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Original Articles

Effects of control order, augmented feedback, input device and practice on tracking performance and perceived workload

Pages 1146-1162 | Published online: 30 May 2007

Keep up to date with the latest research on this topic with citation updates for this article.

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J. C. F. de Winter, S. M. Petermeijer & D. A. Abbink. (2023) Shared control versus traded control in driving: a debate around automation pitfalls. Ergonomics 66:10, pages 1494-1520.
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Kai Virtanen, Heikki Mansikka, Helmiina Kontio & Don Harris. (2022) Weight watchers: NASA-TLX weights revisited. Theoretical Issues in Ergonomics Science 23:6, pages 725-748.
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P A. Hancock, Jessica Cruit, Janeen A. Kochan, Alexandra D. Kaplan, Yazmin Diaz & Shawn Pruchnicki. (2022) Pilots’ Responses to Unexpected Events: Conceptual, Theoretical, Methodological, and Analytical Issues. The International Journal of Aerospace Psychology 32:4, pages 254-282.
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Héla Mourali & Lassaad Lakhal. (2021) Mental workload measurement, the case of stock market traders. Theoretical Issues in Ergonomics Science 22:4, pages 409-433.
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Gerald Matthews, Joost De Winter & P. A. Hancock. (2020) What do subjective workload scales really measure? Operational and representational solutions to divergence of workload measures. Theoretical Issues in Ergonomics Science 21:4, pages 369-396.
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L. Reinerman, J. Mercado, J. L. Szalma & P. A. Hancock. (2020) Understanding individualistic response patterns when assessing expert operators on nuclear power plant control tasks. Ergonomics 63:4, pages 440-460.
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L. Reinerman-Jones, D. J. Barber, J. L. Szalma & P. A. Hancock. (2017) Human interaction with robotic systems: performance and workload evaluations. Ergonomics 60:10, pages 1351-1368.
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S. J. Lackey, J. N. Salcedo, J.L. Szalma & P.A. Hancock. (2016) The stress and workload of virtual reality training: the effects of presence, immersion and flow. Ergonomics 59:8, pages 1060-1072.
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J.C.F. de Winter, D. Dodou & P.A. Hancock. (2015) On the paradoxical decrease of self-reported cognitive failures with age. Ergonomics 58:9, pages 1471-1486.
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P.A. Hancock, B.D. Sawyer & S. Stafford. (2015) The effects of display size on performance. Ergonomics 58:3, pages 337-354.
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Stephen J. Guastello, Anton Shircel, Matthew Malon & Paul Timm. (2015) Individual differences in the experience of cognitive workload. Theoretical Issues in Ergonomics Science 16:1, pages 20-52.
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Mark S. Young, Karel A. Brookhuis, Christopher D. Wickens & Peter A. Hancock. (2015) State of science: mental workload in ergonomics. Ergonomics 58:1, pages 1-17.
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J.L. Szalma, T.N. Schmidt, G.W.L. Teo & P.A. Hancock. (2014) Vigilance on the move: video game-based measurement of sustained attention. Ergonomics 57:9, pages 1315-1336.
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PeterA. Hancock, JosephE. Mercado, James Merlo & JanB.F. Van Erp. (2013) Improving target detection in visual search through the augmenting multi-sensory cues. Ergonomics 56:5, pages 729-738.
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J. C. F. de Winter & S. de Groot. (2012) The effects of control-display gain on performance of race car drivers in an isometric braking task. Journal of Sports Sciences 30:16, pages 1747-1756.
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Neville Moray & Peter A. Hancock. (2009) Minkowski spaces as models of human–machine communication. Theoretical Issues in Ergonomics Science 10:4, pages 315-334.
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PhillipD. Tomporowski, Kirk Cureton, LawrenceE. Armstrong, GregoryM. Kane, PhillipB. Sparling & Mindy Millard‐Stafford. (2005) Short‐term effects of aerobic exercise on executive processes and emotional reactivity. International Journal of Sport and Exercise Psychology 3:2, pages 131-146.
