Evidence map›Paper›PMID 42560205›Full record

ArticleMilitary medicine2026

On-Body Measure of Reaction Time Provides Real-time Triage of Impairment.

Megan H Blackwell, Michael P Kowalczyk, Michael P Kasparian, Dexter W Ang, J Cody Goldberg, William B Gormley

Abstract read
In one paragraph

Article in Military medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Megan H BlackwellPison Technology, Boston, MA 02111, United States.ORCID 0009-0003-9188-0399
Michael P KowalczykPison Technology, Boston, MA 02111, United States.
Michael P KasparianPison Technology, Boston, MA 02111, United States.
Dexter W AngPison Technology, Boston, MA 02111, United States.
J Cody GoldbergPison Technology, Boston, MA 02111, United States.
William B GormleyDepartment of Neurosurgical Innovation, Brigham and Women's Hospital, Boston, MA 02115, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

There is an urgent need for accurate, cost-effective tools to aid the timely triage of cognitive impairment in field--forward settings. Neurocognitive assessments are used to evaluate individuals after suspected head trauma, and reaction time in particular is a measure identified as a sensitive, robust metric of performance changes. Standard reaction-time tests used in clinics are not practical in the field and mobile touchscreen tests can vary from trial to trial by tens of milliseconds, masking alterations that represent cognitive impairment. Pison has developed and commercialized a wrist-worn technology that enables on-body measurement of reaction time. The Pison device contains surface electromyography sensors that measure electrical activity associated with motion, as well as accelerometers and gyroscopes that measure actual motion. Reaction times are calculated on-device, not on-phone, removing sources of variability. This manuscript describes the Pison wearable technology and details the field-based measurements from two military demonstrations: breaching training and a special operations competition. The Pison wearable is not intended to be diagnostic, but informs users of changes in reaction time from baseline performance and may be indicative of impairment, such as sub-concussive impact or fatigue. Although the cause of impairment is not specified, the easy-to-use Pison cognitive tests empower users to track their own operational readiness and to seek medical guidance if changes from baseline performance persist.

Indexed as

Reaction TimeTriageWearable Electronic DevicesElectromyographyHumans

Identifiers

PMID42560205
PMCPMC13445611

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.