Methodology
Last reviewed: 2026-04-13
1.Our Approach
Body Signals summarises published, peer-reviewed health research in plain language. Our readers are Canadian and US adults who want to understand the current state of research on a health topic without needing a scientific background to parse the primary literature.
We are not a healthcare provider. We do not diagnose, prescribe, or offer personalised advice. We are a research digest: a publisher that identifies, evaluates, and communicates the strength of evidence behind health claims so that readers can make more informed decisions in consultation with their own healthcare providers.
Every claim on this site carries an A\u2013F evidence rating. These ratings represent our editorial judgement about the quality, consistency, and volume of published research supporting a given claim. They are assigned through a structured editorial process, not by algorithm, and they are subject to revision as new research emerges.
2.Evidence Rating Scale
The following table describes each grade in our A\u2013F evidence rating system. Colour coding matches the evidence badges used throughout the site.
Criteria
Multiple RCTs, meta-analyses, or clinical practice guidelines from major medical organisations
What This Means
Strong, replicated evidence from high-quality studies. Findings are consistent across populations and study designs.
Example
Low-FODMAP diet for IBS symptom reduction (supported by multiple RCTs and gastroenterology guidelines)
Criteria
Some RCTs, strong observational studies, or established clinical consensus
What This Means
Good evidence from well-designed studies, though replication may be limited or study populations narrow.
Example
CBT for depression (extensive evidence base, endorsed by clinical guidelines worldwide)
Criteria
Limited studies, mechanistic plausibility, or practitioner consensus without strong RCT support
What This Means
Moderate evidence — often promising but not yet replicated in large, rigorous trials. May rely on mechanistic reasoning or expert opinion.
Example
Mouth taping for mild sleep apnoea (limited small trials, mechanistic plausibility)
Criteria
Preliminary research, case reports, or conflicting findings
What This Means
Weak evidence — research is early-stage, contradictory, or based on very small samples. Included for completeness but should not drive decisions.
Example
Grounding/earthing for inflammation (mostly pilot studies with small samples)
Criteria
No supporting research, or evidence that the intervention is ineffective or harmful
What This Means
No credible evidence of benefit, or evidence that the intervention is harmful. Included to counter misinformation.
Example
Homeopathy for any condition (extensive research shows no effect beyond placebo)
3.Source Hierarchy
Not all research is created equal. The type of study design significantly affects how much confidence we can place in its findings. We rank source types in the following hierarchy, from strongest to weakest. Higher-ranked sources carry more weight when we assign evidence ratings.
Quantitative syntheses of multiple studies on the same question. These carry the most weight because they aggregate findings across research teams, populations, and study designs, reducing the influence of any single flawed or biased study.
Experimental studies where participants are randomly assigned to intervention or control groups. Well-designed RCTs are the gold standard for establishing cause-and-effect relationships. We consider sample size, blinding, follow-up duration, and attrition rates.
Observational studies that follow groups over time. These are valuable for identifying associations and long-term patterns but cannot establish causation as definitively as RCTs. Large, well-controlled cohort studies are weighted more heavily.
Evidence-based recommendations from professional medical bodies (e.g., American Heart Association, Canadian Psychiatric Association, NICE). Guidelines synthesise evidence and clinical experience into actionable recommendations.
Observational designs that compare groups at a single point in time or look backward from outcomes. Useful for generating hypotheses and studying rare conditions but susceptible to confounding and recall bias.
Descriptions of outcomes in small groups or individual patients. Valuable for identifying novel phenomena and generating hypotheses, but cannot establish efficacy or generalise findings.
Formal consensus from recognised experts, used when empirical evidence is lacking. These reflect collective clinical judgement but may be influenced by tradition, personal experience, and groupthink.
Animal studies, in vitro research, and theoretical arguments based on biological mechanisms. These can explain why an intervention might work but cannot confirm that it does work in humans.
4.How Ratings Are Assigned
Evidence ratings are assigned through editorial judgement, not by algorithm. There is no formula that mechanically translates a set of studies into a letter grade. Instead, our editors consider several factors:
- Volume of evidence: How many studies exist? Are there meta-analyses or systematic reviews?
- Quality of study designs: Where do the supporting studies fall in our source hierarchy?
- Consistency of findings: Do studies converge on similar conclusions, or are results mixed and contradictory?
