Featured

Using objective robotic automated performance metrics and task-evoked pupillary response to distinguish surgeon expertise

Nguyen, J., Chen, J., Marshall, S. P., Ghodoussipour, S., Chen, A., Gill, I. S., and Hung, A. J.

Publications

Virtual Reality vs. Dry-Lab Models: Comparing automated performance metrics and cognitive workload during robotic simulation training.

Andrew Cowan , Jian Chen , Samuel Mingo , Sharath S Reddy , Runzhuo Ma , Sandra Marshall , Jessiica Nguyen , Andrew J Hung.

J Endourol. 2021 Jul 8. (Online ahead of print.) DOI: 10.1089/end.2020.1037

2021

Investigating Offshore Helicopter Pilots’ Cognitive Load and Physiological Responses during Simulated In-Flight Emergencies

Michael J. Taber

The International Journal of Aerospace Psychology, 31:1, 56-69, DOI: 10.1080/24721840.2020.1842208

2021

Psychometric Properties of NASA-TLX and Index of Cognitive Activity as Measures of Cognitive Workload in Older Adults

Devos, H.; Gustafson, K.; Ahmadnezhad, P.; Liao, K.; Mahnken, J.D.; Brooks, W.M.; Burns, J.M.

Brain Sci. 2020, 10, 994. doi.org/10.3390/brainsci10120994

2020

The Influence of Cockpit Solar Loading on Offshore Pilot Cognitive Performance

Michael J. Taber

International Journal of Human Factors and Ergonomics (IJHFE), Vol. 7, No. 3, 2020

2020

Integrating Eye-Tracking and Speech Recognition Accurately Annotates MRI Brain Images for Deep Learning: Proof of Principle

Joseph N. Stember, Haydar Celik, David Gutman, Nathaniel Swinburne, Robert Young, Sarah Eskreis-Winkler, Andrei Holodny, Sachin Jambawalikar, Bradford J. Wood, Peter D. Chang, Elizabeth Krupinski, Ulas Bagci

Radiology: AI. Published Online, Nov 11, 2020, doi.org/10.1148/ryai.2020200047

2020

Reliability and Validity of Pupillary Response during Dual-task Balance in Parkinson’s Disease

Kahya M, Lyons KE, Pahwa R, Akinwuntan AE, He J, Devos H,

Archives of Physical Medicine and Rehabilitation (2020), DOI: doi.org/10.1016/j.apmr.2020.08.008.

2020

Pupillary response during verbal abstract reasoning in Parkinson’s disease: A pilot study

Moon, S., Kahya, M., Lyons, K., Pahwa, R., Akinwuntan, A.E., Devos, H.

International Journal of Neuroscience

2020

Pupillary response, driving simulation and increased cognitive load: Assessment of cognitive effort for breast cancer survivors

Moon, S., O’Dea, A., Klemp, J., Kurylo, M., Akinwuntan, A., Devos, H.

Oncology Nursing Forum, 47, 203-212

2020

Cognitive workload and cognitive performance in multiple sclerosis: two different constructs of cognitive functioning?

Devos, H., Akinwuntan, A.E., Alissa, N., Morohunfola, B., Lynch, S.

Multiple Sclerosis and Related Disorders, 38:101505

2020

Visual search and target detection in drivers with Parkinson’s disease

Ranchet M., Akinwuntan, A.E., Morgan, J.C., Devos, H.

Accident Analysis and Prevention, 134, 105328

2020

Using objective robotic automated performance metrics and task-evoked pupillary response to distinguish surgeon expertise

Nguyen, J., Chen, J., Marshall, S. P., Ghodoussipour, S., Chen, A., Gill, I. S., and Hung, A. J.

World J Urol. 2020 Jul;38(7):1599-1605.

DOI: 10.1007/s00345-019-02881-w

2020

Evaluation of the Index of Cognitive Activity (ICA) as an Instrument to Measure Cognitive Workload Under Differing Light Conditions

Rerhaye L., Blaser T., Alexander T.

