Physiological synchronization and entropy as measures of team cognitive load

Roger D. Dias; Marco A. Zenati; Ronald Stevens; Jennifer M. Gabany; Steven J. Yule

doi:10.1016/j.jbi.2019.103250

journal article Open Access Aug 01, 2019

Physiological synchronization and entropy as measures of team cognitive load

Roger D. Dias Marco A. Zenati Ronald Stevens Jennifer M. Gabany Steven J. Yule

Journal of Biomedical Informatics Vol. 96 pp. 103250 · Elsevier BV

View at Publisher Save 10.1016/j.jbi.2019.103250

Topics

No keywords indexed for this article. Browse by subject →

References

39

[1]

Wahr "Patient safety in the cardiac operating room: human factors and teamwork: a scientific statement from the American Heart Association" Circulation (2013) 10.1161/cir.0b013e3182a38efa

[2]

Cristancho "Understanding clinical uncertainty: what is going on when experienced surgeons are not sure what to do?" Acad. Med. (2013) 10.1097/acm.0b013e3182a3116f

[3]

Systematic review of measurement tools to assess surgeons' intraoperative cognitive workload

R D Dias, M C Ngo-Howard, M T Boskovski et al.

British Journal of Surgery 2018 10.1002/bjs.10795

[4]

Gawande "The incidence and nature of surgical adverse events in Colorado and Utah in 1992" Surgery (1999) 10.1067/msy.1999.98664

[5]

Flin (2016)

[6]

Wiegmann "Disruptions in surgical flow and their relationship to surgical errors: an exploratory investigation" Surgery (2007) 10.1016/j.surg.2007.07.034

[7]

Greenberg "Patterns of communication breakdowns resulting in injury to surgical patients" J. Am. Coll. Surg. (2007) 10.1016/j.jamcollsurg.2007.01.010

[8]

Wadhera "Is the “sterile cockpit” concept applicable to cardiovascular surgery critical intervals or critical events? The impact of protocol-driven communication during cardiopulmonary bypass" J. Thorac. Cardiovasc. Surg. (2010) 10.1016/j.jtcvs.2009.10.048

[9]

Funke "Conceptualization and measurement of team workload: a critical need" Hum. Factors (2012) 10.1177/0018720811427901

[10]

The magical number seven, plus or minus two: Some limits on our capacity for processing information.

George A. Miller

Psychological Review 1956 10.1037/h0043158

[11]

Cognitive Load During Problem Solving: Effects on Learning

John Sweller

Cognitive Science 1988 10.1207/s15516709cog1202_4

[12]

Working-memory capacity and the control of attention: The contributions of goal neglect, response competition, and task set to Stroop interference.

Michael J. Kane, Randall W. Engle

Journal of Experimental Psychology: General 2003 10.1037/0096-3445.132.1.47

[13]

Van Merriënboer "Cognitive load theory in health professional education: design principles and strategies" Med. Educ. (2010) 10.1111/j.1365-2923.2009.03498.x

[14]

Tsang "Workload and situation awareness" (2006)

[15]

Hart "Nasa-task load Index (NASA-TLX); 20 years later" Proc. Human Factors and Ergon. Soc. Ann. Meet. (2006)

[16]

Park "A study on the validity of a task complexity measure for emergency operating procedures of nuclear power plants—comparing with a subjective workload" IEEE Trans. Nucl. Sci. (2006) 10.1109/tns.2006.882149

[17]

Podofillini "Measuring the influence of task complexity on human error probability: an empirical evaluation" Nucl. Eng. Technol. (2013) 10.5516/net.04.2013.702

[18]

Hazlehurst "Distributed cognition: an alternative model of cognition for medical informatics" Int. J. Med. Inform. (2008) 10.1016/j.ijmedinf.2007.04.008

[19]

Hughes "Cardiac measures of cognitive workload: a meta-analysis" Hum. Fact. (2019) 10.1177/0018720819830553

[20]

Stevens (2009)

[21]

Strang "Physio-behavioral synchronicity as an index of processes supporting team performance" Proc. Human Factors Ergon. Soc. Ann. Meet. (2011) 10.1177/1071181311551301

[22]

