Evidence map›Paper›PMID 39853990›Full record

ArticleMilitary psychology : the official journal of the Division of Military Psychology, American Psychological Association2026

Development and validation of a self-report adaptability measure for the military remote operations community.

Tyler J Mulhearn, Robert P Tett, Kinsey B Bryant-Lees, Rachael N Martinez, David M LaHuis, Tyler C McDaniel, Songthip Ounpraseuth

Abstract readValidation Study
In one paragraph

Article in Military psychology : the official journal of the Division of Military Psychology, American Psychological Association, 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

7 authors.

Tyler J MulhearnNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.
Robert P TettNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.
Kinsey B Bryant-LeesNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.
Rachael N MartinezAerospace Medicine Department, U.S. Air Force School of Aerospace Medicine, Wright-Patterson AFB, Dayton, Ohio, USA.
David M LaHuisNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.
Tyler C McDanielNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.
Songthip OunpraseuthNeuroStat Analytical Solutions, LLC, Great Falls, Virginia, USA.

Funding

U.S. Airforce
6 · The paper itself

Abstract

Building on emerging literature, a new self-report inventory was developed to assess multiple psychological attributes relevant to adaptability in remote warriors. Literature search backed by surveys of military and psychological experts identified 32 attributes for self-report scale development. Items were sorted reliably into targeted dimensions (67.5% vs. 1.6% random) in support of content validity. Item analysis of responses from 255 U.S. Air Force remote operations Airmen (74.5% sensor operators) narrowed the set to 25 empirically distinct scales demonstrating overall strong internal consistency reliability (

Indexed as

Adaptation, PsychologicalMilitary PersonnelSelf ReportAdultFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesYoung AdultAdaptabilitypersonalityremote operationsresiliencescale development

Identifiers

PMID39853990
PMCPMC12785209

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.