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E. J. ARTHUR, P. A. HANCOCK & S. T. CHRYSLER. (1997) The perception of spatial layout in real and virtual worlds. Ergonomics 40:1, pages 69-77.
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Articles from other publishers (54)

P. A. Hancock, Theresa T. Kessler, Alexandra D. Kaplan, Kimberly Stowers, J. Christopher Brill, Deborah R. Billings, Kristin E. Schaefer & James L. Szalma. (2023) How and why humans trust: A meta-analysis and elaborated model. Frontiers in Psychology 14.
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Daniela Kratchounova, Inchul Choi, Theodore C. Mofle, Larry Miller, Scott Stevenson & Mark Humphreys. (2023) Flight Technical Error and Workload During Head-Up Display Localizer Guided Takeoff. Journal of Air Transportation 31:1, pages 18-24.
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Dominic Bläsing, Manfred Bornewasser & Sven Hinrichsen. (2021) Cognitive compatibility in modern manual mixed-model assembly systemsKognitive Kompatibilität in der variantenreichen Montage. Zeitschrift für Arbeitswissenschaft 76:3, pages 289-302.
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Tracy L. Sanders, Alexandra D. Kaplan, Keith MacArthur, William G. Volante & P. A. Hancock. 2021. The Neurobiology of Trust. The Neurobiology of Trust 77 98 .
. 2021. The Neurobiology of Trust. The Neurobiology of Trust 13 98 .
P. A. Hancock, Theresa T. Kessler, Alexandra D. Kaplan, John C. Brill & James L. Szalma. (2020) Evolving Trust in Robots: Specification Through Sequential and Comparative Meta-Analyses. Human Factors: The Journal of the Human Factors and Ergonomics Society 63:7, pages 1196-1229.
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G.M. Hancock, L. Longo, M.S. Young & P.A. Hancock. 2021. HANDBOOK OF HUMAN FACTORS AND ERGONOMICS. HANDBOOK OF HUMAN FACTORS AND ERGONOMICS 203 226 .
P. A. Hancock & William G. Volante. (2020) Quantifying the qualities of language. PLOS ONE 15:5, pages e0232198.
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P. A. Hancock & James L. Szalma. (2019) Sustained Attention to Science: A Tribute to the Life and Scholarship of Joel Warm. Human Factors: The Journal of the Human Factors and Ergonomics Society 61:3, pages 365-373.
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P. A. Hancock & Gerald Matthews. (2018) Workload and Performance: Associations, Insensitivities, and Dissociations. Human Factors: The Journal of the Human Factors and Ergonomics Society 61:3, pages 374-392.
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Alexis R. Neigel, Victoria L. Claypoole, Nicholas W. Fraulini, Grace E. Waldfogle & James L. Szalma. (2018) Where is my mind? Examining mind-wandering and vigilance performance. Experimental Brain Research 237:2, pages 557-571.
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Salim A. Mouloua, Mustapha Mouloua, Daniel S. McConnell & P. A. Hancock. (2018) The Effects of Handedness and Dominance on Motor Task Performance. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 62:1, pages 1237-1241.
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William G. Volante, Michael Garcia & Peter A. Hancock. (2018) Sharpening the Tool of Language: Examining Anchors and AMBIGUITIES. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 62:1, pages 107-111.
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Victoria L. Claypoole & James L. Szalma. (2018) Independent Coactors May Improve Performance and Lower Workload: Viewing Vigilance Under Social Facilitation. Human Factors: The Journal of the Human Factors and Ergonomics Society 60:6, pages 822-832.
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Ben D. Sawyer & Peter A. Hancock. (2018) Hacking the Human: The Prevalence Paradox in Cybersecurity. Human Factors: The Journal of the Human Factors and Ergonomics Society 60:5, pages 597-609.
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Bram B. Van Acker, Davy D. Parmentier, Peter Vlerick & Jelle Saldien. (2018) Understanding mental workload: from a clarifying concept analysis toward an implementable framework. Cognition, Technology & Work 20:3, pages 351-365.
