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A Psychological Model for Predicting the Smartphone Zombie Phenomenon and Intervention

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Persuasive Technology (PERSUASIVE 2022)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 13213))

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Abstract

Although the smartphone zombie (SZ) has become a social problem, the cognitive processes that underlie it have not been sufficiently examined and the effective intervention methods to suppress it have remained unverified. This study tested the validity of our psychological model in terms of predicting the Smartphone zombie incidence rate and effectively intervening to curtail it. We first developed the interventional materials and initially tested their effectiveness through a questionnaire survey. We then conducted a field experiment in which a smartphone app collected phone usage logs of 194 Japanese participants who were randomly assigned to experimental and control groups. The experimental group was presented with the interventional materials once a week during a one-month period, while the control group did not see any interventional materials. Our experimental results showed that our psychological model can predict the Smartphone zombie incidence rate that we proved positively correlated with the cognitive processes of SZ, specifically, in terms of smartphone addiction and habit, as well as behavioral intention and willingness. Moreover, we found the interventional materials had the possibility of reducing SZ’s behavioral willingness.

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References

  1. Sato, H.: Psychological process of walking while using a smartphone (in Japanese). Japanese J. Shinshu Stud. Human. 7(2), 87–98 (2020)

    Google Scholar 

  2. Masuda, K., Haga, S.: Effects of cell phone texting on attention, walking, and mental workload: Comparison between the smartphone and the feature phone. Japanese J. Ergon. 51(1), 52–61 (2015). https://doi.org/10.5100/jje.51.52

    Article  Google Scholar 

  3. Haga, S., Sano, A., Sekine, Y., Sato, H., Yamaguchi, S., Masuda, K.: Effects of using a smart phone on pedestrians’ attention and walking. Proc. Manuf. 3, 2574–2580 (2015). https://doi.org/10.1016/j.promfg.2015.07.564

    Article  Google Scholar 

  4. https://www.tca.or.jp/press_release/2019/0306_903.html

  5. Mourra, G.N., et al.: Using a smartphone while walking: The cost of smartphone-addiction proneness. Addict. Behav. 106, 106346 (2020). https://doi.org/10.1016/j.addbeh.2020.106346

    Article  Google Scholar 

  6. Gerrard, M., Gibbons, F.X., Houlihan, A.E., Stock, M.L., Pomery, E.A.: A dual-process approach to health risk decision making: the prototype willingness model. Dev. Rev. 28(1), 29–61 (2008). https://doi.org/10.1016/j.dr.2007.10.001

    Article  Google Scholar 

  7. Gibbons, F.X., Houlihan, A.E., Gerrard, M.: Reason and reaction: the utility of a dual-focus, dual-processing perspective on promotion and prevention of adolescent health risk behaviour. Br. J. Health. Psychol. 14(2), 231–248 (2009). https://doi.org/10.1348/135910708X376640

    Article  Google Scholar 

  8. Gibbons, F.X., Gerrard, M., Blanton, H., Russell, D.W.: Reasoned action and social reaction: willingness and intention as independent predictors of health risk. J. Pers. Soc. Psychol. 74(5), 1164–1180 (1998). https://doi.org/10.1037/0022-3514.74.5.1164

    Article  Google Scholar 

  9. Fishbein, M., Ajzen, I.: Belief, Attitude, Intention, and Behavior: An introduction to Theory and Research. Addison-Wesley, Reading (1975)

    Google Scholar 

  10. Ajzen, I.: The theory of planned behavior. Organ. Behav. Hum. Decis. Process. 50(2), 179–211 (1991). https://doi.org/10.1016/0749-5978(91)90020-T

    Article  Google Scholar 

  11. Bentler, P.M., Speckart, G.: Attitudes “cause” behaviors: a structural equation analysis. J. Pers. Soc. Psychol. 40(2), 226–238 (1981). https://doi.org/10.1037/0022-3514.40.2.226

