ABSTRACT
Attentional tunneling describes a phenomenon in Augmented Reality (AR) where users excessively focus on virtual content while neglecting their physical surroundings. This leads to the concern that users could neglect hazardous situations when using AR applications. However, studies have often confounded the role of the virtual content with the role of the associated task in inducing attentional tunneling. In this paper, we disentangle the impact of the associated task and of the virtual content on the attentional tunneling effect by measuring reaction times to events in two user studies. We found that presenting virtual content did not significantly increase user reaction times to events, but adding a task to the content did. This work contributes towards our understanding of the attentional tunneling effect on handheld AR devices, and highlights the need to consider both task and context when evaluating AR application usage.
- [n.d.]. Arduino. https://www.arduino.cc/.Google Scholar
- [n.d.]. Consumer mobile device augmented reality applications (embedded/standalone). https://www.statista.com/statistics/608967/mobile-ar-applications-installed-base-worldwide/.Google Scholar
- [n.d.]. Highway in the Sky. https://www.hq.nasa.gov/office/aero/docs/chicago/hits.htm.Google Scholar
- [n.d.]. Phiar. https://www.phiar.net/.Google Scholar
- 2014. IKEA Place. https://www.ikea.com/au/en/apps/IKEAPlace.html.Google Scholar
- 2019. ARCore, Google. https://developers.google.com/ar/.Google Scholar
- Niantic, Inc.2016. Pokémon GO. https://www.pokemongo.com.Google Scholar
- Paul Atchley and Jeff Dressel. 2004. Conversation limits the functional field of view. Human factors 46, 4 (2004), 664–673.Google Scholar
- John W Ayers, Eric C Leas, Mark Dredze, Jon-Patrick Allem, Jurek G Grabowski, and Linda Hill. 2016. Pokémon GO—a new distraction for drivers and pedestrians. JAMA internal medicine 176, 12 (2016), 1865–1866.Google Scholar
- Ronald T Azuma. 1997. A survey of augmented reality. Presence: Teleoperators & Virtual Environments 6, 4(1997), 355–385.Google ScholarDigital Library
- James Baumeister, Seung Youb Ssin, Neven AM ElSayed, Jillian Dorrian, David P Webb, James A Walsh, Timothy M Simon, Andrew Irlitti, Ross T Smith, Mark Kohler, 2017. Cognitive cost of using augmented reality displays. IEEE transactions on visualization and computer graphics 23, 11(2017), 2378–2388.Google ScholarDigital Library
- Mark Billinghurst and Hirokazu Kato. 2002. Collaborative augmented reality. Commun. ACM 45, 7 (2002), 64–70.Google ScholarDigital Library
- Salvador Bueno, M Dolores Gallego, and Jan Noyes. 2020. Uses and Gratifications on Augmented Reality Games: An Examination of Pokémon Go. Applied Sciences 10, 5 (2020), 1644.Google ScholarCross Ref
- George Chang, Patricia Morreale, and Padmavathi Medicherla. 2010. Applications of augmented reality systems in education. In Society for Information Technology & Teacher Education International Conference. Association for the Advancement of Computing in Education (AACE), 1380–1385.Google Scholar
- Kuo-En Chang, Chia-Tzu Chang, Huei-Tse Hou, Yao-Ting Sung, Huei-Lin Chao, and Cheng-Ming Lee. 2014. Development and behavioral pattern analysis of a mobile guide system with augmented reality for painting appreciation instruction in an art museum. Computers & Education 71 (2014), 185–197. https://doi.org/10.1016/j.compedu.2013.09.022Google ScholarDigital Library
- Benjamin J Dixon, Michael J Daly, Harley Chan, Allan D Vescan, Ian J Witterick, and Jonathan C Irish. 2013. Surgeons blinded by enhanced navigation: the effect of augmented reality on attention. Surgical endoscopy 27, 2 (2013), 454–461.Google Scholar
- Benjamin J Dixon, Michael J Daly, Harley HL Chan, Allan Vescan, Ian J Witterick, and Jonathan C Irish. 2014. Inattentional blindness increased with augmented reality surgical navigation. American journal of rhinology & allergy 28, 5 (2014), 433–437.Google Scholar
- Matt Dunleavy, Chris Dede, and Rebecca Mitchell. 2009. Affordances and limitations of immersive participatory augmented reality simulations for teaching and learning. Journal of science Education and Technology 18, 1 (2009), 7–22. https://doi.org/10.1007/s10956-008-9119-1Google ScholarCross Ref
- Erik Edström, Gustav Burström, Artur Omar, Rami Nachabe, Michael Söderman, Oscar Persson, Paul Gerdhem, and Adrian Elmi-Terander. 2020. Augmented reality surgical navigation in spine surgery to minimize staff radiation exposure. Spine 45, 1 (2020), E45–E53.Google ScholarCross Ref
