Eye tracking in HCI and usability research
Abstract
Eye tracking is a technique whereby an individual’s eye movements are measured so that the researcher knows both where a person is looking at any given time and the sequence in which the person’s eyes are shifting from one location to another. Tracking people’s eye movements can help HCI researchers to understand visual and display-based information processing and the factors that may impact the usability of system interfaces. In this way, eye-movement recordings can provide an objective source of interface-evaluation data that can inform the design of improved interfaces. Eye movements also can be captured and used as control signals to enable people to interact with interfaces directly without the need for mouse or keyboard input, which can be a major advantage for certain populations of users, such as disabled individuals. We begin this article with an overview of eye-tracking technology and progress toward a detailed discussion of the use of eye tracking in HCI and usability research. A key element of this discussion is to provide a practical guide to inform researchers of the various eye-movement measures that can be taken and the way in which these metrics can address questions about system usability. We conclude by considering the future prospects for eye-tracking research in HCI and usability testing.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The higher the number of fixations, the more difficult it is to identify the target in the search task and the greater the cognitive load.
“The higher the number of fixations, the more difficult it is to identify the target in the search task and the greater the cognitive load (Poole and Ball, 2006).”
From The impact of usage experience and input modality on trust experience and cognitive load in older adults (2025) · cites this paper as Poole and Ball, 2006
Cited by
Sorted by citations
Intelligent agent transparency in human–agent teaming for multi-UxV management
Mercado, J. E., Rupp, M. A., Chen, J. Y. C., Barnes, M. J., Barber, D., & Procci, K. (2016) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720815621206 · Cited by 403 · see citing works
“The SMI (SensoMotoric Instruments) Remote Eye-Tracking Device (RED) was used to collect ocular indices to measure visual attention (Hoffman & Subramaniam, 1995) and workload (Poole & Ball, 2006; Figure 1).”
MethodHergeth, S., Lorenz, L., Vilimek, R., & Krems, J. F. (2016) · Human Factors: The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720815625744 · Cited by 355 · see citing works
“Even so, eye trackers are sensitive instruments and will not always provide usable data, for example if there are interferences with eye-wear (Poole & Ball, 2006).”
BackgroundSirois, L., Bédard, J., & Bera, P. (2018) · Accounting Horizons · doi:10.2308/acch-52047 · Cited by 323 · see citing works
Multimodal data capabilities for learning: What can multimodal data tell us about learning?
Sharma, K., & Giannakos, M. (2020) · British Journal of Educational Technology · doi:10.1111/bjet.12993 · Cited by 219 · see citing works
“For example, gaze data can provide attentional information (Poole & Ball, 2006 ), physiological data can provide information about stress and arousal states of learners (Sharma, Pappas, et al ., 2019 ), and gesture, posture and motion data can tell us about the way learners interact/communicate…”
BackgroundA systematic literature review on the usage of eye-tracking in software engineering
Sharafi, Z., Soh, Z., & Guéhéneuc, Y. (2015) · Information and Software Technology · doi:10.1016/j.infsof.2015.06.008 · Cited by 212 · see citing works
Visual Analytics Methodology for Eye Movement Studies
Andrienko, G., Andrienko, N. V., Burch, M., et al. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.276 · Cited by 209 · see citing works
Dupont, L., Antrop, M., & Eetvelde, V. V. (2013) · Landscape Research · doi:10.1080/01426397.2013.773966 · Cited by 203 · see citing works
King, A. J., Bol, N., Cummins, R. G., & John, K. K. (2019) · Communication Methods and Measures · doi:10.1080/19312458.2018.1558194 · Cited by 199 · see citing works
“…reviews of eye-tracking methods for communication researchers (e.g., Cummins, 2018) and limited scope reviews of eye-tracking studies (e.g., Bol, Boerman et al., 2016), but no overarching reviews like those in allied fields (i.e., Jacob & Karn, 2003; Poole & Ball, 2006; Wedel & Pieters, 2008).”
BackgroundResultHasanzadeh, S., Esmaeili, B., & Dodd, M. D. (2017) · Journal of Management in Engineering · doi:10.1061/(asce)me.1943-5479.0000526 · Cited by 192 · see citing works
“On the other hand, a scan path is a compelling visualization of eye movements defined as a spatial arrangement of a sequence of saccade-fixationsaccade (Poole and Ball 2006).”