    Article  Google Scholar 

  12. Gerrard, M., Gibbons, E.X., Benthin, A., Hessling, R.: The reciprocal nature of risk behaviors and cognitions: what you think shapes what you do and vice versa. Health Psychol. 15(5), 344–354 (1996). https://doi.org/10.1037/0278-6133.15.5.344

    Article  Google Scholar 

  13. Bagozzi, R.P.: Attitudes, intentions, and behavior: a test of some key hypotheses. J. Pers. Soc. Psychol. 41(4), 607–627 (1981). https://doi.org/10.1037/0022-3514.41.4.607

    Article  Google Scholar 

  14. Gibbons, F.X., Helweg-Larsen, M., Gerrard, M.: Prevalence estimates and adolescent risk behavior: cross-cultural differences in social influence. J. Appl. Psychol. 80(1), 107–121 (1995). https://doi.org/10.1037/0021-9010.80.1.107

    Article  Google Scholar 

  15. Sato, H., Haga, S.: Factors affecting pedestrians’ risk behavior (in Japanese). Japanese J. Rikkyo Psychol, Res. 57, 37–50 (2015)

    Google Scholar 

  16. Mori, K., Hirota, S., Ohyama, K., Onodera, J., Koshikawa, M., Shirai, I.: Fear appeals in no-texting-while-walking posters: evaluation of the fear levels using the implicit positive and negative affect test (in Japanese). In: 82nd, Proceedings on The Japanese Psychological Association, p. 79. The Japanese Psychological Association, Japan (2018)

    Google Scholar 

  17. Kurokawa, M., Honjo, M., Mishima, K.: Development of the smartphone-based internet addiction tendency Scale for high school students and technical college students (in Japanese). Japanese J. Exp. Soc. Psychology 60(1), 37–49 (2020). https://doi.org/10.2130/jjesp.1907

    Article  Google Scholar 

  18. Higuchi, S.: Smartphone game addiction (in Japanese). Naigai Publishing, Japan (2018)

    Google Scholar 

  19. Kwon, M., Kim, D.J., Cho, H., Yang, S.: The smartphone addiction scale: development and validation of a short version for adolescents. PLoS ONE 8(12), e83558 (2013). https://doi.org/10.1371/journal.pone.0083558

    Article  Google Scholar 

  20. Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E.: Multivariate Data Analysis, 7th edn. Prentice Hall, London (2010)

    Google Scholar 

  21. Cohen, J.: A power primer. Psychol. Bull. 112(1), 155–159 (1992). https://doi.org/10.1037/0033-2909.112.1.155

    Article  Google Scholar 

  22. Higbee, K.L.: What is the “Fear” in a Fear-Arousing Appeal ? Psychol. Rep. 35(3), 1161–1162 (1974). https://doi.org/10.2466/pr0.1974.35.3.1161

    Article  Google Scholar 

  23. French, J.R., Raven, B.H.: The bases of social power. In: D. Cartwright (Ed.) Studies in Social Power. Institute for Social Research, Ann Arbor (1959)

    Google Scholar 

  24. Brehm, J.W.: A Theory of Psychological Reactance. Academic Press, New York (1966)

    Google Scholar 

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Correspondence to Tomohiro Sakai , Yuich Kuriki , Wenzhen Xu , Masato Taya or Atsunori Minamikawa .

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Sakai, T., Kuriki, Y., Xu, W., Taya, M., Minamikawa, A. (2022). A Psychological Model for Predicting the Smartphone Zombie Phenomenon and Intervention. In: Baghaei, N., Vassileva, J., Ali, R., Oyibo, K. (eds) Persuasive Technology. PERSUASIVE 2022. Lecture Notes in Computer Science, vol 13213. Springer, Cham. https://doi.org/10.1007/978-3-030-98438-0_16

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  • DOI: https://doi.org/10.1007/978-3-030-98438-0_16

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-98437-3

  • Online ISBN: 978-3-030-98438-0

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