Interaction in 4-second bursts: the fragmented nature of attentional resources in mobile HCI
Abstract
When on the move, cognitive resources are reserved partly for passively monitoring and reacting to contexts and events, and partly for actively constructing them. The Re-source Competition Framework (RCF), building on the Multiple Resources Theory, explains how psychosocial tasks typical of mobile situations compete for cognitive resources and then suggests that this leads to the depletion of resources for task interaction and eventually results in the breakdown of fluent interaction. RCF predictions were tested in a semi-naturalistic field study measuring attention during the performance of assigned Web search tasks on mobile phone while moving through nine varied but typical urban situations. Notably, we discovered up to eight-fold differentials between micro-level measurements of atten-tional resource fragmentation, for example from spans of over 16 seconds in a laboratory condition dropping to bursts of just a few seconds in difficult mobile situations. By cali-brating perceptual sampling, reducing resources from tasks of secondary importance, and resisting the impulse to switch tasks before finalization, participants compensated for the resource depletion. The findings are compared to previous studies in office contexts. The work is valuable in many areas of HCI dealing with mobility.
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?
Users are increasingly likely to "snack" on apps, visiting them frequently, but in short bursts.
“Users are increasingly likely to “snack” on apps, visiting them frequently, but in short bursts [17,18].”
From Efficacy of a web-based, crowdsourced peer-to-peer cognitive reappraisal platform for depression: Randomized controlled trial (2015) · cites this paper as [17]
Cites
Intrinsic Motivation and Self-Determination in Human Behavior
Deci, E. L., & Ryan, R. M. (1985) · doi:10.1007/978-1-4899-2271-7 · Cited by 26,772 · see citing works
Intrinsic Motivation and Self-Determination in Human Behavior
Miller, K. A. J., Deci, E. L., & Ryan, R. M. (1988) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2070638 · Cited by 15,361 · see citing works
A simplest systematics for the organization of turn-taking for conversation
Sacks, H., Schegloff, E. A., & Jefferson, G. (1974) · Language · doi:10.2307/412243 · Cited by 11,350 · see citing works
(1979) · Medical Entomology and Zoology · Cited by 11,252 · see citing works
Hutchins, E. (1995) · doi:10.7551/mitpress/1881.001.0001 · Cited by 10,801 · see citing works
Baddeley, A. D., & Hitch, G. (1974) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(08)60452-1 · Cited by 9,860 · see citing works
The magical number 4 in short-term memory: A reconsideration of mental storage capacity
Cowan, N. (2001) · Behavioral and Brain Sciences · doi:10.1017/s0140525x01003922 · Cited by 6,779 · see citing works
Quasi-experimentation: Design and analysis issues for field settings
Shrout, P. E. (1980) · Evaluation and Program Planning · doi:10.1016/0149-7189(80)90063-4 · Cited by 6,107 · see citing works
Plans and Situated Actions: The Problem of Human-Machine Communication
Kantowitz, B. H., & Suchman, L. A. (1990) · The American Journal of Psychology · doi:10.2307/1423221 · Cited by 5,306 · see citing works
The Psychology of Human-Computer Interaction
Card, S. K., Moran, T. P., & Newell, A. (2018) · CRC Press eBooks · doi:10.1201/9780203736166 · Cited by 4,103 · see citing works
Ericsson, K. A., & Kintsch, W. (1995) · Psychological Review · doi:10.1037/0033-295x.102.2.211 · Cited by 3,498 · see citing works
Where the Action Is: The Foundations of Embodied Interaction
Dourish, P. (2001) · Cited by 3,148 · see citing works
The Computer for the Twenty-First Century
Weiser, M. (1991) · Scientific American · Cited by 2,113 · see citing works
Psychology of Learning and Motivation
Bower, G. H. (1975) · Cited by 1,839 · see citing works
On the economy of the human-processing system.
Navon, D., & Gopher, D. (1979) · Psychological Review · doi:10.1037/0033-295x.86.3.214 · Cited by 1,671 · see citing works
Rethinking Context: Language as an Interactive Phenomenon.