BackgroundUltrathin Nanogenerators as Self‐Powered/Active Skin Sensors for Tracking Eye Ball Motion
Lee, S., Hinchet, R., Lee, Y., Yang, Y. F., Lin, Z., Ardila, G., Montès, L., Mouis, M., & Wang, Z. L. (2013) · Advanced Functional Materials · doi:10.1002/adfm.201301971 · Cited by 191 · see citing works
Is banner blindness genuine? Eye tracking internet text advertising
Hervet, G., Guérard, K., Tremblay, S., & Chtourou, M. S. (2010) · Applied Cognitive Psychology · doi:10.1002/acp.1742 · Cited by 188 · see citing works
Self-Explanation Training Improves Proof Comprehension
Hodds, M., Alcock, L., & Inglis, M. (2013) · Journal for Research in Mathematics Education · doi:10.5951/jresematheduc.45.1.0062 · Cited by 155 · see citing works
Suvorov, R. (2014) · Language Testing · doi:10.1177/0265532214562099 · Cited by 137 · see citing works
“…a product by testing it on the target audience), whereas for research on reading – or other types of eye-tracking research that require more precise data – the sampling rate must be 500 Hz (Collewijn, 1999; Poole & Ball, 2006; Rayner & Pollatsek, 1989) or at least 250 Hz (Jacob & Karn, 2003).”
BackgroundA practical guide on conducting eye tracking studies in software engineering
Sharafi, Z., Sharif, B., Guéhéneuc, Y., Begel, A., Bednarik, R., & Crosby, M. E. (2020) · Empirical Software Engineering · doi:10.1007/s10664-020-09829-4 · Cited by 133 · see citing works
Sharma, P., Joshi, S., Gautam, S., Maharjan, S., Khanal, S. R., Reis, M. J. C. S., Barroso, J., & Filipe, V. M. D. J. (2022) · Communications in computer and information science · doi:10.1007/978-3-031-22918-3_5 · Cited by 159 · see citing works
“As stated by Poole and Ball [11], eye tracking is the system in which a person’s eyes movements are measured, letting the researcher know where the person is looking, at any given time, and the sequence in which the person’s eyes are moving from one position to another.”
BackgroundSülflow, M., Schäfer, S., & Winter, S. (2018) · New Media & Society · doi:10.1177/1461444818791520 · Cited by 126 · see citing works
Interpreting maps through the eyes of expert and novice users
Ooms, K., Maeyer, P. D., Fack, V., Assche, E. V., & Witlox, F. (2012) · International Journal of Geographical Information Systems · doi:10.1080/13658816.2011.642801 · Cited by 109 · see citing works
“A scanpath is a succession of fixations and saccades (Rayner 1998, Poole and Ball 2006, Duchowski 2007).”
Romano Bergstrom, J. C., Olmsted-Hawala, E. L., & Jans, M. E. (2013) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2012.728493 · Cited by 105 · see citing works
Study of the attentive behavior of novice and expert map users using eye tracking
Ooms, K., Maeyer, P. D., & Fack, V. (2013) · Cartography and Geographic Information Science · doi:10.1080/15230406.2013.860255 · Cited by 105 · see citing works
“The former can reveal dif fi culty with which the visual stimulus is processed (e.g., Duchowski 2007; Goldberg et al. 2002; Holmqvist et al. 2011; Jacob and Karn 2003; Poole and Ball 2006; Rayner 1998).”
BackgroundMethodInfluentialImpact of Anthropomorphic Robot Design on Trust and Attention in Industrial Human-Robot Interaction
Onnasch, L., & Hildebrandt, C. L. (2021) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3472224 · Cited by 103 · see citing works
“More important areas will be fixated more frequently [53].”
BackgroundResultInfluentialSpace-Time Visual Analytics of Eye-Tracking Data for Dynamic Stimuli
Kurzhals, K., & Weiskopf, D. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.194 · Cited by 100 · see citing works
“For further details, see the survey of common metrics for eye-tracking data by Poole and Ball [30].”