In: Bagnara S., Tartaglia R., Albolino S., Alexander T., Fujita Y. (eds) Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018). IEA 2018. Advances in Intelligent Systems and Computing, vol 827. Springer, Cham DOI: 10.1007/978-3-319-96059-3_38

2019

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.

Stember, J.N., Celik, H., Krupinski, E. et al.

J Digit Imaging 32, 597–604 (2019). https://doi.org/10.1007/s10278-019-00220-4

2019

Pupillary Response to Cognitive Demand in Parkinson’s Disease: A Pilot Study

Kahya, M., Moon, S., Lyons, K. E., Pahwa, R., Akinwuntan, A. E., & Devos, H.

Frontiers in Aging Neuroscience, 10, 90. DOI: 10.3389/fnagi.2018.00090

2018

Increased Postural Demand Is Associated With Greater Cognitive Workload in Healthy Young Adults: A Pupillometry Study

Kahya M, Wood TA, Sosnoff JJ, Devos H.

Frontiers in Human Neuroscience, 12, 288. DOI: 10.3389/fnhum.2018.00288

2018

Pupillary response: cognitive effort for breast cancer survivors

Myers, J. S., Kahya, M., Mitchell, M., Dai, J., He, J., Moon, S., … Devos, H.

Supportive Care in Cancer. DOI: 10.1007/s00520-018-4401-0

2018

Attention to and distraction from risk information in prescription drug advertising: An eye tracking study

Sullivan, H.W., Boudewyns, V., O’Donoghue, A.C., Marshall, S., & Williams, P.A.

Journal of Public Policy and Marketing, 36(2), 236-245.

2017

Effect of Cognitive Demand on Functional Visual Field Performance in Senior Drivers with Glaucoma

Gangeddula, V., Ranchet, M., Akinwuntan, A. E., Bollinger, K., & Devos, H.

Frontiers in Aging Neuroscience, 9, 286. DOI: 10.3389/fnagi.2017.00286

2017

Cognitive workload across the spectrum of cognitive impairments: A systematic review of physiological measures

Ranchet, M., Morgan, J. C., Akinwuntan, A. E., & Devos, H.

Neuroscience and Biobehavioral Reviews, 80, 516-537. DOI: 10.1016/j.neubiorev.2017.07.001

2017

Pupillary response to cognitive workload during saccadic tasks in Parkinson’s disease

Ranchet, M., Orlosky, J., Morgan, J., Qadir, S., Akinwuntan, A., & Devos, H.

Behavioural Brain Research, 327, 162-166. DOI: 10.1016/j.bbr.2017.03.043

2017

The Frequency of Rapid Pupil Dilations as a Measure of Linguistic Processing Difficulty

Demberg, Vera & Sayeed, Asad.

PloS one. 11. e0146194. DOI: 10.1371/journal.pone.0146194

2016

Driver distraction through conversation measured with pupillometry

C. Dlugosch, A. Conti and K. Benglar

In Proceedings of the 7th International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle Design (p. 198-204), Bolton Landing, New York. DOI: 10.17077/drivingassessment.1488

2013

Pupillometry: The Index of Cognitive Activity in a dual-task study.

Demberg, V.

In Proceedings of the 35th Annual Meeting of the Cognitive Science Society (pp. 2148-2154). http://www.coli.uni-saarland.de/~vera/ICApaper.pdf

2013

The Index of Cognitive Activity as a Measure of Linguistic Processing

Demberg, V., Kiagia, E., & Sayeed, A.

In Proceedings of the 35th Annual Meeting of the Cognitive Science Society (pp. 2154-2160). http://www.coli.uni-saarland.de/~vera/LanguageICA.pdf

2013

Language and cognitive load in a dual task environment

Engonopoulos, N., Sayeed, A., & Demberg, V.

In Proceedings of the 35th Annual Meeting of the Cognitive Science Society, pp. 2148-2153, Berlin. https://mindmodeling.org/cogsci2013/papers/0394/paper0394.pdf

2013

Interaction Science and the Aging User: Techniques to Assist in Design and Evaluation

Marshall S.P.