- Lizbeth Escobedo, Monica Tentori, Eduardo Quintana, Jesus Favela, and Daniel Garcia-Rosas. 2014. Using augmented reality to help children with autism stay focused. IEEE Pervasive Computing 13, 1 (2014), 38–46.Google ScholarDigital Library
- Steven Fadden, Patricia May Ververs, and Christopher D. Wickens. 2001. Pathway HUDs: Are They Viable?Human Factors 43, 2 (2001), 173–193. https://doi.org/10.1518/001872001775900841PMID: 11592660.Google ScholarCross Ref
- Edith Fischer and Richard F Haines. 1980. Cognitive issues in head-up displays. (1980).Google Scholar
- James L Fozard, Max Vercruyssen, Sara L Reynolds, PA Hancock, and Reginald E Quilter. 1994. Age differences and changes in reaction time: the Baltimore Longitudinal Study of Aging. Journal of gerontology 49, 4 (1994), P179–P189.Google ScholarCross Ref
- Henry Fuchs, Mark A Livingston, Ramesh Raskar, Kurtis Keller, Jessica R Crawford, Paul Rademacher, Samuel H Drake, Anthony A Meyer, 1998. Augmented reality visualization for laparoscopic surgery. In International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, 934–943.Google ScholarCross Ref
- Kristiina Jokinen and Topi Hurtig. 2006. User expectations and real experience on a multimodal interactive system. In Ninth International Conference on Spoken Language Processing.Google ScholarCross Ref
- Stephanie AH Jones, Beverly C Butler, Franziska Kintzel, Anne Johnson, Raymond M Klein, and Gail A Eskes. 2016. Measuring the performance of attention networks with the Dalhousie Computerized Attention Battery (DalCAB): Methodology and reliability in healthy adults. Frontiers in psychology 7 (2016), 823.Google Scholar
- Ryan M. Kelly, Hasan Shahid Ferdous, Niels Wouters, and Frank Vetere. 2019. Can Mobile Augmented Reality Stimulate a Honeypot Effect? Observations from Santa’s Lil Helper. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI ’19). ACM, New York, NY, USA, Article 285, 13 pages. https://doi.org/10.1145/3290605.3300515Google ScholarDigital Library
- Elisa Maria Klose, Nils Adrian Mack, Jens Hegenberg, and Ludger Schmidt. 2019. Text presentation for augmented reality applications in dual-task situations. In 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). IEEE, 636–644.Google ScholarCross Ref
- Sean W Kortschot and Greg A Jamieson. 2019. Classification of Attentional Tunneling Through Behavioral Indices. Human factors (2019), 0018720819857266.Google Scholar
- JW Lasswell and CD Wickens. 1995. The effects of display location and dimensionality on taxi-way navigation (Tech. Rep. No. ARL-95-5/NASA-95-2). Savoy: University of Illinois, Aviation Research Laboratory (1995).Google Scholar
- Jonathan L Levy, David C Foyle, and Robert S McCann. 1998. Performance benefits with scene-linked HUD symbology: an attentional phenomenon?. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Vol. 42. SAGE Publications Sage CA: Los Angeles, CA, 11–15.Google ScholarCross Ref
- Ana Paz Goncalves Martins, Steffen Hölscher, and Thomas Dautermann. 2020. Evaluation of a Tunnel-in-the-Sky Head-Up Display Design for Curved Approaches Using Eye-Tracking. Aviation Psychology and Applied Human Factors (2020).Google Scholar
- Kenneth C Mills, Susan E Spruill, Roy W Kanne, Katherine M Parkman, and Ying Zhang. 2001. The influence of stimulants, sedatives, and fatigue on tunnel vision: risk factors for driving and piloting. Human factors 43, 2 (2001), 310–327.Google Scholar
- Oscar Olmos, Christopher D Wickens, and Andrew Chudy. 2000. Tactical displays for combat awareness: An examination of dimensionality and frame of reference concepts and the application of cognitive engineering. The International Journal of Aviation Psychology 10, 3(2000), 247–271.Google ScholarCross Ref
- Thomas Olsson, Else Lagerstam, Tuula Kärkkäinen, and Kaisa Väänänen-Vainio-Mattila. 2013. Expected user experience of mobile augmented reality services: a user study in the context of shopping centres. Personal and Ubiquitous Computing 17, 2 (2013), 287–304. https://doi.org/10.1007/s00779-011-0494-xGoogle ScholarDigital Library
- Lyn Pemberton and Marcus Winter. 2009. Collaborative augmented reality in schools. In Proceedings of the 9th international conference on Computer supported collaborative learning-Volume 2. International Society of the Learning Sciences, 109–111.Google ScholarDigital Library
- LJ Prinzel and LJ Kramer. 2009. Synthetic vision systems. (2009).Google Scholar