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P.A. Hancock, W.G. Volante & M. Lau. (2017) Quantifying Qualitative Probabilties: A Cross-Cultural Examination. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 61:1, pages 155-159.
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S. Lei, Takashi Toriizuka & Mattias Roetting. (2017) Driver Adaptive Task Allocation: A Field Driving Study. Le travail humain Vol. 80:1, pages 93-112.
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P. A. Hancock. 2017. Human Mental Workload: Models and Applications. Human Mental Workload: Models and Applications 3 17 .
Shelby K. Long & James P. Bliss. (2016) The Effect of Control Device on Performance in a Robotic Arm Task. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 60:1, pages 795-799.
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Deepan C. Kamaraj, Brad E. Dicianno, Harshal P. Mahajan, Alhaji M. Buhari & Rory A. Cooper. (2016) Stability and Workload of the Virtual Reality–Based Simulator-2. Archives of Physical Medicine and Rehabilitation 97:7, pages 1085-1092.e1.
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Stephen J. Guastello. 2016. Cognitive Workload and Fatigue in Financial Decision Making. Cognitive Workload and Fatigue in Financial Decision Making 15 36 .
Robert R. Hoffman & Peter A. Hancock. 2015. The Cambridge Handbook of Applied Perception Research. The Cambridge Handbook of Applied Perception Research 1115 1128 .
Jesper Molin, Claes Lundström & Morten Fjeld. (2015) A comparative study of input devices for digital slide navigation. Journal of Pathology Informatics 6:1, pages 7.
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Fátima Pereira da Silva. (2014) Mental Workload, Task Demand and Driving Performance: What Relation?. Procedia - Social and Behavioral Sciences 162, pages 310-319.
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Jinkyun Park. (2014) Investigating the TACOM measure as a general tool for quantifying the complexity of procedure guided tasks. Reliability Engineering & System Safety 129, pages 66-75.
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Tal Oron-Gilad, P.A. Hancock & Jessica Helmick-Rich. (2014) Coding warnings without interfering with dismounted soldiers' missions. Applied Ergonomics 45:5, pages 1343-1352.
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J. C. F. de Winter. (2014) Controversy in human factors constructs and the explosive use of the NASA-TLX: a measurement perspective. Cognition, Technology & Work 16:3, pages 289-297.
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Joel C. Huegel & Marcia K. O’Malley. 2014. Computational Surgery and Dual Training. Computational Surgery and Dual Training 377 387 .
John W. Harden, James P. Bliss & Charles Dischinger. (2013) Gestural Control of a Remote Robotic Manipulator. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 57:1, pages 1420-1422.
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Robin Burgess-Limerick, Christine Zupanc & Guy Wallis. (2013) Effect of control order on steering a simulated underground coal shuttle car. Applied Ergonomics 44:2, pages 225-229.
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James. L. Szalma & Grace W.L. Teo. (2012) The Joint Effect of Task Characteristics and Extraversion on The Performance, Workload, and Stress of Signal Detection. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 56:1, pages 1054-1058.
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James L. Szalma & Grace W.L. Teo. (2012) Spatial and temporal task characteristics as stress: A test of the dynamic adaptability theory of stress, workload, and performance. Acta Psychologica 139:3, pages 471-485.
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James L. Szalma. (2011) Workload and Stress in Vigilance: The Impact of Display Format and Task Type. The American Journal of Psychology 124:4, pages 441-454.
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Peter A. Hancock, Deborah R. Billings, Kristin E. Schaefer, Jessie Y. C. Chen, Ewart J. de Visser & Raja Parasuraman. (2011) A Meta-Analysis of Factors Affecting Trust in Human-Robot Interaction. Human Factors: The Journal of the Human Factors and Ergonomics Society 53:5, pages 517-527.