Garcia, A. C., Duranti, A., & Goodwin, C. (1993) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2074658 · Cited by 1,537 · see citing works
The psychology of human-computer interaction
Huesmann, L. R., Card, S. K., Moran, T. P., & Newell, A. (1984) · The American Journal of Psychology · doi:10.2307/1422176 · Cited by 1,177 · see citing works
THE ‘PSYCHOLOGICAL REFRACTORY PERIOD’ AND THE TIMING OF HIGH‐SPEED PERFORMANCE—A REVIEW AND A THEORY
Welford, A. T. (1952) · British Journal of Psychology General Section · doi:10.1111/j.2044-8295.1952.tb00322.x · Cited by 935 · see citing works
A diary study of task switching and interruptions
Czerwinski, M., Horvitz, E., & Wilhite, S. (2004) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/985692.985715 · Cited by 830 · see citing works
"Constant, constant, multi-tasking craziness": managing multiple working spheres
González, V. M., & Mark, G. (2004) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/985692.985707 · Cited by 715 · see citing works
Perry, M., O'Hara, K. P., Sellen, A. J., Brown, B. A. T., & Harper, R. H. R. (2001) · ACM Transactions on Computer-Human Interaction · doi:10.1145/504704.504707 · Cited by 537 · see citing works
(1993) · The MIT Press eBooks · doi:10.7551/mitpress/1477.001.0001 · Cited by 503 · see citing works
Rethinking Context: An Introduction
Duranti, A., & Goodwin, C. (1992) · Cited by 476 · see citing works
Walking away from the desktop computer
Bellotti, V. M. E., & Bly, S. A. (1996) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/240080.240256 · Cited by 457 · see citing works
Young, M. S., & Stanton, N. A. (2002) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1518/0018720024497709 · Cited by 406 · see citing works
New theoretical approaches for human‐computer interaction
Rogers, Y. (2004) · Annual Review of Information Science and Technology · doi:10.1002/aris.1440380103 · Cited by 386 · see citing works
Pascoe, J., Ryan, N., & Morse, D. (2000) · ACM Transactions on Computer-Human Interaction · doi:10.1145/355324.355329 · Cited by 327 · see citing works
Sawhney, N., & Schmandt, C. (2000) · ACM Transactions on Computer-Human Interaction · doi:10.1145/355324.355327 · Cited by 299 · see citing works
Tamminen, S., Oulasvirta, A., Toiskallio, K., & Kankainen, A. (2004) · Personal and Ubiquitous Computing · doi:10.1007/s00779-004-0263-1 · Cited by 296 · see citing works
Self-citationKjeldskov, J., Skov, M. B., Als, B. S., & Høegh, R. T. (2004) · Lecture notes in computer science · doi:10.1007/978-3-540-28637-0_6 · Cited by 287 · see citing works
When do we interact multimodally?: cognitive load and multimodal communication patterns
Oviatt, S., Coulston, R., & Lunsford, R. (2004) · Proceedings of the 6th international conference on Multimodal interfaces · doi:10.1145/1027933.1027957 · Cited by 285 · see citing works
“Making place” to make IT work
Kristoffersen, S., & Ljungberg, F. (1999) · International ACM SIGGROUP Conference on Supporting Group Work (GROUP) · doi:10.1145/320297.320330 · Cited by 207 · see citing works
Vertegaal, R. (2003) · Communications of the ACM · Cited by 195 · see citing works
Remembering to do things: A theoretical framework and an illustrative experiment
Harris, J. E., & Wilkins, A. J. (1982) · Cited by 182 · see citing works
Vertegaal, R. (2003) · Communications of the ACM · doi:10.1145/636772.636794 · Cited by 124 · see citing works
Evaluation and analysis of users' activity organization
Bannon, L. J., Cypher, A., Greenspan, S. L., & Monty, M. L. (1983) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/800045.801580 · Cited by 115 · see citing works
Dual-Task Interference and Elementary Mental Mechanisms
Pashler, H. (1993) · The MIT Press eBooks · doi:10.7551/mitpress/1477.003.0019 · Cited by 101 · see citing works
A paradigm shift: alternative interaction techniques for use with mobile & wearable devices
