correlational
Analysis v1
48
Pro
0
Against

If you want to get stronger, doing your workouts more often helps—more than if you just want to get bigger muscles.

Scientific Claim

Resistance training frequency has a more consistent and measurable association with strength gains than with muscle hypertrophy in trained populations.

Original Statement

The posterior probability of the marginal slope exceeding zero for frequency’s effect on hypertrophy was less than 100%, indicating compatibility with negligible effects. In contrast, the posterior probability for strength was 100%, suggesting strength gains increase with increasing frequency, albeit with diminishing returns.

Evidence Quality Assessment

Claim Status

overstated

Study Design Support

Design supports claim

Appropriate Language Strength

association

Can only show association/correlation

Assessment Explanation

The phrase 'suggesting strength gains increase with increasing frequency' implies causation. The study design only supports associative inference.

Evidence from Studies

Supporting (1)

48

This study found that doing resistance training more often helps you get stronger in a clear, predictable way, but it doesn’t reliably help you build bigger muscles — so frequency matters more for strength than for muscle growth.

Contradicting (0)

0
No contradicting evidence found