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The evidence list

Every conclusion we have reached, with how solid it is and the rule that decided it. Including the conclusions that argue against our own shop.

We publish this because a verdict is only worth something if you can check how it was reached. The rule sits at every rung, so you can disagree with us and point at exactly where.

Strong

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The rule: Randomised trials in people, not contradicted by other randomised trials.

What does blue light do to your circadian rhythm?

It suppresses melatonin and shifts your clock. But how much light there is and when weigh more than its colour, and people differ more than lamps do.

Randomised trials in people

Controlled laboratory work, repeatedly replicated, on the mechanism itself rather than on any product sold on the back of it.

Read the analysis

Reasonable

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The rule: Trials, systematic reviews and analyses that do not contradict each other, but which fall short of the bar above. Also where the claim is about how well something predicts rather than about the effect of doing something: nobody can be randomised to an age or to a blood value, so replication in a separate population takes the place of a trial.

Is the radiation from a phone next to your bed bad for your sleep?

In the largest studies, the ones that measured exposure instead of asking about it, the radiation shows up as nothing. The device shows up as something, and nearly all of it is the time you spend using it in bed.

Observational research in people

Cohorts of thousands with measured exposure, one small randomised study pointing the other way, and for the device itself a meta-analysis and a trial.

Read the analysis

How harmful are sugar-sweetened drinks?

Enough to act on, and not so much that one glass breaks anything. Per daily glass added: 0.83 kg in the trials, 27 percent more type 2 diabetes in the cohorts, and per 250 ml a day, 17 percent more coronary heart disease.

Pooled human trials (meta-analysis)

For body weight there are randomised trials pointing the same way as the cohorts. For heart disease and mortality it is cohort data, with the usual limit that people who drink a lot of soft drinks differ in other ways too.

Read the analysis

Which health tracker is accurate, which of its numbers can you trust, and is wearing one around the clock harmful?

The measurement matters more than the brand: heart rate, rhythm and steps hold up, while sleep staging, calories, exercise intensity and VO2max do not. Roughly one tracker in nine has ever been validated for anything. On safety, the documented harm is to skin, from nickel and acrylates rather than from anything the sensor emits, and the radio exposure measures at about a hundredth of the limb limit. Whether a green light against your skin for years matters has never been studied at all.

Pooled human trials (meta-analysis)

The accuracy half rests on an umbrella review of 24 systematic reviews, 249 validation studies, 430,465 people, and the per-measurement findings agree across reviews. The safety half is weaker on purpose: a review and case reports for the skin, one measurement study for the radio, and nothing at all for chronic light exposure.

Read the analysis

Does red light on your head help your memory?

Meta-analyses say yes for cognition, and a home device has now been tested too. The effect is real but the literature behind it is small.

Pooled human trials (meta-analysis)

Several pooled analyses point the same way, but they rest on few trials, in mixed populations, and mostly in clinical settings rather than at home.

Read the analysis

Is red light bad for your eyes?

Thousands of children have had it shone straight into their eyes for myopia and the safety record held. The harm cases came from heat lamps, not from therapy devices.

Randomised trials in people

Randomised trials in children with safety reporting built in, but short follow-up, and one documented case of lasting damage from a device that was never a therapy device.

Read the analysis

Does red light help wounds heal?

In diabetic foot ulcers it nearly doubles the chance of healing. In venous leg ulcers it does nothing. It depends entirely on the wound.

Pooled human trials (meta-analysis)

Pooled trials with a large, consistent effect in one wound type and a clean null in another that looks the same from the outside.

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Can you measure your biological age?

Yes, from nine standard blood values, and it predicts death better than your calendar age does. It is not a reading of your cells.

Observational research in people

Built in one national cohort and still holding in a separate one, which is as far as a predictor can be tested: nobody can be randomised to an age. It stays a mortality prediction from blood chemistry rather than a reading of your cells, and that is why it does not reach the top rung.

Read the analysis

Limited

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The rule: Everything else.

Is chewing gum bad for you, and does your body think you are eating?

Partly yes. Chewing does fire the reflex: saliva, gut hormones and a nerve signal to the gut. Insulin is the part that does not follow. In the trial that measured it during half an hour of chewing on an empty stomach, insulin, glucose and GIP did not move, and in a trial where gum was chewed before a meal the glucose rise afterwards was smaller.

