monitoring
Smallest Worthwhile Change: Reading Real Shifts in Athlete Tests
A 1.4cm CMJ gain can be noise or a real improvement depending on your test's typical error. Worked SWC and TE calculations coaches can copy this week.
Why CMJ Outperforms SJ for Daily Athlete Monitoring: A Neuromuscular Fatigue Comparison
Squat jump misses what countermovement jump catches. CMJ tracks neuromuscular fatigue 2.3x more sensitively, per longitudinal IMU monitoring evidence.
IMU Data Interpretation for Coaches: Turning 800Hz Jump and VBT Data into Decisions
RSI, jump height, and velocity numbers on a report — now what? A practical guide to reading 800Hz IMU data and turning it into load and selection calls.
Acute:Chronic Workload Ratio Review: Injury Prediction Today
The ACWR's sweet-spot claim has real mathematical flaws. A critical look at coupled versus EWMA methods and using workload ratios responsibly.
How to Use Session RPE for Training Load Monitoring
Session RPE turns a subjective feeling into a weekly load number. Here is how to collect it correctly and pair it with jump-velocity data.
Neuromuscular Fatigue Monitoring Methods Comparison
CMJ flagged neuromuscular fatigue in 87% of confirmed cases; HRV managed just 65-75%. Compare four methods with sensitivity data and clear decision rules.
Session RPE Monitoring Guide: Training Load Quantification for Coaches
Session RPE turns a 1-10 rating into a load number you can manage. Covers the CR-10 scale, AU calculation, ACWR monitoring, and velocity data blind spots.
Training Readiness Monitoring: A Practical Guide for Athletes and Coaches
HRV dipped and CMJ is down 8% today. Train through it or back off? This guide gives decision rules combining HRV, jump height, and wellness scores.
How to Monitor Athlete Readiness Daily
Daily CMJ testing only helps if you know what to do with the number — readiness thresholds, a velocity warm-up test, and load-adjustment rules explained.
CMJ as a Monitoring Tool: Research Review
Not every CMJ metric tracks fatigue equally well. This review ranks jump height, RSI, and flight-time ratio by reliability, with thresholds coaches use.
Monitoring Training Load: Research on Best Practices
An ACWR above 1.5 links to 2-4x higher injury risk, yet explains only 10-15% of variance. Compare ACWR, RPE, and velocity monitoring on sensitivity.
Recovery Monitoring: Tools & Methods for Athletes
HRV, CMJ, and bar velocity all claim to flag fatigue, but they do not always agree. Here is how each tool performs and how to build a daily protocol.