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2019 | OriginalPaper | Chapter

Are Trackers Social Actors? The Role of Self-tracking on Self-evaluation

Authors : Elçin Hancı, Peter A. M. Ruijten, Joyca Lacroix, Elisabeth T. Kersten-van Dijk, Wijnand A. IJsselsteijn

Published in: Persuasive Technology: Development of Persuasive and Behavior Change Support Systems

Publisher: Springer International Publishing

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Abstract

Despite the increased usage and potential benefits of self-tracking technologies for pursuing healthy lifestyles, the relationship that users have with these personal devices has remained under-studied. The current paper presents a field study to explore the perceived role of self-tracking devices as social actors. Participants received a pedometer which they carried on their person for one day. Users’ access to numerical feedback and the feeling of being tracked were manipulated, and users were interviewed afterwards regarding their experiences and their perceived social relationship to the tracker. Results of a thematic analysis indicated that in general, the feeling of being tracked led to higher self-awareness regarding participants’ walking activity. In particular, having access to agent feedback gave rise to more frequent self-evaluative reports towards one’s performance as well as a closer relationship between the device and its user. The results extend the CASA (Computers As Social Actors) paradigm by demonstrating that the capturing (and feeding back) of data can make a device be perceived as a social actor and be described in relational terms, even in the absence of clear social cues.