MethodHybrid method based on topography for robust detection of iris center and eye corners
Villanueva, A., Ponz, V., Sesma-Sánchez, L., et al. (2013) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/2501643.2501647 · Cited by 97 · see citing works
van der Lans, R., Wedel, M., & Pieters, R. G. M. (2010) · Behavior Research Methods · doi:10.3758/s13428-010-0031-2 · Cited by 97 · see citing works
“The volume of eye-tracking applications in vision research, human factors, psychology, engineering, and business research has grown exponentially in recent years (Duchowski, 2003; Henderson & Hollingworth, 1998; Poole & Ball, 2006; Rayner, 1998; Wedel & Pieters, 2007).”
BackgroundJoseph, A. W., & Murugesh, R. (2020) · Journal of scientific research · doi:10.37398/jsr.2020.640137 · Cited by 94 · see citing works
Vivanti, G., Fanning, P. A. J., Hocking, D. R., Sievers, S. B., & Dissanayake, C. (2017) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-017-3106-4 · Cited by 92 · see citing works
Jaeger, L., & Eckhardt, A. (2020) · Information Systems Journal · doi:10.1111/isj.12317 · Cited by 95 · see citing works
“Therefore the data generated by the eye tracking method not only tells about the pattern of eye movements on a certain region but also informs about a user's visual attention and perception (Poole & Ball, 2006; Rayner, 1998).”
MethodO'Meara, P. F., Munro, G., Williams, B. A., Cooper, S. J., Bogossian, F. E., Ross, L., Sparkes, L., Browning, M., & McClounan, M. (2014) · International Emergency Nursing · doi:10.1016/j.ienj.2014.11.001 · Cited by 88 · see citing works
“The use of video and eye tracking allows the learner to pinpoint their area of interest at the time a decision is made, promoting clinical decisionmaking reflection based upon the eye-mind hypothesis (Poole and Ball, 2006).”
BackgroundLewandowski, D., & Kammerer, Y. (2020) · Behaviour and Information Technology · doi:10.1080/0144929x.2020.1761450 · Cited by 84 · see citing works
“As Poole and Ball (2006) put it, ‘ eye movements provide a window into so many aspects of cognition ’ .”
BackgroundFunke, G. J., Greenlee, E. T., Carter, M., Dukes, A. W., Brown, R., & Menke, L. E. (2016) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931213601289 · Cited by 83 · see citing works
“This is not unexpected, however, as the presence of eye glasses may interfere with or distort eye tracking attempts, due to factors such as lens thickness and increased glare (Poole & Ball, 2006).”
BackgroundKim, N. W., Bylinskii, Z., Borkin, M. A., Gajos, K. Z., Oliva, A., Durand, F., & Pfister, H. (2017) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3131275 · Cited by 95 · see citing works
“…and cognition in the context of user interfaces [Bergstrom and Schall 2014; Duchowski 2002; Goldberg and Kotval 1999; Graf and Krueger 1989; Poole and Ball 2006; Jacob and Karn 2003; Bruneau et al. 2002; Rensink 2011], web search [Cutrell and Guan 2007; Goldberg et al. 2002], web browsing…”
BackgroundSituational driving anger, driving performance and allocation of visual attention
Zhang, T., Chan, A. H. S., Ba, Y., & Zhang, W. (2016) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2015.05.008 · Cited by 85 · see citing works
Your Eyes Tell: Leveraging Smooth Pursuit for Assessing Cognitive Workload
Kosch, T., Hassib, M., Woźniak, P. W., Buschek, D., & Alt, F. (2018) · Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174010 · Cited by 79 · see citing works
“Focusing on usability, related research shows how eye tracking technologies evolved until they became usable in human-computer interaction research [24, 46].”
BackgroundUsing Eye Tracking to Expose Cognitive Processes in Understanding Conceptual Models1
Bera, P., Soffer, P., & Parsons, J. (2019) · MIS Quarterly · doi:10.25300/misq/2019/14163 · Cited by 83 · see citing works
Cueing Retrospective Verbal Reports in Usability Testing Through Eye-Movement Replay
Eger, N., Ball, L. J., Stevens, R., & Dodd, J. (2007) · Electronic workshops in computing · doi:10.14236/ewic/hci2007.13 · Cited by 82 · see citing works
“This assumes a strong correlation between where an individual is looking and what they are thinking about [25].”
