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The Study

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

In simple terms

This study looked at lots of other studies and found that when people train closer to failure, they might get a little bigger muscles — but it doesn’t prove that’s why the muscles got bigger. It’s like noticing that people who eat more ice cream also get more sunburns — they’re linked, but ice cream doesn’t cause sunburn.

39%

Analysis score

39/ 100

Maximum 100 for a systematic review with meta-analysis.

Where the score came from

Reporting0
Methodology0
Publication100
Statistical77
Study type (basis of the score)
Systematic Review with Meta-Analysis
Level 1a - Systematic review of RCTs
What’s the bottom line?

This study looked at whether pushing closer to muscle failure helps you grow bigger muscles or get stronger.

Where does this study sit?

Reviews of RCTs (Meta-analyses)

Max 100

Randomized Trials

Max 90

Reviews of Cohort Studies

Max 85

Cohort Studies

Max 72

Reviews of Case-Control Studies

Max 63

Case-Control Studies

Max 58

Cross-Sectional & Case Series

Max 50

Expert Opinion

Max 5
StrongerWeaker
Reviews of RCTs (Meta-analyses)
Level 1a
39

39 / 100

Quality score

The highest quality evidence. Systematic reviews and meta-analyses that pool randomized controlled trials, giving the most reliable summary of experimental evidence.

Cannot establish causation

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Key takeaways

Summary

Based on the study abstract and findings.

  1. 1Yes — if your goal is muscle growth, going closer to failure likely helps.
  2. 2If your goal is strength, you don’t need to push to failure.
  3. 3Closer to failure = bigger muscles (stronger link).
  4. 4Closer to failure = no big difference in strength gains.

Score breakdown, methodology, conflicts of interest, evidence analysis & raw study data

Publication

Journal

Sports Medicine

Year

2024

Authors

Zac P Robinson, Joshua C. Pelland, Jacob F. Remmert, Martin C. Refalo, Ivan Jukic, James Steele, Michael C. Zourdos

36 citations
Analysis v5

Related Content

Claims (6)

Assertion

If you lift weights until you're almost too tired to do another rep, you'll likely build bigger muscles—but your strength gains won't be any better than if you stopped earlier, as long as you're doing the same total amount of work and lifting the same weight.

Causal
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Assertion

When you lift weights and push yourself almost to the point of not being able to do another rep, you’re more likely to build bigger muscles than if you stop earlier — even if you’re lifting the same weight or doing the same number of sets.

Correlational
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Assertion

If you lift weights with different levels of effort—whether you stop just before failure or push almost to failure—you’ll still gain about the same amount of strength, as long as you’re doing the same total amount of work and using the same weight.

Correlational
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Assertion

We don't really know for sure if doing exercises with more or fewer reps left in the tank helps you build more muscle, because scientists are just guessing how many reps people had left based on how the studies were written.

Correlational
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Assertion

When you lift weights close to your limit, your muscles grow bigger better if you leave a few reps in the tank—but that same closeness doesn’t help you get stronger as much, which suggests your body builds muscle and strength in different ways.

Mechanistic
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Assertion

People who want to get stronger might need to train differently than people who want to build bigger muscles, but we don’t have good ways to measure how close to failure they should go—so right now, it’s hard to give clear advice on how to train for each goal.

Descriptive
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Fit Body Science verdict — we translate health studies into clear verdicts backed by peer-reviewed research.

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