Examining Temporal Regularity in Categorical Team Communication Using Sample Entropy

Author:

Strang Adam J.1,Horwood Sharon2,Best Christopher3,Funke Gregory J.4,Knott Benjamin A.4,Russell Sheldon M.4

Affiliation:

1. Consortium Research Fellows Program, Alexandra, VA

2. Deakin University, Melbourne, Australia

3. Defence Science and Technology Organization, Melbourne, Australia Deakin University, Melbourne, Australia

4. Air Force Research Laboratory, Wright-Patterson AFB, OH

Abstract

Communication is inherent to team coordination and performance. Nonlinear time-series measures, such as Sample Entropy (SEn), provide the opportunity to examine the temporal structure of team communication. The aim for this experiment was to develop a method for applying SEn to a set of categorically coded and sequential team verbal communications recorded during a dyadic Air Battle Management (ABM) simulation. Results showed that deterministic temporal regularity was detected in team communication for three categorical coding schemes applied to the data – team role, semantic content, and combined. For data coded for semantic content, SEn was able to detect an increase in communication temporal regularity for teams exposed to high workload. Practical and theoretical implications are considered.

Publisher

SAGE Publications

Subject

General Medicine,General Chemistry

Reference23 articles.

1. Science in Pictures: Chaos and Fractals in Human Physiology

2. Measuring Patterns in Team Interaction Sequences Using a Discrete Recurrence Approach

3. Horwood S. (2007). Fostering team adaptation. (Unpublished thesis). Deakin University, Melbourne, Australia.

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Team Workload in Action Teams: Exploring the Impact of Interdependence;Proceedings of the Human Factors and Ergonomics Society Annual Meeting;2023-09

2. Detection of Changes in Team Dynamics in Simulated Air Battle Management: Univariate vs. Multivariate Analyses;2022 IEEE 3rd International Conference on Human-Machine Systems (ICHMS);2022-11-17

3. Investigating Cyber Attacker Team Cognition;Proceedings of the Human Factors and Ergonomics Society Annual Meeting;2022-09

4. A Typology for the Application of Team Coordination Dynamics Across Increasing Levels of Dynamic Complexity;Human Factors: The Journal of the Human Factors and Ergonomics Society;2022-04-28

5. An Investigation of Coding Schemes for Sample Entropy Analysis of Communications Data;Proceedings of the Human Factors and Ergonomics Society Annual Meeting;2016-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3