BackgroundSelf-citationMakransky, G., Terkildsen, T. S., & Mayer, R. E. (2019) · Learning and Instruction · doi:10.1016/j.learninstruc.2018.12.001 · Cited by 82 · see citing works
“In usability research, the average dwell time for a certain AOI is proposed to indicate the amount of cognitive and visual processing allocated to elements in this area (Poole & Ball, 2006; iMotions, 2018; Goldberg, Stimson, Lewenstein, Scott, & Wichansky, 2002).”
"Automation Surprise" in Aviation
Dehais, F., Peysakhovich, V., Scannella, S., Fongue, J., & Gateau, T. (2015) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2702123.2702521 · Cited by 81 · see citing works
“…To contribute to research in solving automation surprises problems in aviation; • To evaluate the impact of automation surprise on pilot’s eye movements as an indirect measure of cognitive performance [28]; • To develop and to test real-time solutions that could be implemented in existing cockpit.”
BackgroundHollander, J. B., Purdy, A., Wiley, A., et al. (2018) · Journal of Urbanism International Research on Placemaking and Urban Sustainability · doi:10.1080/17549175.2018.1531908 · Cited by 79 · see citing works
“Eye-tracking has been widely used in graphic design and other computer-based visual evaluations to measure the allocation of visual attention over a visual stimulus (Poole and Ball 2006; Duchowski 2007; Holmqvist et al. 2011).”
MethodExploring the relationship between technology acceptance model and usability test
Lin, C.-C. (2013) · Information Technology and Management · doi:10.1007/s10799-013-0162-0 · Cited by 78 · see citing works
Eye tracking to investigate cue processing in medical decision-making: A scoping review
Al-Moteri, M. O., Symmons, M. A., Plummer, V., & Cooper, S. J. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.09.022 · Cited by 77 · see citing works
“From these two basic metrics additional metrics are derived, as follows: (1) fixationderived metrics, (2) saccade-derived metrics and (3) fixationsaccade-derived metrics (Poole & Ball, 2006).”
MethodSubjective experience and visual attention to a historic building: A real-world eye-tracking study
Suárez, L. A. D. L. F. (2020) · Frontiers of Architectural Research · doi:10.1016/j.foar.2020.07.006 · Cited by 76 · see citing works
Eye‐tracking analysis of user behavior and performance in web search on large and small screens
Kim, J., Thomas, P., Sankaranarayana, R. S., Gedeon, T., & Yoon, H. (2014) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.23187 · Cited by 76 · see citing works
“Fixations can have numerous meanings; saccades, even though it is widely believed that they do not say anything about a user’s perception, may provide some clues to search behavior from their number or direction (for more details, see Rayner, 1998, 2009; Poole & Ball, 2006).”
BackgroundEvaluating visual analytics with eye tracking
Kurzhals, K., Fisher, B., Burch, M., & Weiskopf, D. (2014) · Workshop on Beyond Time and Errors · doi:10.1145/2669557.2669560 · Cited by 76 · see citing works
Eye Fixation Metrics for Large Scale Evaluation and Comparison of Information Visualizations
Bylinskii, Z., Borkin, M. A., Kim, N. W., et al. (2017) · Mathematics and visualization · doi:10.1007/978-3-319-47024-5_14 · Cited by 73 · see citing works
“The analysis of saccades is beyond the scope of the present manuscript, for which additional metrics would be necessary [41, 52].”
BackgroundMethodSajjacholapunt, P., & Ball, L. J. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00166 · Cited by 73 · see citing works
Self-citationDrnec, K., Marathe, A., Lukos, J., & Metcalfe, J. (2016) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2016.00290 · Cited by 64 · see citing works
“For example, gaze fixation, critical for evidence evaluation (Poole and Ball, 2006) in visually based decisions, is controlled by the LIP in monkeys (Coe et al., 2002).”