Lumsden, J., & Brewster, S. A. (2003) · Conference of the Centre for Advanced Studies on Collaborative Research · Cited by 83 · see citing works
Task demands and memory in web interaction: a levels of processing approach
Oulasvirta, A. (2004) · Interacting with Computers · doi:10.1016/j.intcom.2003.12.004 · Cited by 83 · see citing works
Self-citationNeed for non-visual feedback with long response times in mobile HCI
Roto, V., & Oulasvirta, A. (2005) · International World Wide Web Conference (WWW) · doi:10.1145/1062745.1062747 · Cited by 52 · see citing works
Self-citationExamining mobile phone use in the wild with quasi-experimentation
Roto, V., Oulasvirta, A., Haikarainen, T., Lehmuskallio, H., & Nyyssönen, T. (2004) · Cited by 46 · see citing works
Self-citationA cognitive meta-analysis of design approaches to interruptions in intelligent environments
Oulasvirta, A., & Salovaara, A. (2004) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/985921.986012 · Cited by 30 · see citing works
Self-citationHuman-Computer Interaction in Mobile Context : A Cognitive Resources Perspective
Oulasvirta, A. (2004) · Cited by 8 · see citing works
Self-citationTemporal tensions in human-computer interaction.CHI2004 Workshop on Temporal Aspects of Work
Oulasvirta, A., & Tamminen, S. (2004) · Cited by 3 · see citing works
Self-citation
Flagged first, then by citations
2 of the 46 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Habits make smartphone use more pervasive.
Oulasvirta, A., Rattenbury, T., Ma, L., & Raita, E. (2012) · Personal and Ubiquitous Computing · doi:10.1007/s00779-011-0412-2 · Cited by 1,190 · see citing works
Self-citationContextPhone: A Prototyping Platform for Context-Aware Mobile Applications
Raento, M., Oulasvirta, A., Petit, R., & Toivonen, H. T. T. (2005) · IEEE Pervasive Computing · doi:10.1109/mprv.2005.29 · Cited by 483 · see citing works
Self-citationTowards Pervasive Augmented Reality: Context-Awareness in Augmented Reality
Grubert, J., Langlotz, T., Zollmann, S., & Regenbrecht, H. T. (2016) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2543720 · Cited by 412 · see citing works
IntelliCare: An Eclectic, Skills-Based App Suite for the Treatment of Depression and Anxiety
Mohr, D. C., Tomasino, K. N., Lattie, E. G., Palac, H. L., Kwasny, M. J., Weingardt, K., Karr, C. J., Kaiser, S. M., Rossom, R. C., Bardsley, L. R., et al. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6645 · Cited by 301 · see citing works
Human-centered design meets cognitive load theory
Oviatt, S. L. (2006) · ACM International Conference on Multimedia (ACM MM) · doi:10.1145/1180639.1180831 · Cited by 322 · see citing works
The effect of mobile messaging during a conversation on impression formation and interaction quality
Vanden Abeele, M. M. P., Antheunis, M. L., & Schouten, A. P. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.04.005 · Cited by 297 · see citing works
Young Children’s Use of Smartphones and Tablets
Radesky, J. S., Weeks, H. M., Ball, R., Schaller, A., Yeo, S., Durnez, J., Tamayo-Rios, M., Epstein, M., Kirkorian, H., Coyne, S., et al. (2020) · Pediatrics · doi:10.1542/peds.2019-3518 · Cited by 282 · see citing works
The Emerging Mobile Internet Underclass: A Critique of Mobile Internet Access
Napoli, P. M., & Obar, J. A. (2014) · The Information Society · doi:10.1080/01972243.2014.944726 · Cited by 246 · see citing works
Wood, E., & Bulling, A. (2014) · ACM Symposium on Eye Tracking Research and Applications (ETRA) · doi:10.1145/2578153.2578185 · Cited by 215 · see citing works
Morris, R. R., Schueller, S. M., & Picard, R. W. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4167 · Cited by 206 · see citing works
A role for haptics in mobile interaction
Luk, J., Pasquero, J., Little, S., MacLean, K. E., Lévesque, V., & Vincent Hayward, B. (2006) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1124772.1124800 · Cited by 201 · see citing works
