Exploring Necessary and Sufficient Conditions for Complex Outcomes

Greg was recently on the Data Driven Strength Podcast to chat about their meta-regression on proximity to failure and hypertrophy. In the episode, Greg, Zac, and Josh discuss what we know about the mechanisms underpinning muscle growth and the weaknesses of the "effective reps" model. We think it's a conversation worth sharing, so we're re-releasing it in our feeds today as a special bonus episode.

TIME STAMPS AND NOTES

Intro (0:00:00)

Overview of New Proximity to Failure Meta-Regression (0:07:31)

Common Misinterpretations of the Results (0:19:41)

The Resurgence of the Effective Reps Model (0:22:41)

The Desire for a Proxy Metric of Hypertrophy (0:42:41)

The Mechanistic Rationale of Effective Reps (1:20:41)

Other Factors Influencing Muscle Growth (1:52:41)

Metabolic Stress as a Mediator (2:11:41)

Is Force on the Fiber Level High at the End of a Set? (3:07:41)

Practical Applications (3:42:41)
 

PAPERS MENTIONED

Exploring the Dose-Response Relationship Between Estimated Resistance Training Proximity to Failure, Strength Gain, and Muscle Hypertrophy : A Series of Meta-Regressions | SportRxiv

Stimuli and sensors that initiate skeletal muscle hypertrophy following resistance exercise

Can cardio (eventually) make you bigger?

Mechanisms of mechanical overload-induced skeletal muscle hypertrophy: current understanding and future directions

Different load intensity transition schemes to avoid plateau and no-response in lean body mass gain in postmenopausal women | SpringerLink

A motor unit-based model of muscle fatigue | PLOS Computational Biology

Skeletal muscle models composed of motor units: A review - ScienceDirect

Neural Drive is Greater for a High-Intensity Contraction Tha... : The Journal of Strength & Conditioning Research

Effects of fatiguing, submaximal high‐ versus low‐torque isometric exercise on motor unit recruitment and firing behavior

Surface electromyographic frequency characteristics of the quadriceps differ between continuous high- and low-torque isometric knee extension to momentary failure - ScienceDirect

Different neuromuscular recruitment patterns during eccentric, concentric and isometric contractions

(PDF) Neuromuscular responses to isometric, concentric and eccentric contractions of the knee extensors at the same torque-time integral

Neuromuscular fatigue development during maximal concentric and isometric knee extensions

Improvements in skeletal muscle fiber size with resistance training are age-dependent in older adults: a systematic review and meta-analysis - PMC
 

MORE ABOUT DDS

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Training Takeaway Newsletter — Data Driven Strength

IG: @datadrivenstrength @zac.datadrivenstrength @josh.datadrivenstrength @jake.datadrivenstrength @drake.datadrivenstrength  

(Credit: Their intro music is by Joystock)

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