In: Stephanidis C., Antona M. (eds) Universal Access in Human-Computer Interaction. User and Context Diversity. UAHCI 2013. Lecture Notes in Computer Science, vol 8010, pp. 133-141, 2013. Springer, Berlin, Heidelberg DOI: 10.1007/978-3-642-39191-0_15

2013

Measuring Cognitive Workload across Different Eye Trackers

Bartels, M., & Marshall, S.

In Proceedings of 2012 Eye Tracking Research and Applications (ETRA) Symposium. New York: ACM. 161-164. Paper and poster presented at ETRA 2012, Santa Barbara, CA, March 2012.DOI: 10.1145/2168556.2168582

2012

Analysis of mental workload and operating behavior in secondary tasks while driving

Platten, Frederik.

Unpublished doctoral dissertation, Chemnitz University of Technology, Chemnitz, Saxony, Germany.

2012

Eye tracking and universal access: Three applications and practical examples

Bartels, M. & Marshall, S.

In C. Stephanidis (Ed.), Universal Access in HCI, Part II, HCII 2011, LNCS 6766, pp. 525-534.DOI: 10.1007/978-3-642-21663-3_57

2011

Eye metrics as an objective assessment of surgical skill

Richstone, L., Schwartz, M., Seideman, C., Cadeddu, J., Marshall, S., & Kavoussi, L.

Annals of Surgery. Jul;252(1):177-82. DOI: 10.1097/SLA.0b013e3181e464fb

2010

What the Eyes Reveal: Measuring the Cognitive Workload of Teams

Marshall S.P.

In: Duffy V.G. (eds) Digital Human Modeling. ICDHM 2009. Lecture Notes in Computer Science, vol 5620. Springer, Berlin, Heidelberg DOI: 10.1007/978-3-642-02809-0_29

2009

Measuring the eye for military applications

Marshall, S. P.

In R. Hammoud (Ed.,), Passive Eye Monitoring: Algorithms, Applications and Experiments (pp. 247-264). New York: Springer. DOI: 10.1007/978-3-540-75412-1_11

2008

Beyond eye movements: Brain activity and the pupil

Marshall, S.

In NASA Conference Proceedings 2009-21582 Eye/Eye-Movement Monitoring Workshop, Kaiser, M. & McCann, R., Editors. NASA Ames Research Center, Moffett Field, CA

2008

Cognitive models of tactical decision making

Marshall, S.

In Proceedings of the Second International Conference of Applied Human Factors & Ergonomics, Las Vegas

2008

Identifying cognitive state from eye metrics

Marshall, S. P

Aviation, Space, & Environmental Medicine, 78(5), 165-175.

2007

Pupillometry as a method for measuring mental workload within a simulated driving task

Schwalm, M., Keinath, A., & Zimmer, H.

In D. de Waard, F.O. Flemisch, B. Lorenz, H. Oberheid, and K.A. Brookhuis (Eds.) (2008), Human Factors for assistance and automation (pp. 75 – 87). Maastricht, the Netherlands: Shaker Publishing. Viewable on Research Gate

2007

Measures of Attention and Cognitive Effort in Tactical Decision Making

Marshall, S. P.

In M. Cook, J. Noyes, & V. Masakowski (Eds.), Decision Making in Complex Environments (pp. 321-332). Aldershot, Hampshire UK: Ashgate Publishing. Preview on Google Books

2007

Eye tracking insights into cognitive modeling

Bartels, M. & Marshall, S.

Proceedings of the 2006 Symposium on Eye Tracking Research & Applications, San Diego, CA March 27 – 29, 2006, 141-147. DOI: 10.1145/1117309.1117358

2006

Assessing Cognitive Engagement and Cognitive State from Eye Metrics

Marshall, S. P.

Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition.

2005

Culture-Fair Cognitive Ability Assessment: Information Processing and Psychophysiological Approaches

Verney, S. P., Granholm, E., Malcarne, V., Marshall, S. P., & Saccuzzo, D.

Assessment, 12, 305-319.

