correlational
Analysis v1
48
Pro
0
Against

Lifting more weights each week makes you stronger, but the gains slow down faster than muscle growth — after a certain point, adding more sets gives you very little extra strength.

Scientific Claim

Higher weekly resistance training volume is associated with greater strength gains in young, mostly male adults, but with more pronounced diminishing returns compared to hypertrophy, indicating strength adaptations plateau earlier with increasing volume.

Original Statement

The posterior probability of the marginal slope exceeding zero for the effect of volume on both hypertrophy and strength was 100%, indicating that gains in muscle size and strength increase as volume increases. However, both best-fit models suggest diminishing returns, with the diminishing returns for strength being considerably more pronounced.

Evidence Quality Assessment

Claim Status

overstated

Study Design Support

Design supports claim

Appropriate Language Strength

association

Can only show association/correlation

Assessment Explanation

The study cannot establish causation due to unknown randomization status; therefore, verbs implying causation ('increases') are inappropriate. The evidence supports only an association.

Evidence from Studies

Supporting (1)

48

More lifting leads to more strength, but after a certain point, adding more sets gives you much less extra strength than it does extra muscle — so strength peaks sooner.

Contradicting (0)

0
No contradicting evidence found