Randomised trials in people

The reflex itself has a meta-analysis behind it, but for gum specifically this rests on two small trials, in men only, each a single session, and nobody has followed a heavy chewer over time.

Read the analysis

Do blue light glasses help with tired eyes?

Your eyes can genuinely feel calmer, but not because of the blue. A grey lens of the same darkness did exactly the same.

Randomised trials in people

The one trial that separated the filter from the dimming found no difference at all, and the wider literature has since tipped the same way.

Read the analysis

What does nattokinase do?

It lowers clotting factors consistently and blood pressure modestly. On its own it does nothing for cholesterol, and the plaque result rests on a single trial.

Randomised trials in people

Eleven human trials and two systematic reviews; the largest is open-label and the strongest signal has never been replicated.

Read the analysis

Is light therapy safe if you have or have had cancer?

The clinical evidence in patients is reassuring. The worry comes almost entirely from cell cultures. Nobody has measured recurrence in the irradiated area.

Randomised trials in people

Trials in cancer patients report no harm, but not one was designed to detect recurrence, which is the question people are actually asking.

Read the analysis

Does red light work for pain?

For most conditions the reviews contradict each other. For low back pain, Cochrane found no clinical effect at all.

Pooled human trials (meta-analysis)

412 systematic reviews that disagree, largely because dose and wavelength are not comparable between them.

Read the analysis

Is grip strength an indicator of longevity?

It predicts death better than blood pressure does, but it is a readout of whole-body strength rather than a cause. Training only your grip will not extend your life.

Observational research in people

Very large prospective cohorts, replicated across countries and continents, but observational throughout: no trial has raised grip strength and then measured survival.

Read the analysis

Does sauna make you live longer?

The famous Finnish figures compare frequent sauna users with infrequent ones, not with people who never go, so they cannot answer that.

Observational research in people

One Finnish cohort carries almost the entire claim, its comparison group also used the sauna, and the randomised work measures short-term markers rather than survival.

Read the analysis

What do red and near-infrared light actually do?

The same narrow recipe keeps turning up where it works: roughly 660 to 830nm at a low dose. It is not equally supported for everything it is sold for.

Pooled human trials (meta-analysis)

Pooled human evidence across nine domains, strong for some uses and thin for others, with failures more often caused by too high a dose than too low.

Read the analysis

Weak

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The rule: Barely a conclusion to draw: no human research, or research that contradicts itself throughout.

Do blue light glasses help you sleep?

Probably not if you already sleep reasonably well. Possibly if you have a sleep problem such as insomnia, shift work or jet lag.

Pooled human trials (meta-analysis)

A Cochrane review of 17 randomised trials, not one at low risk of bias, and none of them measuring melatonin or macular health.

Read the analysis

Do posture correctors work?

Nobody knows, because the strap being sold to you has never been tested. In the one sham trial, the fake shirt outperformed the real one.

No research on this product

Of 324 controlled trials on wearable posture devices, not one tested the consumer strap in question.

Read the analysis

Where no trial can exist

One exception, written down here so it cannot be applied when it suits us. A claim about how well a measurement predicts an outcome cannot be tested by randomising anybody: you cannot assign a person their age, their albumin or their grip strength. For those, the equivalent of a second trial is a second population, and a measure built in one cohort and still holding in another can reach Reasonable. It can never reach Strong, because the thing that would earn that rung is impossible in principle rather than merely missing.

Measurements

The rule: No rating for how solid it is, because nothing is being estimated. Somebody measured, and this is what came out.

These sit outside the rungs. The scale above says how well research supports a statement about an effect, and a laboratory analysis of what is inside a tub is not an effect but a reading. Putting a confidence rating on it would invent an uncertainty that is not there.

  • What is actually in a supplement?

    Often not what the label says. Published analyses of commercial products keep finding contents that do not match, and undeclared pharmaceutical substances in plant products.

    Laboratory analysis of products

    Direct laboratory analysis of products bought off the shelf, across several categories and several countries. Not an estimate of an effect: a reading of what was in the tub.

    Read the analysis

How we reach these verdicts

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