- Esa M Rantanen and Joseph H Goldberg. 1999. The effect of mental workload on the visual field size and shape. Ergonomics 42, 6 (1999), 816–834.Google ScholarCross Ref
- Stuart Reeves, Mike Fraser, Holger Schnadelbach, and Steve Benford. 2005. Engaging Augmented Reality in Public Places. In Adjunct Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Portland, Oregon, USA) (CHI ’05). ACM, New York, NY, USA.Google Scholar
- Nicolas Régis, Frédéric Dehais, Emmanuel Rachelson, Charles Thooris, Sergio Pizziol, Mickaël Causse, and Catherine Tessier. 2014. Formal detection of attentional tunneling in human operator–automation interactions. IEEE Transactions on Human-Machine Systems 44, 3 (2014), 326–336.Google ScholarCross Ref
- Joceline Roge, Laetitia Kielbasa, and Alain Muzet. 2002. Deformation of the useful visual field with state of vigilance, task priority, and central task complexity. Perceptual and motor skills 95, 1 (2002), 118–130.Google Scholar
- Sylvia Rothe, Daniel Buschek, and Heinrich Hußmann. 2019. Guidance in Cinematic Virtual Reality-Taxonomy, Research Status and Challenges. Multimodal Technologies and Interaction 3, 1 (2019), 19. https://doi.org/10.3390/mti3010019Google ScholarCross Ref
- Julie Saint Lot, Jean-Paul Imbert, and Frédéric Dehais. 2020. Red Altert: a cognitive countermeasure to mitigate attentional tunneling. In Proceedings CHI. 25–30.Google Scholar
- Donald J Schuirmann. 1987. A comparison of the two one-sided tests procedure and the power approach for assessing the equivalence of average bioavailability. Journal of pharmacokinetics and biopharmaceutics 15, 6(1987), 657–680.Google ScholarCross Ref
- Michael A Seaman and Ronald C Serlin. 1998. Equivalence confidence intervals for two-group comparisons of means.Psychological methods 3, 4 (1998), 403.Google Scholar
- Daniel J Simons and Christopher F Chabris. 1999. Gorillas in our midst: Sustained inattentional blindness for dynamic events. perception 28, 9 (1999), 1059–1074.Google Scholar
- Brandon Victor Syiem, Ryan M Kelly, Eduardo Velloso, Jorge Goncalves, and Tilman Dingler. 2020. Enhancing Visitor Experience or Hindering Docent Roles: Attentional Issues in Augmented Reality Supported Installations. In 2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). 279–288. https://doi.org/10.1109/ISMAR50242.2020.00053Google ScholarCross Ref
- Marcus Tonnis, Christian Sandor, Christian Lange, and Heiner Bubb. 2005. Experimental Evaluation of an Augmented Reality Visualization for Directing a Car Driver’s Attention. In Proceedings of the 4th IEEE/ACM International Symposium on Mixed and Augmented Reality(ISMAR ’05). IEEE Computer Society, USA, 56–59. https://doi.org/10.1109/ISMAR.2005.31Google ScholarDigital Library
- Christian Vater, Ralf Kredel, and Ernst-Joachim Hossner. 2016. Detecting single-target changes in multiple object tracking: The case of peripheral vision. Attention, Perception, & Psychophysics 78, 4 (2016), 1004–1019.Google ScholarCross Ref
- Victoria R Wagner-Greene, Amy J Wotring, Thomas Castor, Jessica Kruger, Sarah Mortemore, and Joseph A Dake. 2017. Pokémon GO: Healthy or harmful?American journal of public health 107, 1 (2017), 35.Google Scholar
- Christopher D Wickens and Amy L Alexander. 2009. Attentional tunneling and task management in synthetic vision displays. The International Journal of Aviation Psychology 19, 2(2009), 182–199. https://doi.org/10.1080/10508410902766549Google ScholarCross Ref
- LJ Williams. 1995. Visual field narrowing induced by workload. J Gen Psychol 122(1995), 225–235.Google ScholarCross Ref
- Michelle Yeh, James L Merlo, Christopher D Wickens, and David L Brandenburg. 2003. Head up versus head down: The costs of imprecision, unreliability, and visual clutter on cue effectiveness for display signaling. Human Factors 45, 3 (2003), 390–407.Google ScholarCross Ref
- Michelle Yeh and Christopher D Wickens. 2001. Display signaling in augmented reality: Effects of cue reliability and image realism on attention allocation and trust calibration. Human Factors 43, 3 (2001), 355–365.Google ScholarCross Ref
- Qiushi Zhou, Difeng Yu, Martin N Reinoso, Joshua Newn, Jorge Goncalves, and Eduardo Velloso. 2020. Eyes-free Target Acquisition During Walking in Immersive Mixed Reality. IEEE Transactions on Visualization and Computer Graphics 26, 12(2020), 3423–3433.Google ScholarCross Ref
Index Terms
- Impact of Task on Attentional Tunneling in Handheld Augmented Reality
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