2005

From Disparate Sensors to a Unified Gauge: Bringing Them All Together

Weatherhead, J. J., & Marshall, S. P.

Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition.

2005

Pupillary responses on the visual backward masking task reflect general cognitive ability

Verney, S. P., Granolm, E., Marshall, S.

International Journal of Psychophysiology, 52, 23-36.

2004

Integrating psychophysiological measures of cognitive workload and eye movements to detect strategy shifts

Marshall, S. P., Pleydell-Pearce, C. W., & Dickson, B. T.

In Proceedings of the Thirty-Sixth Annual Hawaii International Conference on System Sciences. Los Alamitos, CA: IEEE. DOI: 10.1109/HICSS.2003.1174298

2003

Extracting explicit and implict information from complex visualizations

Trafton, J. G., Marshall, S., Mintz, F., & Trickett, S. B.

In M. Hegarty, B. Meyer, & H. Narayanan (Eds.), Diagramatic representation and inference (p. 206-220). Berlin:Heidelberg: Springer-Verlag. DOI: 10.1007/3-540-46037-3_22

2002

The Index of Cognitive Activity: Measuring cognitive workload

Marshall, S. P.

In Proceedings of the 2002 IEEE 7th Conference on Human Factors and Power Plants (p. 7.5 – 7.9). New York: IEEE DOI: 10.1109/HFPP.2002.1042860

2002

Individual differences in attentional strategies in multitasking situations

Ishizaka, K., Marshall, S. P., & Conte, J. M.

Human Performance.

2001

Process evaluation of a physical activity self-management program for children: SPARK

Marcoux, M.F., Sallis, J.F., McKenzie, T.L., Marshall, S., Armstrong, C.A., & Goggin, K.J.

Psychology and Health, 14, 659-677.

1999

Applying hybrid models of cognition in decision aids

Smith, D. E., & Marshall, S. P.

In Zsambok, C. & Klein, G. (Eds.), Naturalistic decision making (pp. 331-343). Mahwah, NJ: Erlbaum.

1997

Schemas in problem solving

Marshall, S. P.

New York: Cambridge University Press.

1995

View All

Published Proceedings

Measuring Cognitive Workload Across Different Eye Tracking Hardware Platforms

Bartels, M. & Marshall, S.

In Proceedings of 2012 Eye Tracking Research and Applications Symposium, Santa Barbara CA, Mar 28-30 2012, 161-164.

2012

Eye Tracking and Universal Access: Three Applications and Practical Examples

Bartels, M. & Marshall, S.

In HCI International 2011 Conference Proceedings (HCII ’11), Orlando FL, 525–534.

2011

What the eyes reveal: Measuring the cognitive workload of teams

Marshall, S.

In Proceedings of the 13th International Conference on Human-Computer Interaction, San Diego, July 2009.

2009

Beyond eye movements: Brain activity and the pupil

Marshall, S.

In NASA Conference Proceedings 2009-21582 Eye/Eye-Movement Monitoring Workshop, Kaiser, M. & McCann, R., Editors. NASA Ames Research Center, Moffett Field, CA, April 2008.

2008

Cognitive models of tactical decision making

Marshall, S.

In Proceedings of the Second International Conference of Applied Human Factors & Ergonomics, Las Vegas, July 2008.

2008

Visual availability and fixation memory in modeling visual search using the EPIC architecture

Kieras, D. & Marshall, S.

In Proceedings of the 2006 Annual Conference of the Cognitive Science Society, Vancouver, July 2006.

2006

Eye tracking insights into cognitive modeling

Bartels, M. & Marshall, S.

Proceedings of the 2006 Symposium on Eye Tracking Research & Applications, San Diego, CA March 27 – 29, 2006, 141-147.

2006

Assessing Cognitive Engagement and Cognitive State from Eye Metrics

Marshall, S. P.

Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition. CD-ROM.

2005

From Disparate Sensors to a Unified Gauge: Bringing Them All Together

Weatherhead, J. J., & Marshall, S. P.

Las Vegas, NV: Proceedings of the 1st International Conference on Augmented Cognition. CD-ROM.

