fatigue than placebo, at the edge of significance (P = 0.05), while muscle buffer capacity improved in both groups with no difference between them. A 10-day progressive dosing regimen improved CrossFit-style performance, with no gastrointestinal side effects reported.
Oct 27


What is the lowest effective caffeine dose? Doses under 3 mg/kg can be ergogenic, and in trained cyclists both 100 mg and 200 mg late in exercise improved time-trial performance
Most caffeine research uses 5–13 mg/kg. A review finds doses under 3 mg/kg (about 200 mg) can also be ergogenic with few side effects, and a cyclist trial found both 100 mg and 200 mg sped up a time trial, with 200 mg faster still.
Oct 27


Should you copy how elite endurance athletes train, such as doing most of your running at low intensity?
World-class distance runners do at least 80% of their running at low intensity. Trials in trained athletes favour a polarised approach, but in recreational runners a focused distribution produced similar improvements with less training time.
Oct 27


Should you train fatigued to perform fatigued? Balance training after HIIT produced smaller gains, and muscle fatigue impaired motor-skill learning on later days
In a six-week randomised trial, balance training done after interval training produced smaller adaptations than training it fresh, even when tested fatigued. Separately, muscle fatigue impaired motor-skill learning on later practice days.
Oct 27


Is backward running good cardio for lifters? Small studies in men found lower knee-cap forces and quadriceps-driven propulsion, and a pilot improved 3 km times
Backward running produced lower knee-cap compressive forces than forward running at self-selected speeds and relied on the quadriceps for propulsion. A five-week pilot improved 3 km times, but none of these studies tested lifters or compared it with other cardio.
Oct 27


Does taurine in pre-workout drinks do anything? A 2026 meta-analysis linked caffeine–taurine combinations to higher peak power (SMD 0.55), but taurine's own contribution is unproven
Caffeine–taurine combinations are widely used in commercial sports products. In a 2026 meta-analysis of 11 generally small trials they were associated with better peak power and time to exhaustion, but the analysis could not separate taurine's effect from caffeine's; a 2021 review calls taurine-alone findings limited and varied.
Oct 27


Does heart-rate-variability-guided training work? Three meta-analyses of endurance training found small or non-significant performance gains over fixed plans
Adjusting training by daily HRV improved HRV itself, but its advantage for fitness and performance over a fixed plan was small or not significant in three meta-analyses of endurance training. After lifting, HRV recovered before neuromuscular markers did.
Oct 27


Are some people non-responders to training, or is apparent variation in response partly measurement noise?
Apparent differences in how people respond to training can be inflated by measurement error and random variation. Comparing the spread of changes against a control group or a repeatability study is needed to tell real differences from noise.
Oct 27


Sleep, exercise or diet: which moves the needle most? In 59,078 UK adults, the most favourable combination of all three was linked to lower mortality risk
In UK Biobank, the most favourable combination of sleep, activity and diet was linked to a mortality hazard ratio of 0.36 compared with the lowest third for all three, and poor sleep looked more harmful in less active people. Small gains across all three were linked to lower risk.
Oct 27


What Do the Extremes of Human Energy Intake Teach? Over Long Events, Sustained Expenditure Plateaus Below 3× Basal Metabolic Rate, With a Supply Ceiling Near 2.5×
Ultra-endurance data show sustained energy expenditure falls with event length and levels off below three times basal metabolic rate, with an apparent digestive supply limit near 2.5 times. In the Tour de France, measured expenditure exceeded food-record estimates by 12.9–35.3% of the food-record value.
Oct 25


Weekend Warriors: Packing the Week's Activity Into 1–2 Days Was Linked to the Same Lower Risk of Heart Attack, Heart Failure and Stroke as Spreading It Out, in 89,573 Accelerometer-Wearers
Three large cohorts, one with measured rather than reported activity. Once total weekly activity reached the guideline level, people who did it in one or two sessions had cardiovascular and mortality risks indistinguishable from those who spread it across the week.
Oct 25


How Much Lifting Is Optimal for Longevity? Cohorts Show 10 to 17% Lower Mortality Risk, Peaking at About 30 to 60 Minutes a Week, and 40% Lower When Combined With Aerobic Exercise
Pooled cohorts link muscle-strengthening activity to a 10 to 17% lower risk of all-cause mortality, cardiovascular disease, cancer and diabetes, with the benefit peaking at about 30 to 60 minutes a week in a J-shaped curve. Combined with aerobic exercise, the hazard ratio for death fell to about 0.6.
Oct 25


How Powerful Is Dietary Nitrate? In Small Trials of Healthy Men, Beetroot Juice Lowered the Oxygen Cost of Exercise and Extended Time to Exhaustion, With No Effect at the Lowest Dose
Six days of nitrate-rich beetroot juice cut the oxygen cost of moderate exercise by 19% and extended time to exhaustion in eight men. A dose-response study found no effect at 70 ml, with effects appearing at 140 and 280 ml.
Oct 25


Metabolic Rate Equations: 100 Equations, 1,430 Athletes, and the Best One Puts 80.2% Within 10% of Measured — Most Manage 40.7% to 63.7%, and in Male Athletes the Best Still Missed by 284 kcal
A 29-study meta-analysis tested a hundred resting metabolic rate equations against indirect calorimetry in athletes. Five were right on average. Only one was consistent, and it still left one athlete in five outside a 10 percent band.
Oct 25
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