NRC Research Associate Programs
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Participating Agencies - AFRL

Opportunity at Air Force Research Laboratory (AFRL)

Measuring and Modeling Team States and Dynamics

Location

Airman Systems Directorate, RHW/Adaptive Warfighter Interfaces Group

RO# Location
13.15.14.C0592 Wright-Patterson AFB, OH 45433

Advisers

name email phone
Tolston, Michael T michael.tolston.1@us.af.mil 513.504.4537

Description

My current research involves evaluating and modeling team states and dynamics using noninvasively (i.e., minimally disruptive) collected physiological and behavioral data. Since measuring team states and dynamics often requires evaluating multivariate longitudinally collected data, I am currently investigating methods that can effectively accomplish this. Specifically, I am interested in combining higher order network analyses that can deal with multivariate data streams (e.g. hypergraphs or multiplex networks) with analyses designed to evaluate structure in multidimensional data (e.g., tensor analysis) in order to understand and model team states, team dynamics, and team growth over time. This project will involve using these techniques to examine multivariate datasets collected from teams in order to understand and model team states, team dynamics, and team growth over time.

References:

Tolston, M. T., Funke, G. J., Riley, M. A., Mancuso, V., & Finomore, V. (2020). Using conceptual recurrence analysis to decompose team conversations. In McNeese, M., Salas, E., & Endsley, M. (Ed.), Contemporary REsearch: Models Methodologies, and Measures in Distributed Team Cognition (1st ed., pp. 235-256). CRC Press.

Tolston, M. T., Funke, G. J. & Shockley, K. (2020). Comparison of cross-correlation and joint-recurrence quantification analysis based methods for estimating coupling strength in non-linear systems. Frontiers in Applied Mathematics and Statistics 6(1): doi: 10.3389/fams.2020.00001

Tolston, M. T., Riley, M. A., Mancuso, V., Finomore, V., Funke, G. J. (2019). Beyond frequency counts: Evaluation of conceptual recurrence analysis metrics to index semantic coordination in team communications. Behavior Research Methods 51(1): 342-360.

Keywords:
Teams; Human Machine Teaming; Dynamical Systems; Complex Systems; Interpersonal Coordination; Communication; Complex Networks;

Eligibility

Citizenship:  Open to U.S. citizens
Level:  Open to Postdoctoral and Senior applicants

Stipend

Base Stipend Travel Allotment Supplementation
$76,542.00 $4,000.00

$3,000 Supplement for Doctorates in Engineering & Computer Science

Experience Supplement:
Postdoctoral and Senior Associates will receive an appropriately higher stipend based on the number of years of experience past their PhD.

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