Gustafson, S. G., Holz, C., & Baudisch, P. (2011) · ACM Symposium on User Interface Software and Technology (UIST) · doi:10.1145/2047196.2047233 · Cited by 193 · see citing works
Fischer, J. E., Greenhalgh, C., & Benford, S. (2011) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2037373.2037402 · Cited by 189 · see citing works
Lalmas, M., O’Brien, H., & Yom-Tov, E. (2015) · Synthesis Lectures on Information Concepts, Retrieval, and Services · doi:10.1007/978-3-031-02289-0 · Cited by 192 · see citing works
Texting's consequences for romantic relationships: A cross-lagged analysis highlights its risks
Halpern, D. M., & Katz, J. E. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.01.051 · Cited by 186 · see citing works
Zhao, S., Dragicevic, P., Chignell, M., Balakrishnan, R., & Baudisch, P. (2007) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1240624.1240836 · Cited by 185 · see citing works
To immerse or not? Experimenting with two virtual retail environments
Papagiannidis, S., Pantano, E., See-To, E. W. K., Dennis, C., & Bourlakis, M. (2017) · Information Technology and People · doi:10.1108/itp-03-2015-0069 · Cited by 176 · see citing works
Designing Large Sets of Haptic Icons with Rhythm
Ternes, D., & MacLean, K. E. (2008) · Lecture notes in computer science · doi:10.1007/978-3-540-69057-3_24 · Cited by 166 · see citing works
SemFeel: a user interface with semantic tactile feedback for mobile touch-screen devices
Yatani, K., & Truong, K. N. (2009) · Proceedings of the 22nd annual ACM symposium on User interface software and technology · doi:10.1145/1622176.1622198 · Cited by 164 · see citing works
Wobbrock, J. O., Gajos, K. Z., Kane, S. K., & Vanderheiden, G. C. (2018) · Communications of the ACM · doi:10.1145/3148051 · Cited by 164 · see citing works
The effects of walking speed on target acquisition on a touchscreen interface
Bergström, J., Oulasvirta, A., & Brewster, S. A. (2011) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2037373.2037396 · Cited by 157 · see citing works
Self-citationThe performance of hand postures in front- and back-of-device interaction for mobile computing
Wobbrock, J. O., Myers, B. A., & Aung, H. H. (2008) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2008.03.004 · Cited by 154 · see citing works
Effects of content and time of delivery on receptivity to mobile interruptions
Fischer, J. E., Yee, N., Bellotti, V. M. E., Good, N., Benford, S., & Greenhalgh, C. (2010) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/1851600.1851620 · Cited by 148 · see citing works
Olson, J. S., & Kellogg, W. A. (2014) · Springer eBooks · doi:10.1007/978-1-4939-0378-8 · Cited by 148 · see citing works
Haptic Interaction Design for Everyday Interfaces
MacLean, K. E. (2008) · Reviews of Human Factors and Ergonomics · doi:10.1518/155723408x342826 · Cited by 145 · see citing works
Kjeldskov, J., & Skov, M. B. (2014) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2628363.2628398 · Cited by 143 · see citing works
Findlater, L., & McGrenere, J. (2008) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1357054.1357249 · Cited by 142 · see citing works
Lee, S., & Starner, T. E. (2010) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1753326.1753392 · Cited by 140 · see citing works
Papagiannidis, S., Pantano, E., See-To, E. W. K., & Bourlakis, M. (2013) · Journal of Marketing Management · doi:10.1080/0267257x.2013.821150 · Cited by 139 · see citing works
The Meaning of Interactivity—Some Proposals for Definitions and Measures
Janlert, L.-E., & Stolterman, E. (2016) · Human-Computer Interaction · doi:10.1080/07370024.2016.1226139 · Cited by 127 · see citing works
ThumbSpace: Generalized One-Handed Input for Touchscreen-Based Mobile Devices
Karlson, A. K., & Bederson, B. B. (2007) · Lecture notes in computer science · doi:10.1007/978-3-540-74796-3_30 · Cited by 124 · see citing works
