correlational
Analysis v1
Strong Support
If you train using weight machines and then test your strength on machines, you’ll get stronger than if you trained with free weights — but only because the test matches the training. It’s like practicing basketball shots from the free-throw line and then being tested there: you’ll do better than if you practiced elsewhere.
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Evidence from Studies
Supporting (1)
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Community contributions welcome
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Machines and free weight exercises: a systematic review and meta-analysis comparing changes in muscle size, strength, and power.
Systematic Review With Meta-Analysis
Human
2022 AugIf you train with machines, you get stronger on machines; if you train with free weights, you get stronger with free weights. The study shows that each type of training works best for the kind of test it matches.
Contradicting (0)
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Community contributions welcome
No contradicting evidence found
Gold Standard Evidence Needed
According to GRADE and EBM methodology, here is what ideal scientific evidence would look like to definitively prove or disprove this specific claim, ordered from strongest to weakest evidence.