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Justin F. Morgan & Peter A. Hancock. (2010) The Effect of Prior Task Loading on Mental Workload. Human Factors: The Journal of the Human Factors and Ergonomics Society 53:1, pages 75-86.
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Grace W.L. Teo & James L. Szalma. (2010) The Effect of Spatial and Temporal Task Characteristics on Performance, Workload, and Stress. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 54:19, pages 1699-1703.
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James L. Szalma & Grace W.L. Teo. (2010) The Joint Effect of Task Characteristics and Neuroticism on the Performance, Workload, and Stress of Signal Detection. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 54:14, pages 1052-1056.
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Jinkyun Park & Sungi Cho. (2010) Investigating the effect of task complexities on the response time of human operators to perform the emergency tasks of nuclear power plants. Annals of Nuclear Energy 37:9, pages 1160-1171.
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Richard A. Block, Peter A. Hancock & Dan Zakay. (2010) How cognitive load affects duration judgments: A meta-analytic review. Acta Psychologica 134:3, pages 330-343.
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Anne Collins McLaughlin, Wendy A. Rogers & Arthur D. Fisk. (2009) Using direct and indirect input devices. ACM Transactions on Computer-Human Interaction 16:1, pages 1-15.
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Jinkyun Park. 2009. The Complexity of Proceduralized Tasks. The Complexity of Proceduralized Tasks 127 141 .
Valerie Jane Gawron. 2008. Human Performance, Workload, and Situational Awareness Measures Handbook, Second Edition. Human Performance, Workload, and Situational Awareness Measures Handbook, Second Edition 87 230 .
Peter A. Hancock. (2007) On the Process of Automation Transition in Multitask Human–Machine Systems. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 37:4, pages 586-598.
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J.L. Szalma & P.A. Hancock. (2016) Performance, Workload, and Stress in Vigilance: The Power of Choice. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 50:16, pages 1609-1613.
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J. Park & W. Jung. (2006) A Study on the Validity of a Task Complexity Measure for Emergency Operating Procedures of Nuclear Power Plants—Comparing With a Subjective Workload. IEEE Transactions on Nuclear Science 53:5, pages 2962-2970.
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Tam Chan, Hsin-Yi Hsu, Cho-Yun Kung & Yi-Li Chen. (2016) Background Luminance and Input Devices on Clicking Performance with a Tablet PC. Perceptual and Motor Skills 102:2, pages 309-316.
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Corey K. Fallon, Ernesto A. Bustamante & James P. Bliss. (2016) Enhancing Perceived Situation Awareness and Reducing Perceived Workload with a Likelihood Alarm Display. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 49:17, pages 1677-1681.
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Neil Charness, Patricia Holley, Jeffrey Feddon & Tiffany Jastrzembski. (2016) Light Pen Use and Practice Minimize Age and Hand Performance Differences in Pointing Tasks. Human Factors: The Journal of the Human Factors and Ergonomics Society 46:3, pages 373-384.
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Adams Greenwood-Ericksen, Tal Oron-Gilad, James L. Szalma, Shawn Stafford & Peter A. Hancock. (2016) Workload and Performance: A Field Evaluation in a Police Shooting Range. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 48:16, pages 1953-1957.
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Ernesto A. Bustamante, Brittany L. Anderson & James P. Bliss. (2016) Effects of Varying the Threshold of Alarm Systems and Task Complexity on Human Performance and Perceived Workload. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 48:16, pages 1948-1952.
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Jinkyun Park, Wondea Jung & Jaejoo Ha. (2001) Development of the step complexity measure for emergency operating procedures using entropy concepts. Reliability Engineering & System Safety 71:2, pages 115-130.
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Shiaw-Tsyr UangCheng-Lie Liu. (2016) A Study on Driving Detection Performance by Virtual-Environment Technologies. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 44:20, pages 3-328-3-331.
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Celestine A. Ntuen. (1999) The application of fuzzy set theory to cognitive workload evaluation of electronic circuit board inspectors. Human Factors and Ergonomics in Manufacturing 9:3, pages 291-301.
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