BackgroundNuske, H. J., Vivanti, G., & Dissanayake, C. (2014) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-6-14 · Cited by 73 · see citing works
Collaborative Immersive Analytics
Billinghurst, M., Cordeil, M., Bezerianos, A., & Margolis, T. (2018) · Lecture notes in computer science · doi:10.1007/978-3-030-01388-2_8 · Cited by 74 · see citing works
“Emerging interaction technologies include devices like the Microsoft Kinect [71] or Leap Motion [74] which support natural gesture input, eye-tracking devices [99] for collecting awareness information, and even Brain Computer Interfaces that respond to thoughts [87].”
MethodUsing eye-tracking in education: review of empirical research and technology
Ke, F., Liu, R., Sokolikj, Z., Dahlstrom‐Hakki, I., & Israel, M. (2024) · Educational Technology Research and Development · doi:10.1007/s11423-024-10342-4 · Cited by 73 · see citing works
“Eye-tracking, or the measurement and recording of an individual’s eye movements, is an important and increasingly used method to gauge visual attention and infer cognitive activities (Lai et al., 2013; Poole & Ball, 2006; Wedel, 2015).”
The effect of spatial distance on the discriminability of colors in maps
Brychtová, A., & Çöltekin, A. (2016) · Cartography and Geographic Information Science · doi:10.1080/15230406.2016.1140074 · Cited by 70 · see citing works
Hirskyj-Douglas, I., Pons, P., Read, J. C., et al. (2018) · Multimodal Technologies and Interaction · doi:10.3390/mti2020030 · Cited by 68 · see citing works
“Body, face, eye and gaze positioning have played a part in understanding human and animal behaviour in ACI through tracking gaze [112], body posture [51,114] and automated face reactions [127] similarly to HCI [128,129].”
MethodEye tracking the user experience – An evaluation of ontology visualization techniques
Fu, B., Noy, N. F., & Storey, M. (2016) · Semantic Web · doi:10.3233/sw-140163 · Cited by 67 · see citing works
Lee‐Cultura, S., Sharma, K., & Giannakos, M. N. (2021) · International Journal of Child-Computer Interaction · doi:10.1016/j.ijcci.2021.100355 · Cited by 73 · see citing works
Sun, C., Chen, L., & Chu, H.-M. (2018) · Computers & Education · doi:10.1016/j.compedu.2018.01.001 · Cited by 65 · see citing works
Using Eye-Tracking to Understand Human Responses to Traditional Neighborhood Designs
Hollander, J. B., Sussman, A., Levering, A. P., et al. (2020) · Planning Practice and Research · doi:10.1080/02697459.2020.1768332 · Cited by 65 · see citing works
Lisińska-Kuśnierz, M., & Krupa, M. (2020) · Buildings · doi:10.3390/buildings10020020 · Cited by 64 · see citing works
“We can extract a lot of useful information from this data, including which elements attracted the attention of the subject and after what length of time; which element attracted the subject's attention the longest and which elements were observed repeatedly, what is the direction of the sequence of scanning space or w…”
BackgroundUsability and User Experience Evaluation in Intelligent Environments: A Review and Reappraisal
Ntoa, S. (2024) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2024.2394724 · Cited by 99 · see citing works
“Testing can be carried out on mock-ups, a system prototype, or the final product and may involve one or more methods, such as user observation (Nielsen, 1994b), performance measurement (Nielsen, 1994b), and eye tracking (Poole & Ball, 2006).”
Study of Polynomial Mapping Functions in Video-Oculography Eye Trackers
Cerrolaza, J. J., Villanueva, A., & Cabeza, R. (2012) · ACM Transactions on Computer-Human Interaction · doi:10.1145/2240156.2240158 · Cited by 64 · see citing works
A systematic review of eye‐tracking‐based research on animated multimedia learning
Coşkun, A., & Çağıltay, K. (2021) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12629 · Cited by 64 · see citing works
Attentional costs and failures in air traffic control notifications
Imbert, J.-P., Hodgetts, H. M., Parise, R., Vachon, F., Dehais, F., & Tremblay, S. (2014) · Ergonomics · doi:10.1080/00140139.2014.952680 · Cited by 60 · see citing works
Kurzhals, K., Heimerl, F., & Weiskopf, D. (2014) · ACM Symposium on Eye Tracking Research and Applications (ETRA) · doi:10.1145/2578153.2578158 · Cited by 61 · see citing works
Zhang, X., & Yuan, S. (2018) · IEEE Access · doi:10.1109/access.2018.2802206 · Cited by 62 · see citing works
“attention because it can record consumers’ eye movement under natural exposure conditions, with large amounts of stimuli, high precision and at a low cost [23].”