Henning "Social psychophysiological compliance in a four-person research team" Appl. Ergon. (2009) 10.1016/j.apergo.2009.04.009

[23]

Stevens "Healthcare teams neurodynamically reorganize when resolving uncertainty" Entropy. (2016) 10.3390/e18120427

[24]

Stevens "Are neurodynamic organizations a fundamental property of teamwork?" Front. Psychol. (2017) 10.3389/fpsyg.2017.00644

[25]

Stevens "Modeling the neurodynamic complexity of submarine navigation teams" Comput. Math. Org. Theory (2013) 10.1007/s10588-012-9135-9

[26]

Czyzewska "The surgeon's mental load during decision making at various stages of operations" Eur. J. Appl. Physiol. Occup. Physiol. (1983) 10.1007/bf00429080

[27]

Shannon "The mathematical theory of communication. 1963" MD Comput. (1997)

[28]

Hausser "Entropy inference and the james-stein estimator, with application to nonlinear gene association networks" J Mach Learn Res. (2009)

[29]

Richard Jennings "Focusing neurovisceral integration: cognition, heart rate variability, and cerebral blood flow" Psychophysiology (2015) 10.1111/psyp.12319

[30]

Keitel "Endocrine and psychological stress responses in a simulated emergency situation" Psychoneuroendocrinology (2011) 10.1016/j.psyneuen.2010.06.011

[31]

R.D. Dias, H.M. Conboy, J.M. Gabany, L.A. Clarke, L.J. Osterwei, G.S. Avrunin, et al., Development of an interactive dashboard to analyze cognitive workload of surgical teams during complex procedural care, in: 2018 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), 2018, pp. 77–82. 10.1109/cogsima.2018.8423995

[32]

H. Barlow, Possible Principles Underlying the Transformations of Sensory Messages, 1961.

[33]

Kirkman "Assessing the incremental validity of team consensus ratings over aggregation of individual - level data in predicting team effectiveness" Pers. Psychol. (2001) 10.1111/j.1744-6570.2001.tb00226.x

[34]

Bowers (2005)

[35]

Dekker "The systems approach to medicine: controversy and misconceptions" BMJ Qual. Saf. (2015) 10.1136/bmjqs-2014-003106

[36]

Hazlehurst "Distributed cognition in the heart room: how situation awareness arises from coordinated communications during cardiac surgery" J. Biomed. Inform. (2007) 10.1016/j.jbi.2007.02.001

[37]

Gorman "Understanding and modeling teams as dynamical systems" Front. Psychol. (2017) 10.3389/fpsyg.2017.01053

[38]

Rieger "Heart rate and heart rate variability as indirect markers of surgeons' intraoperative stress" Int. Arch. Occup. Environ. Health (2014) 10.1007/s00420-013-0847-z

[39]

Gawande "Analysis of errors reported by surgeons at three teaching hospitals" Surgery (2003) 10.1067/msy.2003.169

Cited By

49

Non-Invasive Assessment of Continuous Real-Time Workplace Stress Among Surgeons and Surgical Trainees: A Scoping Review

Egide Abahuje, Katherine A. Lin · 2026

Journal of Surgical Education

Surgical Sabermetrics

Emma E. Howie, Olivia Ambler · 2024

Annals of Surgery

A Computational Approach to Examining Team Coordination Breakdowns During Crisis Situations

Kyana H. J. van Eijndhoven, Travis J. Wiltshire · 2023

Journal of Cognitive Engineering an...

multiSyncPy: A Python package for assessing multivariate coordination dynamics

Dan Hudson, Travis J. Wiltshire · 2022

Behavior Research Methods

Metrics

49

Citations

39

References

Details

Published: Aug 01, 2019
Vol/Issue: 96
Pages: 103250
License: View

Authors

Funding

National Heart, Lung, and Blood Institute

Cite This Article

Roger D. Dias, Marco A. Zenati, Ronald Stevens, et al. (2019). Physiological synchronization and entropy as measures of team cognitive load. Journal of Biomedical Informatics, 96, 103250. https://doi.org/10.1016/j.jbi.2019.103250

Physiological synchronization and entropy as measures of team cognitive load

You May Also Like