How do people tap when walking? An empirical investigation of nomadic data entry
Lin, M. J., Goldman, R., Price, K. J., Sears, A., & Jacko, J. A. (2007) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2007.04.001 · Cited by 120 · see citing works
Web Browsing on Mobile Phones: Characteristics of User Experience
Roto, V. (2009) · Aaltodoc (Aalto University) · Cited by 120 · see citing works
Self-citationBiometric authentication on a mobile device: a study of user effort, error and task disruption
Trewin, S., Swart, C., Koved, L., Martino, J., Singh, K., & Ben-David, S. (2012) · Proceedings of the 28th Annual Computer Security Applications Conference · doi:10.1145/2420950.2420976 · Cited by 118 · see citing works
Handbook of Research on User Interface Design and Evaluation for Mobile Technology
Lumsden, J. (2008) · IGI Global eBooks · doi:10.4018/978-1-59904-871-0 · Cited by 118 · see citing works
Ames, M. G. (2013) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2441776.2441945 · Cited by 116 · see citing works
Surviving task interruptions: Investigating the implications of long-term working memory theory
Oulasvirta, A., & Saariluoma, P. O. (2006) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2006.04.006 · Cited by 115 · see citing works
Self-citationLeiva, L. A., Böhmer, M., Gehring, S., & Krüger, A. (2012) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2371574.2371617 · Cited by 115 · see citing works
Uptake and usage of IntelliCare: A publicly available suite of mental health and well-being apps
Lattie, E. G., Schueller, S. M., Sargent, E., Stiles-Shields, C., Tomasino, K. N., Corden, M. E., Begale, M., Karr, C. J., & Mohr, D. C. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.06.003 · Cited by 113 · see citing works
Framing the Context of Use for Mobile HCI
Pyykko, S. J., & Vainio, T. (2010) · International Journal of Mobile Human Computer Interaction · doi:10.4018/jmhci.2010100101 · Cited by 111 · see citing works
Ko, M., Choi, S., Yatani, K., & Lee, U. (2016) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858568 · Cited by 111 · see citing works
Why are smartphones disruptive? An empirical study of smartphone use in real-life contexts
Heitmayer, M., & Lahlou, S. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106637 · Cited by 108 · see citing works
Exiting the Cleanroom: On Ecological Validity and Ubiquitous Computing
Carter, S., Mankoff, J., Klemmer, S. R., & Matthews, T. (2008) · Human–Computer Interaction · doi:10.1080/07370020701851086 · Cited by 107 · see citing works
Lead-me interface for a pulling sensation from hand-held devices
Amemiya, T., Ando, H., & Maeda, T. (2008) · ACM Transactions on Applied Perception · doi:10.1145/1402236.1402239 · Cited by 106 · see citing works
Clinically Meaningful Use of Mental Health Apps and its Effects on Depression: Mixed Methods Study
Zhang, R., Nicholas, J., Knapp, A. A., Graham, A. K., Gray, E., Kwasny, M. J., Reddy, M., & Mohr, D. C. (2019) · Journal of Medical Internet Research · doi:10.2196/15644 · Cited by 91 · see citing works
Oulasvirta, A., Raento, M., & Tiitta, S. (2005) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/1085777.1085805 · Cited by 103 · see citing works
Self-citationVertanen, K., & Kristensson, P. O. (2009) · ACM International Conference on Intelligent User Interfaces (IUI) · doi:10.1145/1502650.1502685 · Cited by 102 · see citing works
Karlson, A. K., Iqbal, S. T., Meyers, B. R., Ramos, G., Lee, K. J., & Tang, J. C. (2010) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1753326.1753631 · Cited by 102 · see citing works
The construal of experience in HCI: Understanding self-reports
Doherty, K., & Doherty, G. J. (2017) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2017.10.006 · Cited by 101 · see citing works