2005

The Index of Cognitive Activity: Measuring cognitive workload

Marshall, S. P.

In Proceedings of the 2002 IEEE 7th Conference on Human Factors and Power Plants (pp. 7.5 – 7.9). New York: IEEE.

2002

Integrating psychophysiological measures of cognitive workload and eye movements to detect strategy shifts.

Marshall, S. P., Pleydell-Pearce, C. W., & Dickson, B. T.

In Proceedings of the Thirth-Sixth Annual Hawaii International Conference on System Sciences. Los Alamitos, CA: IEEE.

2003

The Index of Cognitive Activity: Measuring cognitive workload

Marshall, S. P.

In Proceedings of the 2002 IEEE 7th Conference on Human Factors and Power Plants (pp. 7.5 – 7.9). New York: IEEE.

2002

Sharing decision-making knowledge in tactical situations

Marshall, S. P., Wilson, D. M., Knust, S. R., Smith, M. & Garcia, R. J.

In Proceedings of the 1998 Command and Control Research and Technology Symposium (pp. 693-699). Monterey, CA: Naval Postgraduate School.

1998

Modeling individual differences in the NRL Navigation Task

Gordon, D., Subramanian, D., Mary Haught, Robyn Kobayashi, & Marshall, S.

In Proceedings of the 20th Annual Conference of the Cognitive Science Society.

August 1998

Eye tracking in tactical decision-making environments: Implementation and analysis

Marshall, S. P., Morrison, J. G., Allred, L. E., Gillikin, S., & McAllister, J. A.

In Proceedings of the 1997 Command and Control Research and Technology Symposium (pp. 347-354). Washington, DC: National Defense University.

1997

Eye tracking in tactical decision-making environments: Implications for decision support.

Morrison, J. G., Marshall, S. P., Kelly, R. T., & Moore, R. A.

In Proceedings of the 1997 Command and Control Research and Technology Symposium (pp. 355-364). Washington, DC: National Defense University.

1997

Cognitive differences in tactical decision making

Marshall, S. P., Christensen, S. E., & McAllister, J. A.

In Proceedings of the 1996 Command and Control Research and Technology Symposium (pp. 122-132). Monterey, CA: Naval Postgraduate School.

1996

Neural network models of decision-making schemas

Smith, D. E., & Marshall, S. P.

In J. Borack (Ed.), Applications of Artificial Neural Networks and Related Technologies to Manpower, Personnel, and Training (pp. 137-148). San Diego: NPRDC.

1993

View All

Technical Reports

The Effects of Different Modes of Visually-Presented Information on Cognitive Effort

Marshall, S. P., Davis, C. L., & Knust, S. R.

Technical Report: ETI-0501. San Diego: EyeTracking, Inc.

2005

The Index of Cognitive Activity: Estimating Cognitive Effort from Pupil Dilation

Marshall, S. P., Davis, C. L., & Knust, S. R.

Technical Report: ETI-0401. San Diego: EyeTracking, Inc.

2004

Attention Management on a Geographical Display: Minimizing Distraction by Decluttering

St. John, M., Marshall, S. P., Knust, S. R., & Binning, K.

Technical Report: ETI-0301. San Diego: EyeTracking, Inc.

2003

Neural Network Models for Decluttering

Marshall, S. P., Stricker, J. L.

Technical Report CERF No. 01-03. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

2001

Decision-Making Schemas in Rapidly Changing Situations (Final Report)

Marshall, S. P.

Technical Report CERF No. 01-02. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

2001

Use of Visual Representations in Eye-Tracking Research

Marshall, S. P., Davis, C. L., & Knust, S. R.

Technical Report CERF No. 01-01. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

2001

A Hybrid Model of Novices' Performance on a Simulated CIC Task

Scott, E., & Marshall, S. M.

Technical Report CERF No. 98-01. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

1998

Sharing Decision-Making Knowledge in Tactical Situations: Extended Analyses

Marshall, S. P., Wilson, D. M., & Page, K. V.