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Literature
1.
go back to reference Asimakopoulos, S., Asimakopoulos, G., Spillers, F.: Motivation and user engagement in fitness tracking: heuristics for mobile healthcare wearables. Informatics 4(1), 5 (2017)CrossRef Asimakopoulos, S., Asimakopoulos, G., Spillers, F.: Motivation and user engagement in fitness tracking: heuristics for mobile healthcare wearables. Informatics 4(1), 5 (2017)CrossRef
2.
go back to reference Barfield, J.P., Rowe, D.A., Michael, T.J.: Interinstrument consistency of the Yamax Digi-Walker pedometer in elementary school-aged children. Meas. Phys. Educ. Exerc. Sci. 8(2), 109–116 (2004)CrossRef Barfield, J.P., Rowe, D.A., Michael, T.J.: Interinstrument consistency of the Yamax Digi-Walker pedometer in elementary school-aged children. Meas. Phys. Educ. Exerc. Sci. 8(2), 109–116 (2004)CrossRef
3.
go back to reference Bravata, D.M., et al.: Using pedometers to increase physical activity and improve health: a systematic review. J. Am. Med. Assoc. 298(19), 2296–2304 (2007)CrossRef Bravata, D.M., et al.: Using pedometers to increase physical activity and improve health: a systematic review. J. Am. Med. Assoc. 298(19), 2296–2304 (2007)CrossRef
4.
go back to reference Burke, L.E., Swigart, V., Warziski Turk, M., Derro, N., Ewing, L.J.: Experiences of self-monitoring: successes and struggles during treatment for weight loss. Qual. Health Res. 19(6), 815–828 (2009)CrossRef Burke, L.E., Swigart, V., Warziski Turk, M., Derro, N., Ewing, L.J.: Experiences of self-monitoring: successes and struggles during treatment for weight loss. Qual. Health Res. 19(6), 815–828 (2009)CrossRef
5.
go back to reference Etkin, J.: The hidden cost of personal quantification. J. Consum. Res. 42(6), 967–984 (2016)CrossRef Etkin, J.: The hidden cost of personal quantification. J. Consum. Res. 42(6), 967–984 (2016)CrossRef
6.
go back to reference Guay, F., Vallerand, R.J., Blanchard, C.: On the assessment of situational intrinsic and extrinsic motivation: the situational motivation scale (SIMS). Motiv. Emot. 24(3), 175–213 (2000)CrossRef Guay, F., Vallerand, R.J., Blanchard, C.: On the assessment of situational intrinsic and extrinsic motivation: the situational motivation scale (SIMS). Motiv. Emot. 24(3), 175–213 (2000)CrossRef
7.
go back to reference Jakicic, J.M., et al.: Effect of wearable technology combined with a lifestyle intervention on long-term weight loss: the IDEA randomized clinical trial. JAMA 316(11), 1161–1171 (2016)CrossRef Jakicic, J.M., et al.: Effect of wearable technology combined with a lifestyle intervention on long-term weight loss: the IDEA randomized clinical trial. JAMA 316(11), 1161–1171 (2016)CrossRef
8.
go back to reference Karapanos, E., Gouveia, R., Hassenzahl, M., Forlizzi, J.: Wellbeing in the making: peoples’ experiences with wearable activity trackers. Psychol. Well-Being 6, 4 (2016)CrossRef Karapanos, E., Gouveia, R., Hassenzahl, M., Forlizzi, J.: Wellbeing in the making: peoples’ experiences with wearable activity trackers. Psychol. Well-Being 6, 4 (2016)CrossRef
9.
go back to reference Kersten-van Dijk, E.T., Westerink, J.H.D.M., Beute, F., IJsselsteijn, W.A.: Personal informatics, self-insight, and behavior change: a critical review of current literature. Hum.-Comput. Interact. 32(5–6), 268–296 (2017)CrossRef Kersten-van Dijk, E.T., Westerink, J.H.D.M., Beute, F., IJsselsteijn, W.A.: Personal informatics, self-insight, and behavior change: a critical review of current literature. Hum.-Comput. Interact. 32(5–6), 268–296 (2017)CrossRef
10.
go back to reference Kersten-van Dijk, E., IJsselsteijn, W.A.: Design beyond the numbers: sharing, comparing, storytelling and the need for a quantified us. Interact. Des. Archit. J. 29, 121–135 (2016) Kersten-van Dijk, E., IJsselsteijn, W.A.: Design beyond the numbers: sharing, comparing, storytelling and the need for a quantified us. Interact. Des. Archit. J. 29, 121–135 (2016)
11.
go back to reference Kowalski, R.M., Leary, M.R.: Strategic self-presentation and the avoidance of aversive events: antecedents and consequences of self-enhancement and self-depreciation. J. Exp. Soc. Psychol. 26(4), 322–336 (1990)CrossRef Kowalski, R.M., Leary, M.R.: Strategic self-presentation and the avoidance of aversive events: antecedents and consequences of self-enhancement and self-depreciation. J. Exp. Soc. Psychol. 26(4), 322–336 (1990)CrossRef
12.
go back to reference Kristensen, D.B., Ruckenstein, M.: Co-evolving with self-tracking technologies. New Media Soc., 1–17 (2018) Kristensen, D.B., Ruckenstein, M.: Co-evolving with self-tracking technologies. New Media Soc., 1–17 (2018)
13.
go back to reference Nahum-Shani, I., et al.: Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support. Ann. Behav. Med. 52(6), 446–462 (2016)CrossRef Nahum-Shani, I., et al.: Just-in-time adaptive interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support. Ann. Behav. Med. 52(6), 446–462 (2016)CrossRef
14.
go back to reference Nass, C., Moon, Y.: Machines and mindlessness: social responses to computers. J. Soc. Issues 56(1), 81–103 (2000)CrossRef Nass, C., Moon, Y.: Machines and mindlessness: social responses to computers. J. Soc. Issues 56(1), 81–103 (2000)CrossRef
15.
go back to reference Nass, C., Moon, Y., Fogg, B.J., Reeves, B., Dryer, D.C.: Can computer personalities be human personalities? Int. J. Hum.-Comput. Stud. 2(43), 223–239 (1995)CrossRef Nass, C., Moon, Y., Fogg, B.J., Reeves, B., Dryer, D.C.: Can computer personalities be human personalities? Int. J. Hum.-Comput. Stud. 2(43), 223–239 (1995)CrossRef
16.
go back to reference Nass, C., Steuer, J., Tauber, E.R.: Computers are social actors. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 72–78 (1994) Nass, C., Steuer, J., Tauber, E.R.: Computers are social actors. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 72–78 (1994)
17.
go back to reference Orji, R., Lomotey, R., Oyibo, K., Orji, F., Blustein, J., Shahid, S.: Tracking feels oppressive and “punishy”: exploring the costs and benefits of self-monitoring for health and wellness. Digital Health 4 (2018) Orji, R., Lomotey, R., Oyibo, K., Orji, F., Blustein, J., Shahid, S.: Tracking feels oppressive and “punishy”: exploring the costs and benefits of self-monitoring for health and wellness. Digital Health 4 (2018)
18.
go back to reference Pink, S., Fors, V.: Being in a mediated world: self-tracking and the mind–body–environment. Cult. Geogr. 24(3), 375–388 (2017)CrossRef Pink, S., Fors, V.: Being in a mediated world: self-tracking and the mind–body–environment. Cult. Geogr. 24(3), 375–388 (2017)CrossRef
19.
go back to reference Pink, S., Sumartojo, S., Lupton, D., Heyes La Bond, C.: Mundane data: the routines, contingencies and accomplishments of digital living. Big Data Soc. 4(1) (2017) Pink, S., Sumartojo, S., Lupton, D., Heyes La Bond, C.: Mundane data: the routines, contingencies and accomplishments of digital living. Big Data Soc. 4(1) (2017)
20.
go back to reference Reeves, B., Nass, C.: The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places. Cambridge University Press, Cambridge (1996) Reeves, B., Nass, C.: The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places. Cambridge University Press, Cambridge (1996)
21.
go back to reference Short, J., Williams, E., Christie, B.: The Social Psychology of Telecommunications. Wiley, London (1976) Short, J., Williams, E., Christie, B.: The Social Psychology of Telecommunications. Wiley, London (1976)
22.
go back to reference Kersten-van Dijk, E.T., Beute, F., Westerink, J.H.D.M., IJsselsteijn, W.A.: Unintended effects of self-tracking. In: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (2015) Kersten-van Dijk, E.T., Beute, F., Westerink, J.H.D.M., IJsselsteijn, W.A.: Unintended effects of self-tracking. In: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (2015)
23.
go back to reference Wilde, B.E., Sidman, C.L., Corbin, C.B.: A 10,000-step count as a physical activity target for sedentary women. Res. Q. Exerc. Sport 72(4), 411–414 (2001)CrossRef Wilde, B.E., Sidman, C.L., Corbin, C.B.: A 10,000-step count as a physical activity target for sedentary women. Res. Q. Exerc. Sport 72(4), 411–414 (2001)CrossRef
24.
Metadata
Title
Are Trackers Social Actors? The Role of Self-tracking on Self-evaluation
Authors
Elçin Hancı
Peter A. M. Ruijten
Joyca Lacroix
Elisabeth T. Kersten-van Dijk
Wijnand A. IJsselsteijn
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-17287-9_3

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