Wolf, K., Naumann, A., Rohs, M., & Müller, J. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-23774-4_45 · Cited by 98 · see citing works
Revisitation analysis of smartphone app use
Jones, S. L., Ferreira, D., Hosio, S. J., Gonçalves, J., & Kostakos, V. (2015) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2750858.2807542 · Cited by 97 · see citing works
Using Psychophysiological Sensors to Assess Mental Workload During Web Browsing
Jimenez-Molina, A., Retamal, C., & Lira, H. (2018) · Sensors · doi:10.3390/s18020458 · Cited by 95 · see citing works
Twitch crowdsourcing: crowd contributions in short bursts of time
Vaish, R., Wyngarden, K., Chen, J., Cheung, B., & Bernstein, M. S. (2014) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/2556288.2556996 · Cited by 95 · see citing works
Wykes, T., & Schueller, S. M. (2019) · Journal of Medical Internet Research · doi:10.2196/12390 · Cited by 95 · see citing works
Pielot, M., Poppinga, B., & Boll, S. (2010) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/1851600.1851696 · Cited by 88 · see citing works
Towards the Design of Ethical Standards Related to Digital Mental Health and all Its Applications
Wykes, T., Lipschitz, J. M., & Schueller, S. M. (2019) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-019-00180-0 · Cited by 84 · see citing works
Selection-Based Mid-Air Text Entry on Large Displays
Markussen, A., Jakobsen, M. R., & Hornbæk, K. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-40483-2_28 · Cited by 84 · see citing works
Casey, S. T., Kirman, B. J., & Rowland, D. (2007) · International Conference on Advances in Computer Entertainment Technology (ACE) · doi:10.1145/1255047.1255050 · Cited by 82 · see citing works
Lalmas, M., O'Brien, H., & Yom‐Tov, E. (2014) · Synthesis lectures on information concepts, retrieval, and services · doi:10.2200/s00605ed1v01y201410icr038 · Cited by 81 · see citing works
Jacucci, G., Oulasvirta, A., & Salovaara, A. (2006) · Personal and Ubiquitous Computing · doi:10.1007/s00779-006-0084-5 · Cited by 79 · see citing works
Self-citationBluetooth Low Energy in Dense IoT Environments
Harris, A. F., Khanna, V., Tuncay, G. S., Want, R., & Kravets, R. H. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.1600546cm · Cited by 78 · see citing works
Five Challenges for Intelligent Text Entry Methods
Kristensson, P. O., & Jameson, A. (2009) · AI Magazine · doi:10.1609/aimag.v30i4.2269 · Cited by 75 · see citing works
Fast and Precise Touch-Based Text Entry for Head-Mounted Augmented Reality with Variable Occlusion
Dudley, J. J., Vertanen, K., & Kristensson, P. O. (2018) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3232163 · Cited by 76 · see citing works
Yuan, N., Weeks, H. M., Ball, R., Newman, M., Chang, Y.-J., & Radesky, J. S. (2019) · Pediatric Research · doi:10.1038/s41390-019-0452-2 · Cited by 75 · see citing works
Interpreting and Acting on Mobile Awareness Cues
Oulasvirta, A., Petit, R., Raento, M., & Tiitta, S. (2007) · Human-Computer Interaction · doi:10.1080/07370020701307799 · Cited by 75 · see citing works
Self-citationLucero, A., & Vetek, A. (2014) · International Conference on Advances in Computer Entertainment Technology (ACE) · doi:10.1145/2663806.2663824 · Cited by 73 · see citing works
Smart phone use by non-mobile business users
Bao, P., Pierce, J. S., Whittaker, S. G., & Zhai, S. (2011) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2037373.2037440 · Cited by 73 · see citing works
Schneegaß, S., Steimle, F., Bulling, A., Alt, F., & Schmidt, A. (2014) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2632048.2636090 · Cited by 71 · see citing works
Putting Haptics into the Ambience
MacLean, K. E. (2009) · IEEE Transactions on Haptics · doi:10.1109/toh.2009.33 · Cited by 69 · see citing works
Banović, N., Brant, C., Mankoff, J. C., & Dey, A. K. (2014) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2628363.2628380 · Cited by 69 · see citing works
