Study design
Randomized controlled trials and systematic reviews carry more weight than observational studies or single case reports, and the distinction is stated explicitly during a session.
Editorial Standards
How we evaluate evidence
Every session is built from published research rather than fitness media summaries. This page explains the standard the series holds itself to before a study, or a claim, ever reaches a slide.
Our Starting Point
We read the paper, not the press release
Recovery science gets simplified twice before it reaches a general audience: once by the original researchers writing for other scientists, and again by outlets summarizing that work for readers with no background in exercise physiology. Meaning is often lost in that second translation.
For this series, the starting document is always the primary source: the peer-reviewed paper, its methods section, its stated limitations. Secondary summaries and press releases are used only to identify what might be worth covering, never as the basis for what gets said on screen.
Evaluation Framework
What we weigh before a finding makes it into a session
Not every study carries the same evidentiary weight. The series uses a consistent set of questions to decide how confidently a finding can be presented.
Sample and population
A finding from trained powerlifters does not automatically apply to a recreational runner. Population characteristics are checked against the audience the series is written for.
Effect size, not just significance
A statistically significant result with a trivial real-world effect is presented as such. Statistical significance and practical relevance are treated as two separate questions.
Where We Draw The Line
What this series will not do
The distinction between explaining research and offering clinical advice matters, and the series is deliberate about staying on the explanatory side of that line. Sessions describe general findings about populations, not individualized guidance about any one attendee's body or symptoms.
When a topic edges toward something that requires an individual physical examination, such as distinguishing a strain from ordinary soreness, the session says so directly and points toward the kind of professional who is equipped to make that call.
- No individualized diagnosis or treatment recommendations
- No promotion of a specific supplement, device, or clinic
- No claims presented as settled when the research is still developing
A Living Standard
This framework gets revisited, not set once and forgotten
Exercise physiology is an active research field, and conclusions that felt solid five years ago are sometimes revised by newer, better-controlled trials. Each session includes a short note on how confident the current evidence is, and previous material is updated in later sessions if new research meaningfully shifts the picture.
If you believe a specific claim made in a session misrepresents a cited study, the series welcomes that correction through the contact page. Editorial accuracy is treated as an ongoing responsibility, not a box checked once.