Technical Report CERF No. 98-02. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

1998

Cognitive Workload and point of gaze: A re-analysis of the DSS Directed-Question Data

Marshall, S. P.

Technical Report CERF No. 98-03. Cognitive Ergonomics Research Facility, San Diego State University, San Diego, CA.

1998

Recognizing tactical situations: How do decision makers know when to make a decision?

Marshall, S. P., Christensen, S. E., & McAllister, J. A.

Technical Report 95-01, Office of Naval Research Contract No. N00014-93-1-0525. San Diego, California.

1995

FINAL REPORT: Schemas in Problem Solving

Marshall, S. P.

Technical Report 91-02, Office of Naval Research Contract No. N00014-90-J-1143. San Diego, California.

1991

Computer-based assessment of schema knowledge in a flexible problem-solving environment

Marshall, S. P.

Technical Report 91-01, Office of Naval Research Contract No. N00014-90-J-1143. San Diego, California.

1991

View All

Paper / Poster Presentations

Eye tracking and universal access: Three applications and practical examples

Bartels, M. & Marshall, S.

Invited presentation to be given at the HCI International 2011 Conference, Orlando, FL

July 2011

Measuring cognitive workload in simulation environments

Marshall, S.

Presented at the 8th Annual STISIM Users Group Meeting, St. Petersburg, FL

October 2010

Impact of pre-operative warm-up exercises on surgical performance in urology

Lee, J., Kahol, K., Kerbl, D.C., Alipanah, N., Hsueh, T.Y., Mucksavage, P., Pck, D.L., Louis, M.K., Winfield, H.N., McDougall E.M.

Presented at the 28th World Congress of Endourology, Chicago, IL

May 2010

What the eyes reveal: Measuring the cognitive workload of teams

Marshall, S.

Invited presentation given at the 13th International Conference on Human-Computer Interaction, San Diego

July 2009

Beyond eye movements: Brain activity and the pupil

Marshall, S.

Presented at the Eye-Movement Monitoring Workshop, NASA Ames Research Center, Moffett Field, CA

April 2008

Cognitive models of tactical decision making

Marshall, S.

Invited presentation given at Applied Human Factors and Ergonomics International 2008, Las Vegas

July 2008

Visual availability and fixation memory in modeling visual search using the EPIC architecture

Kieras, D. & Marshall, S.

To be presented at the 2006 Annual Conference of the Cognitive Science Society, Vancouver

July 2006

Eye tracking insights into cognitive modeling

Bartels, M. & Marshall, S.

Presented at the 2006 Symposium on Eye Tracking Research & Applications, San Diego, CA

March 27 - 29, 2006

Assessing Cognitive Engagement and Cognitive State from Eye Metrics

Marshall, S. P.

Presented at the HCI International, 11th International Conference on Human-Computer Interaction & 1st International Conference on Augmented Cognition, Las Vegas

July 2005

From Disparate Sensors to a Unified Gauge: Bringing Them All Together

Weatherhead, J. J., & Marshall, S. P.

Presented at the HCI International, 11th International Conference on Human-Computer Interaction & 1st International Conference on Augmented Cognition,, Las Vegas

July 2005

Measures of Attention and Cognitive Effort in Tactical Decision Making

Marshall, S. P.

Presented at the Conference on Human Factors of Decision Making in Complex Systems, Dunblane, Scotland

September 2003

Integrating psychophysiological measures of cognitive workload and eye movements to detect strategy shifts

Marshall, S. P., Pleydell-Pearce, C., & Dickson, B. T.

Presented at the 36th Annual Hawaii International Conference on System Sciences (HICSS). Kona, Hawaii

January 2003

The Index of Cognitive Activity as a Measure of Cognitive Workload on the Warship Commander Task (WCT)

Marshall, S. P., & St. John, M.

Poster presented at the joint session of DARPA’s Bio Bionics Augmented Cognition Workshop and HICSS-36. Kona, Hawaii

January 2003

An Introduction to Cognitive Schema Theory

Marshall, S. P. & Stricker, J.