Evaluation of haptically augmented touchscreen gui elements under cognitive load
Leung, R., MacLean, K. E., Bertelsen, M. B., & Saubhasik, M. (2007) · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · doi:10.1145/1322192.1322258 · Cited by 69 · see citing works
Contextual and cultural challenges for user mobility research
Blom, J., Chipchase, J., & Lehikoinen, J. T. (2005) · Communications of the ACM · doi:10.1145/1070838.1070863 · Cited by 68 · see citing works
Expectations for user experience in haptic communication with mobile devices
Heikkinen, J., Olsson, T., & Väänänen, K. (2009) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/1613858.1613895 · Cited by 68 · see citing works
Emulating human attention-getting practices with wearable haptics
Baumann, M., MacLean, K. E., Hazelton, T. W., & McKay, A. (2010) · IEEE Haptics Symposium · doi:10.1109/haptic.2010.5444662 · Cited by 66 · see citing works
Lu, Y., Yu, C., Yi, X., Shi, Y., & Zhao, S. (2017) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3090083 · Cited by 64 · see citing works
See-To, E. W. K., Papagiannidis, S., & Cho, V. (2012) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2012.03.005 · Cited by 62 · see citing works
Cheung, K., Ling, W., Karr, C. J., Weingardt, K. R., Schueller, S. M., & Mohr, D. C. (2018) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocy023 · Cited by 61 · see citing works
Schirmer, M., Hartmann, J., Bertel, S., & Echtler, F. (2015) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/2785830.2785832 · Cited by 60 · see citing works
Marshall, P., & necker, E. H. (2013) · SAGE Publications Ltd eBooks · doi:10.4135/9781446282229.n11 · Cited by 59 · see citing works
User learning and performance with bezel menus
Jain, M., & Balakrishnan, R. (2012) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2207676.2208376 · Cited by 58 · see citing works
Pielot, M., Poppinga, B., Heuten, W., & Boll, S. (2012) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2207676.2208728 · Cited by 57 · see citing works
Designing for privacy and self-presentation in social awareness
Raento, M., & Oulasvirta, A. (2008) · Personal and Ubiquitous Computing · doi:10.1007/s00779-008-0200-9 · Cited by 56 · see citing works
Self-citationExplicating "Implicit Interaction"
Serim, B., & Jacucci, G. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300647 · Cited by 55 · see citing works
Virtual test-driving: The impact of simulated products on purchase intention
Papagiannidis, S., See-To, E. W. K., & Bourlakis, M. (2014) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2014.02.010 · Cited by 57 · see citing works
Elliott, G. T., & Tomlinson, B. (2006) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/1125451.1125599 · Cited by 54 · see citing works
Need for non-visual feedback with long response times in mobile HCI
Roto, V., & Oulasvirta, A. (2005) · International World Wide Web Conference (WWW) · doi:10.1145/1062745.1062747 · Cited by 52 · see citing works
Self-citationImproving structured data entry on mobile devices
Chang, K. S.-P., Myers, B. A., Cahill, G. M., Simanta, S., Morris, E. J., & Lewis, G. A. (2013) · ACM Symposium on User Interface Software and Technology (UIST) · doi:10.1145/2501988.2502043 · Cited by 51 · see citing works
HapTouch and the 2+1 state model
Richter, H., Ecker, R., Deisler, C., & Butz, A. M. (2010) · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · doi:10.1145/1969773.1969787 · Cited by 51 · see citing works
Free-Form Gesture Authentication in the Wild
Yang, Y., Clark, G. D., Lindqvist, J., & Oulasvirta, A. (2016) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858270 · Cited by 51 · see citing works
Self-citationZhang, T., Ali, A. E., Wang, C., Hanjalić, A., & Cesar, P. S. (2020) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376808 · Cited by 51 · see citing works
Intimacy and Smartphone Multitasking—A New Oxymoron?
