Measuring What Matters: How to Know Your Cooling Strategy Actually Works

Measuring What Matters: How to Know Your Cooling Strategy Actually Works

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Blog · Industrial Heat Safety · 12 of 14

Measuring What Matters: How to Know Your Cooling Strategy Actually Works

September 2026 · 7 min read · Industrial Heat Safety

Every heat mitigation program eventually runs into the same inevitable question: how do you know it’s working?

You can buy the shade structures, mandate the breaks, hand out the water, and add cooling to the rest cycle — and still have no idea whether any of it is moving the number that matters. Core body temperature is the variable this entire series has been built around. It impacts output, judgment, and safety. And it is, inconveniently, the one thing almost no one on a job site can actually measure.

That measurement gap is where heat programs go to die. Not because the interventions don’t work, but because nobody can prove they do — so the budget gets cut, the protocol gets skipped, and the crew goes back to guessing. This piece is about closing that gap: what the gold standard actually is, why every convenient alternative is worse than people assume, and the practical proxy that lets you verify cooling in the field today.

The Gold Standard, and Why You Can’t Use It

Start with the honest answer about measurement, which is more humbling than most safety literature admits.

“One of the things that’s frequently asked is: what is the best measure of core body temperature? And the answer is, there’s no convenient way of measuring core body temperature. We use esophageal temperature in our research — we measure it by putting a thermocouple up the nose and down the esophagus, the food tube, to the level of the heart. And since all blood comes back to the heart, that’s the best integrated temperature for the body.”
Dr. Craig Heller, Stanford University biologist and co-developer of palmar cooling

That’s the reference standard: a probe threaded to the level of the heart, reading the temperature of the blood as it returns. It’s accurate because it is measuring exactly the right thing — not a peripheral tissue, but the circulating blood the whole body depends on.

It’s also, obviously, not something you deploy at a rehab tent or a warehouse break room. The gold standard exists in laboratories, and that is where it stays.

Why the Convenient Methods Disappoint

If the best method is impractical, the natural move is to reach for something easier. The problem is that the easy methods aren’t just less accurate — several fail in ways that specifically defeat what a heat program is trying to detect.

Rectal temperature is the one most people assume is definitive. Physiologically, it has a real limitation:

“When you exercise, the blood flow to your gut is reduced. So the change in temperature in your intestine, your colon, is not a rapid reflection of the overall temperature of the core of the body. It’s a good average temperature over a long period of time, but it’s not going to show you the dynamics of temperature change associated with aerobic or anaerobic activities.”
Dr. Craig Heller, Stanford University

Read that carefully, because it is the crux. Rectal temperature lags. It’s a decent average over hours and a poor picture of what is happening right now. But “right now” is the entire question during a work-rest cycle — you need to know whether the core came down during the break, not what the average was across the shift.

The failure — rectal temperature
Blood flow to the gut drops, so the reading lags — a good average over hours, blind to the last ten minutes.

Tympanic (ear) thermometers fail differently — not physiologically, but practically:

“If you actually aim the device so that it’s directly at the tympanum, that’s pretty good. But in most cases — especially if it’s being done quickly — the temperature is more likely that of the ear canal than the tympanum, and therefore there’s a lot of variation in measurements of tympanic temperature.”
Dr. Craig Heller, Stanford University

In other words, it can work, but only under conditions that a busy supervisor checking a crew will almost never meet. Done quickly and casually — which is how it will always be done in the field — it measures the ear canal and scatters.

The failure — tympanic temperature
Aimed quickly, it reads the ear canal rather than the tympanum, and the measurements scatter.

The pattern across all of it: the methods that are accurate aren’t usable, and the methods that are usable aren’t reliable enough to tell you what changed in the last ten minutes.

The Field Proxy: Heart Rate at a Fixed Workload

So you stop trying to measure core temperature directly, and start measuring something the body does because of it. The most useful of those is heart rate.

“Another measure of the thermal condition of the body is heart rate. Obviously when you exercise your heart rate goes up — you require more blood flow to distribute oxygen to the working muscles. But temperature is also affecting heart rate. So as the temperature of the body goes up, the heart rate goes up. And therefore, if you can extract heat and reduce the core temperature of the body, the heart rate is going to come back down to normal.”
Dr. Craig Heller, Stanford University

This is the practical center of the whole piece. Heart rate is driven by two things at once: the work being done, and the heat being carried. Hold the work constant, and heart rate becomes a readout of thermal load.