BackgroundCombining eye-tracking technologies with web usage mining for identifying Website Keyobjects
Velásquez, J. D. (2013) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2013.01.003 · Cited by 60 · see citing works
Sidi, Y., Ophir, Y., & Ackerman, R. (2015) · Metacognition and Learning · doi:10.1007/s11409-015-9150-6 · Cited by 60 · see citing works
Augmented Cognition: An Overview
Stanney, K. M., Schmorrow, D., Johnston, M. S., Fuchs, S., Jones, D., Hale, K. S., Ahmad, A. M., & Young, P. M. (2009) · Reviews of Human Factors and Ergonomics · doi:10.1518/155723409x448062 · Cited by 57 · see citing works
Using Google Cloud Vision in assistive technology scenarios
Mulfari, D., Celesti, A., Fazio, M. C., et al. (2016) · doi:10.1109/iscc.2016.7543742 · Cited by 57 · see citing works
“Eye tracking is a technique whereby an individual’s eye movements are measured so that the researcher knows both where a person is looking at any given time and the sequence in which their eyes are shifting from one location to another [2].”
BackgroundRetrospective think-aloud method
Elling, S., Lentz, L. R., & de Jong, M. D. T. (2011) · ACM SIGCHI Conference on Human Factors in Computing Systems (CHI) · doi:10.1145/1978942.1979116 · Cited by 57 · see citing works
Visual task solution strategies in tree diagrams
Burch, M., Andrienko, G., Andrienko, N. V., et al. (2013) · IEEE Pacific Visualization Symposium · doi:10.1109/pacificvis.2013.6596142 · Cited by 56 · see citing works
“However, time-varying regions of attention are difficult to explore with standard heat maps and, hence, these can be extended to analyze evolving heat maps [26].”
BackgroundToward Designing Information Display to Support Critical Care
Dunbar, S., Macpherson, B. C., Moretti, E., Fiol, G. D., Bolte, J., Taekman, J. M., Segall, N., & Wright, M. C. (2016) · Applied Clinical Informatics · doi:10.4338/aci-2016-03-ra-0033 · Cited by 56 · see citing works
Lloréns, R., Calderón, M. A. F., Borrego, A., Latorre, J., Alcañíz, M., Colomer, C., & Noé, E. (2021) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-021-00896-2 · Cited by 56 · see citing works
“This device can estimate the spot on a screen where the user is looking, basing on reflections of infrared light recorded in their pupils [59], at a minimum framerate of 30 Hz in an operating range of 50 to 90 cm.”
BackgroundAn introduction to eye tracking in human factors healthcare research and medical device testing
Pauszek, J. R. (2022) · Human Factors in Healthcare · doi:10.1016/j.hfh.2022.100031 · Cited by 56 · see citing works
Orchestration Load Indicators and Patterns: In-the-Wild Studies Using Mobile Eye-Tracking
Prieto, L. P., Sharma, K., Kidziński, Ł., & Dillenbourg, P. (2017) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2017.2690687 · Cited by 58 · see citing works
Generative AI and multimodal data for educational feedback: Insights from embodied math learning
Cosentino, G., Anton, J., Sharma, K., Gelsomini, M., Giannakos, M. N., & Abrahamson, D. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.13587 · Cited by 69 · see citing works
The invisible gorilla revisited
Gelderblom, H., & Menge, L. (2018) · International Conference on Advanced Visual Interfaces (AVI) · doi:10.1145/3206505.3206550 · Cited by 53 · see citing works
“Consequently, we constantly scan our visual field with rapid ballistic eye movements called saccades [23].”
