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On the Design of Subly: Instilling Behavior Change During Web Surfing Through Subliminal Priming

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10171))

Abstract

With 50% of people spending over 6 h per day surfing the web, web browsers offer a promising platform for the delivery of behavior change interventions. One technique might be subliminal priming of behavioral concepts (e.g., walking). This paper presents Subly, an open-source plugin for Google’s Chrome browser that primes behavioral concepts through slight emphasis on words and phrases as people browse the Internet. Such priming interventions might be employed across several domains, such as breaking sedentary activity, promoting safe use of the Internet among minors, promoting civil discourse and breaking undesirable online habits such excessive use of social media. We present two studies with Subly: one that identifies the threshold of subliminal perception and one that demonstrates the efficacy of Subly in a picture-selection task. We conclude with opportunities and ethical considerations arising from the future use of Subly to achieve behavior change.

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References

  1. Adams, A., Costa, J., Jung, M., Choudhury, T.: Mindless computing: designing technologies to subtly influence behavior. In: Proceedings of Ubicomp 2015, pp. 719–730 (2015)

    Google Scholar 

  2. Americans Internet Access: http://www.pewinternet.org/2015/06/26/americans-internet-access-2000-2015/

  3. Bargh, J., Chen, M., Burrows, L.: Automaticity of social behavior: Direct effects of trait construct and stereotype activation on action. JPS 71(2), 230 (1996)

    Google Scholar 

  4. Bornstein, R.: Inhibitory effects of awareness on affective responding: implications for the affect-cognition relationship (1992)

    Google Scholar 

  5. Chalfoun, P., Frasson, C.: Subliminal cues while teaching: HCI technique for enhanced learning. Adv. HCI. (2011). Article no: 2

    Google Scholar 

  6. Chen, M., Anderson, J., Sohn, M.: What can a mouse cursor tell us more? Correlation of eye/mouse movements on web browsing. In: CHI EA 2001, pp. 281–282 (2001)

    Google Scholar 

  7. Custers, R.: How does our unconscious know what we want? The role of affect in goal representations. In: The Psychology of Goals, pp. 179–202 (2009)

    Google Scholar 

  8. Dijksterhuis, A.: Unconscious relaxation: the influence of subliminal priming on heart rate (2001)

    Google Scholar 

  9. Dillard, J., Shen, L.: On the nature of reactance and its role in persuasive health communication. Commun. Monogr. 72(2), 144–168 (2005)

    Article  Google Scholar 

  10. Epstein, D., Kang, J., Pina, L., Fogarty, J.: Reconsidering the device in the drawer: lapses as a design opportunity in personal informatics. In: Proceedings of Ubicomp 2016, pp. 829–840 (2016)

    Google Scholar 

  11. Fitzsimons, G., Chartrand, T.: Automatic effects of brand exposure on motivated behavior: how apple makes you “think different”. JC 35(1), 21–35 (2008)

    Google Scholar 

  12. Fritz, T., Huang, E., Murphy, G.: Persuasive technology in the real world: a study of long-term use of activity sensing devices for fitness. In: Proceedings of CHI 2014, pp. 487–496 (2014)

    Google Scholar 

  13. Goldhaber-Fiebert, J., Blumenkranz, E., Garber, A.: Committing to exercise: contract design for virtuous habit formation, w16624. NBER (2010)

    Google Scholar 

  14. Gouveia, R., Karapanos, E., Hassenzahl, M.: How do we engage with activity trackers? A longitudinal study of Habito. In: Proceedings of Ubicomp 2015, pp. 1305–1316 (2015)

    Google Scholar 

  15. Gouveia, R., Pereira, F., Karapanos, E., Munson, S.A., Hassenzahl, M.: Exploring the design space of glanceable feedback for physical activity trackers. In: Proceedings of Ubicomp 2016, pp. 144–155 (2016)

    Google Scholar 

  16. Ittersum, K.Van, Wansink, B.: Plate size and color suggestibility: the Delboeuf Illusion’s bias on serving and eating behavior. JCR 39(2), 215–228 (2012)

    Google Scholar 

  17. Jraidi, I., Frasson, C.: Subliminally enhancing self-esteem: impact on learner performance and affective state. In: Aleven, V., Kay, J., Mostow, J. (eds.) ITS 2010. LNCS, vol. 6095, pp. 11–20. Springer, Heidelberg (2010). doi:10.1007/978-3-642-13437-1_2

    Chapter  Google Scholar 

  18. Kahneman, D.: Thinking, Fast and Slow (2011)

    Google Scholar 

  19. Karapanos, E.: Sustaining user engagement with behavior-change tools. Interactions 22(4), 48–52 (2015)

    Article  Google Scholar 

  20. Karremans, J., Stroebe, W., Claus, J.: Beyond Vicary’s fantasies: the impact of subliminal priming and brand choice. JRSP 42(6), 792–798 (2006)

    Google Scholar 

  21. Kostakos, V., Ferreira, D., Pandab, P.: Not what, but HOW to study in HCI: tools, data, theory. In: Adjunct Proceedings of CHI 2015 (2015)