- Effect size and clinical significance: Is the observed effect meaningful in practical terms, or is it statistically significant but clinically trivial?
- Generalisability: Were studies conducted in diverse populations, or only in narrow demographic groups?
- Recency: Has the evidence been updated recently, or is it based on older studies that may not reflect current understanding?
- Risk of bias: Are there concerns about funding sources, conflicts of interest, methodological weaknesses, or selective reporting?
The final grade represents a holistic editorial judgement that weighs all of these factors. Borderline cases are noted in the research summary, and we err on the side of the more conservative rating when evidence is ambiguous.
5.What Ratings Are NOT
Our evidence ratings are not:
- Clinical endorsements. A high rating does not mean Body Signals endorses an intervention. It means the published research is strong.
- Treatment recommendations. We do not prescribe or suggest treatments. Discuss options with your healthcare provider.
- Personalised advice. Ratings reflect population-level evidence. Individual responses vary based on genetics, medications, co-morbidities, and many other factors.
- Guarantees of safety or efficacy. Even "A"-rated interventions carry risks and may not work for every individual.
- Permanent. Ratings are subject to revision as new research emerges. A "C" today may become a "B" or an "F" as the evidence base evolves.
6.Limitations
We believe in being transparent about the inherent limitations of our rating system and our editorial process:
- Single-grade simplification. A single letter grade cannot capture the full nuance of a body of research. Some interventions may have strong evidence for one outcome but weak evidence for another. We address this in the narrative text of each research summary, but the letter grade is necessarily reductive.
- Research evolves. What we know today may be revised or overturned by future research. We update summaries on a rolling basis but cannot guarantee that every page reflects the absolute latest findings at the moment you read it.
- Publication bias. Published research skews toward positive findings. Studies showing null or negative results are less likely to be published. This means the evidence base may be systematically more optimistic than reality for some interventions.
- Generalisability limits. Many studies are conducted in narrow populations (e.g., young, healthy university students in Western countries). Findings may not apply equally across all ages, sexes, ethnicities, or health conditions.
- Editorial subjectivity. Despite our structured process, evidence rating involves judgement. Reasonable editors could disagree on borderline cases. We mitigate this through our review process and corrections policy, but we do not claim perfect objectivity.
- Scope constraints. We cannot cover every study on every topic. Our summaries focus on the most impactful and relevant research, which means some nuances and edge cases may not be represented.
7.Canadian and US Context
Body Signals serves readers in both Canada and the United States. We cover both jurisdictions because health research is international, but healthcare systems, regulatory approvals, and clinical guidelines often differ between the two countries.
Where relevant, we note jurisdiction-specific differences \u2014 for example, when a supplement is regulated differently by Health Canada versus the FDA, or when clinical guidelines from the Canadian Medical Association differ from those of American specialty organisations.
Our evidence ratings are based on the global research literature and are not specific to either jurisdiction. However, the practical applicability of a given intervention may differ based on local availability, insurance coverage, and regulatory status.
8.Conflict of Interest
At present, Body Signals has no financial conflicts of interest. We do not accept payment from pharmaceutical companies, supplement manufacturers, device makers, or any other commercial entity in exchange for coverage or ratings. We have no affiliate relationships, sponsorships, or advertising arrangements that could influence our editorial content.
We are committed to disclosing any conflicts of interest that may arise in the future \u2014 both at the organisational level and at the level of individual editors or contributors. Disclosure will appear on this page and on any affected content.
9.How to Report Errors
If you believe you have found a factual error, outdated information, or misrepresentation of published research on Body Signals, we want to hear from you. Accurate information depends on community vigilance as well as editorial diligence.
To report an error:
- Use the feedback widget on the affected page (preferred for minor issues)
- Email [email protected] with the page URL, the specific error, and (if possible) a link to the source that supports the correction
- Visit our contact page
All confirmed corrections are documented publicly in our Corrections Log.
10.Revision History
The following table documents changes to this methodology page over time.
| Date | Change |
|---|---|
| 2026-04-13 | Initial publication of methodology page. |
Crisis Resources
If you or someone you know is in crisis, please reach out immediately. No website \u2014 including this one \u2014 is a substitute for emergency care.
Methodology questions? Contact us at [email protected] or visit our contact page.