Evidence map›Paper›PMID 29459893›Full record

ArticleFrontiers in medicine2017

Biobehavioral Insights into Adaptive Behavior in Complex and Dynamic Operational Settings: Lessons learned from the Soldier Performance and Effective, Adaptable Response Task.

Amy J Haufler, Gregory F Lewis, Maria I Davila, Felipe Westhelle, James Gavrilis, Crystal I Bryce, Jacek Kolacz, Douglas A Granger, William McDaniel

Open access · goldAbstract read
In one paragraph

Article in Frontiers in medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact, top 98% of its field
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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
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

9 authors at 5 institutions in 1 country.

Amy J HauflerNational Security Analysis Department, Applied Physics Laboratory, Johns Hopkins University, Laurel, MD, United States.
Gregory F LewisBrainBody Center for Psychophysiology and Bioengineering, Department of Psychiatry, University of North Carolina, Chapel Hill, NC, United States.
Maria I DavilaBrainBody Center for Psychophysiology and Bioengineering, Department of Psychiatry, University of North Carolina, Chapel Hill, NC, United States.
Felipe WesthelleNational Security Analysis Department, Applied Physics Laboratory, Johns Hopkins University, Laurel, MD, United States.
James GavrilisNational Security Analysis Department, Applied Physics Laboratory, Johns Hopkins University, Laurel, MD, United States.
Crystal I BryceT. Denny Sanford School of Social and Family Dynamics, Arizona State University, Tempe, AZ, United States.
Jacek KolaczKinsey Institute, Indiana University Bloomington, Bloomington, IN, United States.
Douglas A GrangerInstitute for Interdisciplinary Salivary Bioscience Research (IISBR), University of California, Irvine, CA, United States.
William McDanielNational Security Analysis Department, Applied Physics Laboratory, Johns Hopkins University, Laurel, MD, United States.
Johns Hopkins University Applied Physics Laboratory · USUniversity of North Carolina at Chapel Hill · USIndiana University Bloomington · USJohns Hopkins University · USUniversity of California, Irvine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The purpose of this study was to explore the biobehavioral correlates of adaptive behavior in the context of a standardized laboratory-based mission-relevant challenge [the Soldier Performance and Effective, Adaptable Response (SPEAR) task]. Participants were 26 healthy male volunteers (M = 34.85 years, SD = 4.12) with active military duty and leadership experience within the last 5 years (i.e., multiple leadership positions, operational deployments in combat, interactions with civilians and partner nation forces on the battlefield, experience making decisions under fire). The SPEAR task simultaneously engages perception, cognition, and action aspects of human performance demands similar to those encountered in the operational setting. Participants must engage with military-relevant text, visual, and auditory stimuli, interpret new information, and retain the commander's intent in working memory to create a new plan of action for mission success. Time-domain measures of heart period and respiratory sinus arrhythmia (RSA) were quantified, and saliva was sampled [later assayed for cortisol and alpha-amylase (sAA)] before-, during-, and post-SPEAR. Results revealed a predictable pattern of withdraw and recovery of the cardiac vagal tone during repeated presentation of battlefield challenges. Recovery of vagal inhibition following executive function challenge was strongly linked to better task-related performance. Rate of RSA recovery was also associated with better recall of the commander's intent. Decreasing magnitude in the skin conductance response prior to the task was positively associated with better overall task-related performance. Lower levels of RSA were observed in participants who reported higher rates of combat deployments, and reduced RSA flexibility was associated with higher rates of casualty exposure. Greater RSA flexibility during SPEAR was associated with greater self-reported resilience. There was no consistent pattern of task-related change in cortisol or sAA. We conclude that individual differences in psychophysiological reactivity and regulation in response to an ecologically valid, military-relevant task are associated with performance-related adaptive behavior in this standardized operational setting. The implications for modern day warfare, where advancing our understanding of the nature of individual differences in adaptive problem solving is critical to mission success, fitness for duty, and other occupational health-related outcomes, are discussed.

Indexed as

adaptabilityautonomic regulationelectrodermal activityheart rate variabilityleadershipmilitary-relevant challengeproblem solvingresilience

Identifiers

PMID29459893
PMCPMC5807340
OpenAlexW2790280452

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.