Presented by the second author in a Panel Session organized by Professor Stevan Nielsen, Association for the Advancement of Behavioral Therapy (AABT), Reno, NV

November 15, 2002

The Index of Cognitive Activity: Measuring Cognitive Workload

Marshall, S. P.

Presented at the 2002 IEEE 7th Conference on Human Factors and Power Plants. Scottsdale AZ

September 2002

Cognitive workload and pupil dilation: A useful and usable indicator of cognitive activity

Marshall, S. P.

In E. Granholm & S. Steinhauer (chairs), In the mind’s eye: A view through the pupil at cognition in psychopathology. Symposium presented at the 40th Annual Meeting of the Society for Psychophysiological Research, San Diego

October 2000

Pupillary response indexing resource allocation improves prediction of IQ

Verney, S. P., Granholm, E., & Marshall, S. P.

Poster presented at the 40th Annual Meeting of the Society for Psychophysiological Research, San Diego

October 2000

Using eye tracking to understand situational awareness

Marshall, S. P.

In H. Gigley (chair), Cognitive Aspects of Situation Awareness. Symposium presented at the Conference on Human Performance, Situation Awareness and Automation: User-Centered Design for the New Millennium. Savannah, GA

October 2000

Using eye activity to study the cognitive processes of individual differences

Marshall, S.P., Knust, S. R., & Ishizaka, K.

To be presented at the Annual Meeting of the International Ergonomics Association and Human Factors and Ergonomics Society, San Diego

July 2000

Monitoring Eye Movements in Tactical Decision Making

Marshall, S. P., & Davis, C. L.

Poster presented at the European Eye Movement Conference, Utrecht, Netherlands

September 1999

Modeling individual differences in the NRL Navigation Task.

Gordon, D., Subramanian, D., Mary Haught, Robyn Kobayashi & Marshall, S.

Presented at the 20th Annual Conference of the Cognitive Science Society, Madison, WI.

August 1998

Sharing Decision-Making Knowledge in Tactical Situations

Marshall, S. P., Wilson, D. M., Knust, S. R., Smith, M., & Garcia, R. J.

Presented at the Command and Control Research and Technology Symposium. Naval Postgraduate School, Monterey, CA.

1998

Eye tracking in tactical decision making environments: Implementation and analysis

Marshall, S. P., Morrison, J. G., McAllister, J. A., Allred, L. E., & Gillikin, S.

Presented at the Annual Command and Control Research and Technology Symposium, Washington, D.C.

June 1997

Pupillary changes as indicators of understanding computer-based instruction

Allred, L. E., & Marshall, S. P.

Presented at the Annual Meeting of the American Psychological Society, Washington, D.C.

May 1997

Cognitive differences in tactical decision making

Marshall, S. P.

Presented at the Annual Command and Control Research and Technology Symposium, Monterey, CA.

June 1996

View All

Invited Addresses

New Techniques for Evaluating Innovative Interfaces with Eye Tracking

Key note address presented at the joint meeting of the 16th ACM Symposium on User Interface Software and Technology) and ICMI-PUI (the International Conference onMultimodal Interfaces), Vancouver, British Columbia,

November 5, 2003

Cognitive and Instructional Applications for New Eye-Tracking Technologies

Invited address presented at the International Conference on Application of Neuroscience Technology to Educational and Social Research, Hong Kong

May 2002

Eye Tracking: A Rich Source of Information for User Modeling

Invited address presented at the 8th International Conference on User Modeling, UM’2001, Sondhofen,Germany

July 2001

EyeTracking: A Tool for Tomorrow’s Web-Based Training Designer

Invited address presented at the WBT Producer Conference & Expo, San Diego

April 2000

Cognitive Applications of New Computational Technologies in Eye Tracking

Invited address given at the International Conference on Artificial Intelligence in Education. Le Mans, France

July 1999

Tactical Decision Making: How Do You Know When You Need to Act?

Invited presentation made at the invitation of the American Psychological Association as part of an exhibit presented to the U.S. House of Representatives by the Association of American Universities, entitled “Basic Research in the National Defense.” Washington, DC