That gives a safety manager or coach a test they can actually run:

Same task, same intensity, same person. If heart rate is drifting upward across a shift, heat is accumulating.
During a rest interval. If heart rate falls faster when cooling is applied than when it isn’t, the cooling is doing something the rest alone wasn’t.
Across a season. If heart rate at a standard task is lower after a protocol change, the protocol is working.

None of that requires a laboratory. It requires a chest strap or a wrist monitor and the discipline to compare like with like.

There is a second, even simpler signal worth knowing:

“One of the simplest ways of reflecting changes in core temperature is when you stop sweating. If you’ve exercised heavily you’re sweating, and as your core temperature goes down, sweating stops. It’s not an accurate measure of core temperature, but at least it’s a measure of efficacy of whatever cooling method you’re using.”
Dr. Craig Heller, Stanford University

Note how carefully he frames that — not an accurate measure of core temperature, but a measure of efficacy. That distinction is worth holding onto. You aren’t measuring the number. You are measuring whether the intervention is moving it.

What It Looks Like in Practice: The Sauna Test

The clearest demonstration of the heart-rate proxy is also the simplest experiment anyone can understand — a self-test in a sauna, run to deliberately isolate the cooling variable.

The tester notes he was not heat-acclimatized, having not used the device for about two months beforehand — which matters, because acclimatization would otherwise confound the comparison.

Day one, no cooling. Sauna at roughly 140°F (60°C), ten minutes. At the ten-minute mark: 120 beats per minute, respiration 12 breaths per minute.

Then, deliberately, a week off — specifically to minimize any heat-acclimatization effect that might carry over and flatter the second session.

Day two, cooling throughout. Same sauna, same temperature, same ten minutes.

“Sauna today, CoolMitt: 10 minutes in, heart rate only 84 — compared to almost 120 without the CoolMitt at 10 minutes, same temperature. As you can see, the CoolMitt definitely made an impact on my heart rate.”
CoolMitt sauna test
The sauna test
120 BPM
no cooling
84 BPM
with palmar cooling
Same sauna. Same heat. Same ten minutes.

84 bpm versus roughly 120 bpm, at the same heat load, for the same duration. That is a gap you don’t need a physiologist to interpret. The heat stress was identical; the cardiovascular cost of carrying it was not.

How to read this result

Two honest caveats, because this series doesn’t overclaim. This is a single-subject self-test, not a controlled trial — no blinding, no control group, and a sample of one. And the tester’s own precaution — the week off to avoid acclimatization — is exactly the kind of thinking that makes an informal test more credible, but it doesn’t convert it into a study. Take it as a clean, legible demonstration of the mechanism, consistent with the physiology, rather than as proof.

Build the Measurement Into the Program

Here is what all of this means for anyone actually running a heat-safety program.

You won’t be measuring core body temperature on your crews. Accept that, and stop treating it as a failure. What you can do is instrument the proxy: pick a standard task, measure heart rate at that task, and watch how it behaves across the shift and across the break. It is cheap, it is non-invasive, and it responds in the timeframe you care about — minutes, not hours.

That reframes the cooling question from a matter of belief into a matter of measurement. Does heart rate settle faster during a cooled break than an uncooled one? Does it drift less across the afternoon? Does the crew finish the shift closer to where they started? Those are answerable questions, and the answers either justify the protocol or tell you to change it.

The best argument for any heat intervention is not a claim. It’s a number that moved — and now you know which number to watch, and how to watch it.

Filed under — Industrial Safety · Cooling Effectiveness · Heart Rate
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Sources: Stanford University research on thermoregulation by Dr. Craig Heller — “Ways to Measure Core Body Temperature” and “Heart Rate as an Indicator of Cooling During Exercise,” CoolMitt science library. Sauna comparison from the CoolMitt sauna test (single-subject self-test: ~140°F / 60°C, ten minutes, 120 bpm without cooling vs 84 bpm with cooling, with a one-week washout to limit heat acclimatization). The sauna result is an individual case observation, not a controlled trial, and is presented as such. Quotations are transcribed from recorded interviews; confirm attributions and exact wording before publication.

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