BackgroundMethodA psychotechnological review on eye-tracking systems: towards user experience
Mele, M. L., & Federici, S. (2011) · Disability and Rehabilitation Assistive Technology · doi:10.3109/17483107.2011.635326 · Cited by 53 · see citing works
McPherson, A., Gierakowski, A., & Stark, A. M. (2013) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2481302 · Cited by 52 · see citing works
Dai, Y. H., Viken, G., Joo, E., & Bente, G. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.02.038 · Cited by 52 · see citing works
Gaze-Dependent Depth-of-Field Effect Rendering in Virtual Environments
Mantiuk, R., Bazyluk, B., & Tomaszewska, A. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-23834-5_1 · Cited by 54 · see citing works
A multi-measure approach for connecting cognitive workload and automation
Evans, D. C., & Fendley, M. E. (2016) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2016.05.008 · Cited by 53 · see citing works
Eye tracking evaluation of visual analytics
Kurzhals, K., Fisher, B., Burch, M., & Weiskopf, D. (2015) · Information Visualization · doi:10.1177/1473871615609787 · Cited by 51 · see citing works
Chen, N., Zhao, M., Gao, K., & Zhao, J. S. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17165903 · Cited by 49 · see citing works
“Th shorter the AOI_Time_To_First_Fixation, the easier it is to attract people’s attention and build a deep first impression [54].”
BackgroundMikhailenko, M., Maksimenko, N., & Kurushkin, M. (2022) · Frontiers in Education · doi:10.3389/feduc.2022.697032 · Cited by 52 · see citing works
“Variety of studies reported the use of eye tracking in design, for example in graphic design and other computer-based visual evaluation methods, which are used to measure the distribution of visual attention (Poole and Ball, 2005; Hollander et al., 2019).”
MethodGong, Z. H., & Bucy, E. P. (2016) · Communication Monographs · doi:10.1080/03637751.2015.1119868 · Cited by 46 · see citing works
“More fixations within an AOI indicate less skimming and more cognitive processing of information (Poole & Ball, 2006).”
BackgroundPark, S., Park, C. Y., Lee, C., et al. (2021) · Safety Science · doi:10.1016/j.ssci.2021.105518 · Cited by 46 · see citing works
Trust Measurement in Human-Autonomy Teams: Development of a Conceptual Toolkit
Krausman, A., Neubauer, C. E., Forster, D. E., Lakhmani, S. G., Baker, A. L., Fitzhugh, S. M., Gremillion, G. M., Wright, J. L., Metcalfe, J. S., & Schaefer, K. E. (2022) · ACM Transactions on Human-Robot Interaction · doi:10.1145/3530874 · Cited by 47 · see citing works
Combining user logging with eye tracking for interactive and dynamic applications
Ooms, K., Çöltekin, A., Maeyer, P. D., et al. (2014) · Behavior Research Methods · doi:10.3758/s13428-014-0542-3 · Cited by 45 · see citing works
“2002; Jacob & Karn, 2003; Nivala, Sarjakoski, Jakobsson, & Kaasinen, 2001; Pieters, 2008; Poole & Ball, 2006; Rayner, 1998, 2009; Recarte & Nunes, 2000; Wedel & Pieters, 2006) During the last century, visual stimuli have evolved dramatically, from analog and static (e.g., Buswell, 1935; Fits,…”
Kumar, D., Dutta, A., Das, A., et al. (2016) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2016.2518222 · Cited by 45 · see citing works
Ahuja, K., Islam, R., Parashar, V., et al. (2018) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3214260 · Cited by 45 · see citing works
“Gaze sensing has been used extensively in the field of HCI [33], most often to infer a user’s area of attention.”
Thiessen, A., Beukelman, D. R., Ullman, C., & Longenecker, M. (2014) · Augmentative and Alternative Communication · doi:10.3109/07434618.2014.905798 · Cited by 44 · see citing works
“Albert (2002, cited in Poole and Ball, 2006) argued that the percentage of participants fi xating on areas of interest provides information as to whether that element is appropriately placed within an image.”
BackgroundEye tracking in library and information science: a literature review
Lund, H. (2016) · Library Hi Tech · doi:10.1108/lht-07-2016-0085 · Cited by 44 · see citing works
Using Eye-Tracking to Unveil Differences Between Kids and Teens in Coding Activities
Papavlasopoulou, S., Sharma, K., Giannakos, M. N., et al. (2017) · ACM Conference on Interaction Design and Children (IDC) · doi:10.1145/3078072.3079740 · Cited by 44 · see citing works
“A sampling rate of 60hz is considered sufficient for usability studies [35].”