    Google Scholar 

  22. Laschke, M., Diefenbach, S., Hassenzahl, M.: Annoying, but in a nice way: an inquiry into the experience of frictional feedback. IJD 9(2), 129–140 (2015)

    Google Scholar 

  23. Ledger, D., McCaffrey, D.: Inside Wearables: How the Science of Human Behavior Change Offers the Secret to Long-term Engagement. Endeavour Partners, Cambridge (2014)

    Google Scholar 

  24. Légal, J., Chappé, J., Coiffard, V.: Don’t you know that you want to trust me? Subliminal goal priming and persuasion. JESP 48(1), 358–360 (2012)

    Google Scholar 

  25. Lewis, S., Dontcheva, M., Gerber, E.: Affective computational priming and creativity. In: Proceedings of CHI 2011, pp. 735–744 (2011)

    Google Scholar 

  26. Li, I., Dey, A., Forlizzi, J.: A stage-based model of personal informatics systems. In: Proceedings of CHI 2010, pp. 557–566 (2010)

    Google Scholar 

  27. Malekzadeh, M., Mustafa, M., Lahsasna, A.: A review of emotion regulation in intelligent tutoring systems. Educ. Technol. 18(4), 435–445 (2015)

    Google Scholar 

  28. Mercer, K., Li, M., Giangregorio, L., Burns, C.: Behavior change techniques present in wearable activity trackers: a critical analysis. JMIR mHealth uHealth 4(2), e40 (2016)

    Article  Google Scholar 

  29. Olstad, D., Goonewardene, L., McCargar, L.: Choosing healthier foods in recreational sports settings: a mixed methods investigation of the impact of nudging and an economic incentive. IJBNPA 11(1), 6 (2014)

    Google Scholar 

  30. Ornelas, T., Caraban, A., Gouveia, R., Karapanos, E.: CrowdWalk: leveraging the wisdom of the crowd to inspire walking activities. In: Adjunct Proceedings of Ubicomp 2015, pp. 213–216 (2015)

    Google Scholar 

  31. Pfleging, B., Henze, N., Schmidt, A., Rau, D., Reitschuster, B.: Influence of subliminal cueing visual search tasks. In: Proceedings of CHI EA 2013, pp. 1269–1274 (2013)

    Google Scholar 

  32. Shih, P., Han, K., Poole, E., Rosson, M., Carroll, J.: Use and adoption challenges of wearable activity trackers. In: iConference 2015 (2015)

    Google Scholar 

  33. Strack, F., Deutsch, R.: The reflective-impulsive model. In: Dual-Process Theories of the Social Mind, pp. 92–104 (2014)

    Google Scholar 

  34. The road design tricks that make us drive safer (2014). http://www.bbc.com/future/story/20140417-road-designs-that-trick-our-minds

  35. Veltkamp, M., Custers, R., Aarts, H.: Motivating consumer behavior by subliminal conditioning in the absence of basic needs: striking even while the iron is cold. JCP 21(1), 49–56 (2011)

    Google Scholar 

  36. Volpp, K., Troxel, A., Pauly, M., Glick, H.: A randomized, controlled trial of financial incentives for smoking cessation. NEJM 7(360), 699–709 (2009)

    Article  Google Scholar 

  37. Wallace, F., Flanery, J., Knezek, G.: The effect of subliminal help presentations on learning a text editor. IPM 27(2–3), 211–218 (1991)

    Google Scholar 

  38. Wang, H., Fussell, S., Cosley, D.: From diversity to creativity: stimulating group brainstorming with cultural differences and conversationally-retrieved pictures. In: Proceedings of CSCW 2011, pp. 265–274 (2011)

    Google Scholar 

  39. West, J.H., Hall, P.C., Hanson, C.L., Barnes, M.D., Giraud-Carrier, C., Barrett, J.: There’s an app for that: content analysis of paid health and fitness apps. JMIR 14(3), 72 (2012)

    Google Scholar 

  40. WHO|Physical activity. WHO (2015)

    Google Scholar 

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Acknowledgement

ARDITI – Agência Regional para o Desenvolvimento e Tecnologia under the scope of the Project M1420-09-5369-000001 PhD Studentship.

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Correspondence to Ana Caraban .

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Caraban, A., Karapanos, E., Teixeira, V., Munson, S.A., Campos, P. (2017). On the Design of Subly: Instilling Behavior Change During Web Surfing Through Subliminal Priming. In: de Vries, P., Oinas-Kukkonen, H., Siemons, L., Beerlage-de Jong, N., van Gemert-Pijnen, L. (eds) Persuasive Technology: Development and Implementation of Personalized Technologies to Change Attitudes and Behaviors. PERSUASIVE 2017. Lecture Notes in Computer Science(), vol 10171. Springer, Cham. https://doi.org/10.1007/978-3-319-55134-0_13

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  • DOI: https://doi.org/10.1007/978-3-319-55134-0_13

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-55133-3

  • Online ISBN: 978-3-319-55134-0

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