Method
When the skin moves
Shaft skin slides over the underlying tissue, so a tape can bunch or drag it and change the circumference it traces; wrap without dragging.
Guides on Method: Bone-pressed length, start to finish, Stretched flaccid length, and why the clinics take it, Girth, done the way the studies do it, The measurement glossary
Skin over the shaft is not fixed to what is under it. It moves, and a tape wrapped the way you would wrap a wrist or a waist can drag that movable layer with it, tracing a circumference that belongs partly to the tape's own friction rather than to the tissue.
The mechanism
Most of the body's tape-measured circumferences - a wrist, a waist, an upper arm - sit over tissue where the skin is reasonably fixed in place, or at least fixed enough that a tape's friction does not visibly relocate it before the tape has finished going round. Shaft skin is looser than that. It is built to move, and it does, under nothing more than the light drag of a tape's surface passing over it as you bring the two ends together.
The direction of the effect depends on how you wrap. Pull the tape round in one continuous motion and it tends to bunch skin ahead of the leading edge, which can either add a small fold under the tape - reading high - or drag skin thinner around the site, reading low, depending on which way the slack in the skin happens to go that time. Either way, the number you get depends partly on the mechanics of the wrap and not only on the girth underneath it, which is exactly the property a measurement is not supposed to have.
How it shows up
The tell is a reading that keeps changing as you settle the tape, even though nothing about your grip or the site has changed. Wrap once and read 12.1, without moving anything undo the tape and rewrap and get 12.4, and the difference is not measurement noise in the usual sense - it is skin having settled differently the second time. Where measurement error comes from in general treats this as one contributor among several; this is the specific mechanism behind one part of that spread, and it is worth naming because the fix is different from the fix for pressure or angle.
Girth is sensitive to who does the wrapping even in expert hands: across seven andrology specialists, Habous et al. (2015) found the observer-to-observer underestimate of erect girth from stretched-flaccid girth ranged from 15% to 27%.
If you take several readings at the same site and the spread is small when you barely touch the tape and grows as you snug it down, skin drag rather than tension technique is a reasonable first suspect.
The technique that avoids it
Lay the tape onto the skin rather than pulling it round. Bring the two ends together with the tape already resting against the surface along its length, rather than dragging one end across the skin to meet the other. The distinction is real: laying minimises the friction that relocates skin, while pulling maximises it.
Bring the tape to snug gradually rather than snapping it to tension in one motion. A slow approach to the final tension gives any skin that has bunched a chance to settle back rather than staying pinned under an already-tight loop.
Take the reading, then release the tape fully and re-wrap from scratch for the second and third readings rather than nudging the same wrap. A wrap that is re-laid each time is not carrying forward whatever drag the previous wrap introduced, and comparing fresh wraps is closer to comparing the girth than comparing a single wrap's persistence.
What this is not
This is specifically about skin sliding under the tape's own friction during the wrap. It is not about the hand steadying the shaft while you wrap, which compresses tissue near the grip through an entirely different mechanism - that interaction has its own note, because the fix for a steadying grip is about where you hold, not how you lay the tape. It is also not the tension specification itself - what snug is supposed to mean is a separate question from whether the tape dragged skin on the way to that tension, and a wrap can be technically snug and still have moved skin getting there.
Why it is easy to miss
A dragged reading does not feel wrong while you are taking it. The tape sits flat, the number reads cleanly, and nothing about the process signals that skin moved rather than stayed put. The only real tell is the number itself failing to repeat across otherwise-identical wraps, which is one more reason taking several readings and looking at their spread matters more for girth than people expect - a single girth reading has no way to reveal that this happened at all.
None of this is a problem a device or an app removes, because the mechanism is skin against tape, not the instrument reading a number. Rate Cock scores what a photograph shows rather than wrapping anything, which sidesteps skin drag entirely but also is not measuring a circumference in the first place - a different question, answered a different way. The same separation holds for a numeric read of a photo, where nothing is being physically wrapped either, or for a person's impression of what they see, which has its own sources of variation that have nothing to do with tape friction, and for an image model's estimate, which fails or succeeds on geometry rather than on how skin behaves under a wrap. A tape is still the right tool for a circumference. It just has to be laid on, not pulled round.