BackgroundMcMillan, D., Brown, B. A. T., Kawaguchi, I., Jaber, R., Belenguer, J. S., & Kuzuoka, H. (2019) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3359278 · Cited by 44 · see citing works
“Gaze has been extensively used to understand user behaviour in human-computer interaction [40, 64], to augment other input modalities [41], improve accessibility [48], as well as to enhance the social interaction of communicative social robots [1, 70].”
BackgroundNuske, H. J., Vivanti, G., & Dissanayake, C. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2479-5 · Cited by 45 · see citing works
Sun, Q. C., Xia, J. C., Nadarajah, N., et al. (2016) · Journal of Spatial Science · doi:10.1080/14498596.2016.1149116 · Cited by 43 · see citing works
“…so that the researcher knows both where a person is looking at any given time and the sequence in which the eyes shift from one location to another (poole & Ball 2006). over the past decade, eye tracking with highly specialised eye wear equipment has been used to record detailed and accurate eye…”
MethodInvestigating the relationship between eye movements and situation awareness in weather forecasting
Argyle, E. M., Gourley, J. J., Kang, Z., & Shehab, R. L. (2020) · Applied Ergonomics · doi:10.1016/j.apergo.2020.103071 · Cited by 43 · see citing works
Kules, B., & Capra, R. (2011) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.21647 · Cited by 43 · see citing works
Cognitive Effort in Translation, Editing, and Post‐editing
Lacruz, I. (2017) · doi:10.1002/9781119241485.ch21 · Cited by 43 · see citing works
Background sound impairs interruption recovery in dynamic task situations: procedural conflict?
Hodgetts, H. M., Vachon, F., & Tremblay, S. (2014) · Applied Cognitive Psychology · doi:10.1002/acp.2952 · Cited by 42 · see citing works
“Eye fixations, a widely accepted index of cognitive processing (e.g., Goldberg & Kotval, 1999), can nevertheless be interpreted in various ways depending on the context in which they are recorded (see, e.g., Poole & Ball, 2006).”
BackgroundJang, Y., Mallipeddi, R., & Lee, M. (2013) · User Modeling and User-Adapted Interaction · doi:10.1007/s11257-013-9142-7 · Cited by 43 · see citing works
Andrzejewska, M., & Stolińska, A. (2016) · Journal of Eye Movement Research · doi:10.16910/jemr.9.3.3 · Cited by 41 · see citing works
“By constructing an overview of the investigations on cognitive overload Poole and Ball (2006) found, that not only were the parameters of fixation and saccade considered, but the pupil dilation and frequency of blinks were also considered to be important in the experiments and indexes of…”
MethodThe evaluation of a mobile user interface for people on the autism spectrum: An eye movement study
Rezae, M., Chen, N. T. M., McMeekin, D. A., Tan, T., Krishna, A., & Lee, H. (2020) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2020.102462 · Cited by 42 · see citing works
- Authors
- Poole, A., & Ball, L. J.
- Affiliations
- Lancaster University (GB)
- ORCID
- Ball, Linden J.
- Venue
- Encyclopedia of Human Computer Interaction
- Publisher
- IGI Global
- Published
- 2006
- Pages
- 211-219
- OpenAlex
- W401941822
- Cited by
- 690
- References
- 0
- Citations by year
- 2026: 34 · 2025: 37 · 2024: 32 · 2023: 43 · 2022: 46 · 2021: 56 · 2020: 66 · 2019: 49 · 2018: 74 · 2017: 47 · 2016: 51 · 2015: 37 · 2014: 42 · 2013: 35 · 2012: 16
- Type
- reference entry
- Language
- en
- Open access
- closed
- Locations
- IGI Global eBooks (publishedVersion)
- Lancaster EPrints (Lancaster University) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Human-Computer Interaction › Gaze Tracking and Assistive Technology
- Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
- Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
- Keywords
- eye tracking, eye movements, usability evaluation, human-computer interaction, eye movement metrics, visual processing, gaze-based interaction, assistive technology for people with disabilities, interface design
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review