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Tag · 8 articles

meta analysis

Why Undulating Periodization Outperforms Linear Models: The Science of Neuromuscular Adaptation
research·12 min read

Why Undulating Periodization Outperforms Linear Models: The Science of Neuromuscular Adaptation

Daily undulating periodization (DUP) keeps beating linear programs in head-to-head strength studies. Meta-analyses and 800Hz IMU data explain why it wins.

periodization·DUP·strength training
Why Velocity Feedback Improves Training Output: A VBT Meta-Analysis
research·12 min read

Why Velocity Feedback Improves Training Output: A VBT Meta-Analysis

Watching your bar speed in real time isn't a gimmick. 18 RCTs link velocity feedback to a +6.8% higher 1RM and +9.2% more power, per 800Hz IMU data.

VBT·velocity feedback·augmented feedback
Caffeine Performance Enhancement: Meta-Analysis Review
research·9 min read

Caffeine Performance Enhancement: Meta-Analysis Review

Strength gains, power output, and optimal caffeine dosing drawn from over 300 studies, plus why some athletes respond and others barely notice a thing.

caffeine·performance·ergogenic-aids
Plyometric Dose-Response Relationship: Meta-Analysis Review
research·8 min read

Plyometric Dose-Response Relationship: Meta-Analysis Review

How many plyometric sets, reps, and weeks are needed for jump height gains? A meta-analysis breakdown of the actual dose-response numbers for coaches.

plyometrics·dose-response·jump-training
Load-Velocity Relationship Accuracy Meta-Analysis
research·9 min read

Load-Velocity Relationship Accuracy Meta-Analysis

A meta-analysis of load-velocity relationship accuracy in VBT: where error creeps in, how exercises compare, and which sensors you can trust in the gym.

load-velocity relationship·velocity-based training·1RM estimation
VBT vs Traditional Training: What Meta-Analyses Actually Show
research·12 min read

VBT vs Traditional Training: What Meta-Analyses Actually Show

Meta-analytic effect sizes favor VBT over fixed percentages, but only within specific velocity loss thresholds. See when VBT wins and when it doesn't.

VBT·meta-analysis·velocity-based training
Plyometric Training Meta-Analysis: What the Research Says About Jump Training Effectiveness
research·13 min read

Plyometric Training Meta-Analysis: What the Research Says About Jump Training Effectiveness

The largest plyometric meta-analysis to date pools 286 studies and 8,619 athletes to quantify effects on jump height, sprint speed, RSI, and injury risk.

plyometrics·research·meta-analysis
Velocity-Based Training for Jump Performance: Meta-Analysis Review
research·10 min read

Velocity-Based Training for Jump Performance: Meta-Analysis Review

Across pooled RCTs, VBT protocols raised vertical jump height by an average of 7.2% over traditional percentage-based training.

vbt·research·vertical-jump