Y8.07.2Vibration-amplified target selection errordesignresearch

Small targets have higher false-touch rates under vibration

Aliases: endpoint variability · adjacent activation · target acquisition error

What it is

Vibration-amplified target selection error is the increase in misses and adjacent-target false touches that follows once vibration widens the natural variability in a pointing motion's endpoint. The risk is jointly determined by target width, spacing between targets, the direction of the pointing movement, and the input method used — no single "minimum size" number covers every scenario.

Why it happens

A pointing movement's endpoint always carries natural variability; the narrower the target, the narrower the tolerance band within which the endpoint can land without crossing the boundary. Vibration adds a further layer of random offset onto that endpoint, and this offset more easily pushes an endpoint that was already near the edge of a narrow tolerance band across the boundary into an adjacent region. To cope with this uncertainty, operators tend to extend aiming time and make repeated micro-adjustments to improve their hit rate, but this compensation itself adds task time, and if sustained long enough, compounds with muscular fatigue to widen endpoint variability further — a vicious cycle. Compared with a physical key that has a hard boundary, a touchscreen lacks a stable tactile edge that warns the operator before a boundary is crossed; once a finger lands in the ambiguous zone between two targets, the touchscreen system must make an all-or-nothing determination, and that determination is invisible to the user — often the user only discovers the wrong target was selected after the system has already executed the erroneous action. If the interface is designed to execute on press with no buffer between selection and execution, a single vibration-induced adjacent false touch becomes a high-consequence erroneous action directly, with no opportunity to be intercepted before it takes effect.

Studying it

Cross target width, target spacing, pointing direction, vibration axis and spectrum, and input device type, measuring miss rate, adjacent-target false-touch count, time to complete one pointing action, and the number of mid-flight trajectory corrections. Report the specific error distribution and identify what was falsely touched, rather than summarizing a single overall accuracy figure — the real risk concentrates in the specific case where the falsely touched object happens to be a high-consequence adjacent control, and a blanket accuracy number cannot surface that case. Testing with participants already familiar with the interface layout after repeated practice can underestimate the true false-touch rate a field novice experiences the first time they locate a target on an unfamiliar layout — an easily overlooked point when evaluating a design.

Where it stops holding

The conclusion "false-touch rate rises significantly" itself depends on the specific test conditions (vibration intensity, target size, sample size); it does not mean any amount of vibration produces a statistically or practically significant effect, and citing the conclusion outside its tested conditions is imprecise. An interface that moves in phase with the hand, a stable support, or an input device with a physical boundary can all buffer vibration's amplification of endpoint variability, so the conclusion may not hold once those conditions are present. Enlarging targets also consumes screen space that could otherwise show other critical information, and on an already information-dense interface, simply enlarging targets may trade away information visibility — a trade-off that needs weighing.

Applying it

  • Set target size and spacing from the endpoint-error distribution measured under the site's actual vibration conditions, not from a generic ergonomic sizing table detached from a vibration environment, and prioritize protecting the area around actions whose false-touch consequence is most severe.
  • Avoid placing functionally opposite or widely different-consequence actions adjacent to each other, give every selection a clearly perceptible press feedback, and leave a brief undoable window before execution actually takes effect.
  • How to check: using the site's actually measured vibration direction and amplitude, have participants who have never used this layout before complete a first-time acquisition task, and tabulate the specific distribution of adjacent false touches — rather than judging design safety from trained, experienced users' performance alone.

Related

  • Same group: Y8.07.1 Continuous vibration reduces hand-positioning accuracy · Y8.07.3 Critical controls should be enlarged to compensate for vibration · Y8.07.4 Confirmation under vibration should avoid fine gestures
  • Nearby: B2 Pointing and target acquisition · Y4.07 Reachability and inadvertent activation of emergency controls
  • Search terms: target acquisition · endpoint variability · adjacent activation

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https://hci.top/en/handbook/Y8.07.2