Amichai‐Hamburger, Y., & Etgar, S. (2016) · Psychological Reports · doi:10.1177/0033294116662658 · Cited by 52 · see citing works
One-handed touchscreen input for legacy applications
Karlson, A. K., & Bederson, B. B. (2008) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1357054.1357274 · Cited by 49 · see citing works
Hühn, A. E., Khan, V.-J., Ketelaar, P. E., Riet, J. V. ‘., Konig, R. P., Rozendaal, E., Batalas, N., & Markopoulos, P. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.03.003 · Cited by 49 · see citing works
Timmis, M. A., Bijl, H., Turner, K., Basevitch, I., Taylor, M. J. D., & van Paridon, K. N. (2017) · PLoS ONE · doi:10.1371/journal.pone.0179802 · Cited by 49 · see citing works
Full or tailored mobile web- where and how do people browse on their mobiles?
Kaikkonen, A. (2008) · International Conference on Mobile Technology, Applications, and Systems · doi:10.1145/1506270.1506307 · Cited by 49 · see citing works
Barriers common to mobile and disabled web users
Yeşilada, Y., Brajnik, G., & Harper, S. (2011) · Interacting with Computers · doi:10.1016/j.intcom.2011.05.005 · Cited by 48 · see citing works
The Role of Choice in Longitudinal Recall of Meaningful Tactile Signals
Enriquez, M. J., & MacLean, K. E. (2008) · Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems · doi:10.1109/haptics.2008.4479913 · Cited by 48 · see citing works
GAWA - Manager for accessibility Wayfinding apps
Rodríguez-Sánchez, M. C., & Martínez-Romo, J. (2017) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2017.05.011 · Cited by 41 · see citing works
Building social discourse around mobile photos
Sarvas, R., Oulasvirta, A., & Jacucci, G. (2005) · International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) · doi:10.1145/1085777.1085783 · Cited by 47 · see citing works
Self-citationClawson, J., Lyons, K., Starner, T. E., & Clarkson, E. C. (2005) · Proceedings · doi:10.1109/iswc.2005.49 · Cited by 46 · see citing works
- Authors
- Oulasvirta, A., Tamminen, S., Roto, V., & Kuorelahti, J.
- Affiliations
- Helsinki Institute for Information Technology (FI)
- Helsinki University of Technology, Helsinki, Finland
- Nokia (Finland) (FI)
- Venue
- Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
- Publisher
- ACM
- Published
- 2005-04-02
- Pages
- 919-928
- OpenAlex
- W2131800446
- Cited by
- 576
- References
- 46
- Citations by year
- 2026: 10 · 2025: 62 · 2024: 5 · 2023: 9 · 2022: 11 · 2021: 8 · 2020: 53 · 2019: 28 · 2018: 24 · 2017: 23 · 2016: 27 · 2015: 34 · 2014: 32 · 2013: 31 · 2012: 35
- FWCI
- 37.79
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- CHI Conference on Human Factors in Computing Systems (publishedVersion)
- Funders
- Academy of Finland
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Personal Information Management and User Behavior
- Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
- Physical Sciences › Computer Science › Human-Computer Interaction › Interactive and Immersive Displays
- Keywords
- cognitive depletion, attention, task interaction, perceptual sampling, task switching, urban mobility, mobile HCI
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