Skip to main content

2024 | OriginalPaper | Buchkapitel

Does the Anchoring Effect Influence Individuals’ Anti-phishing Behavior Intentions?

verfasst von : Yukiko Sawaya, Ayane Sano, Takamasa Isohara, Akira Yamada, Ayako Komatsu

Erschienen in: Foundations and Practice of Security

Verlag: Springer Nature Switzerland

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Phishing is one of the most common types of attacks that internet users face. To combat them, it is necessary to consider the human aspect and increase users’ awareness since users are forced to decide in the moment whether information they see is legitimate or an attack. In privacy and security research, the anchoring effect, one of the nudging approaches using cognitive biases, is expected to change people’s attitudes and/or behaviors, but its effectiveness has not been deeply explored. In this paper, we develop nudging messages against phishing attacks, using the anchoring effect. We conducted two online surveys and analyzed a total of 5000 participant responses. We observed the anchoring effect in the participants’ perception of people’s probability of being victims. Then, we used questions about this probability as anchoring messages and found that the anchoring techniques increased secure behavior intentions against phishing attacks. In addition, nudging messages that combine the anchoring effect and availability heuristics improved intentions more. Our findings suggest the use of effective nudging messages to increase people’s awareness of attacks.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Acquisti, A., et al.: Nudges for privacy and security: understanding and assisting users’ choices online. ACM Comput. Surv. 50(3), 1–41 (2017)CrossRef Acquisti, A., et al.: Nudges for privacy and security: understanding and assisting users’ choices online. ACM Comput. Surv. 50(3), 1–41 (2017)CrossRef
2.
Zurück zum Zitat Amran, A., Zaaba, Z.F., Singh, M.K.M.: Habituation effects in computer security warning. Inf. Secur. J. Global Perspect. 27(4), 192–204 (2018)CrossRef Amran, A., Zaaba, Z.F., Singh, M.K.M.: Habituation effects in computer security warning. Inf. Secur. J. Global Perspect. 27(4), 192–204 (2018)CrossRef
3.
Zurück zum Zitat Boss, S.R., Galletta, D.F., Lowry, P.B., Moody, G.D., Polak, P.: What do systems users have to fear? Using fear appeals to engender threats and fear that motivate protective security behaviors. MIS Q. 39(4), 837–864 (2015)CrossRef Boss, S.R., Galletta, D.F., Lowry, P.B., Moody, G.D., Polak, P.: What do systems users have to fear? Using fear appeals to engender threats and fear that motivate protective security behaviors. MIS Q. 39(4), 837–864 (2015)CrossRef
4.
Zurück zum Zitat Botetzagias, I., Dima, A.-F., Malesios, C.: Extending the theory of planned behavior in the context of recycling: the role of moral norms and of demographic predictors. Resour. Conserv. Recycl. 95, 58–67 (2015)CrossRef Botetzagias, I., Dima, A.-F., Malesios, C.: Extending the theory of planned behavior in the context of recycling: the role of moral norms and of demographic predictors. Resour. Conserv. Recycl. 95, 58–67 (2015)CrossRef
5.
Zurück zum Zitat Caraban, A., Karapanos, E., Gonçalves, D., Campos, P.: 23 ways to nudge: a review of technology-mediated nudging in human-computer interaction. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, pp. 1–15, New York, NY, USA. Association for Computing Machinery (2019) Caraban, A., Karapanos, E., Gonçalves, D., Campos, P.: 23 ways to nudge: a review of technology-mediated nudging in human-computer interaction. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, pp. 1–15, New York, NY, USA. Association for Computing Machinery (2019)
7.
Zurück zum Zitat Epley, N., Gilovich, T.: Putting adjustment back in the anchoring and adjustment heuristic: differential processing of self-generated and experimenter-provided anchors. Psychol. Sci. 12, 391–396 (2001)CrossRef Epley, N., Gilovich, T.: Putting adjustment back in the anchoring and adjustment heuristic: differential processing of self-generated and experimenter-provided anchors. Psychol. Sci. 12, 391–396 (2001)CrossRef
8.
Zurück zum Zitat Epley, N., Gilovich, T.: When effortful thinking influences judgmental anchoring: differential effects of forewarning and incentives on self-generated and externally provided anchors. J. Behav. Decis. Making 18, 199–212 (2005)CrossRef Epley, N., Gilovich, T.: When effortful thinking influences judgmental anchoring: differential effects of forewarning and incentives on self-generated and externally provided anchors. J. Behav. Decis. Making 18, 199–212 (2005)CrossRef
9.
Zurück zum Zitat Epley, N., Gilovich, T.: The anchoring-and-adjustment heuristic: why the adjustments are insufficient. Psychol. Sci. 17(4), 311–318 (2006). PMID: 16623688CrossRef Epley, N., Gilovich, T.: The anchoring-and-adjustment heuristic: why the adjustments are insufficient. Psychol. Sci. 17(4), 311–318 (2006). PMID: 16623688CrossRef
10.
Zurück zum Zitat Frederick, S., Kahneman, D., Mochon, D.: Elaborating a simpler theory of anchoring. J. Consum. Psychol. 20, 17–19 (2010)CrossRef Frederick, S., Kahneman, D., Mochon, D.: Elaborating a simpler theory of anchoring. J. Consum. Psychol. 20, 17–19 (2010)CrossRef
11.
Zurück zum Zitat Hanley, A.W., Garland, E.L.: Clarity of mind: structural equation modeling of associations between dispositional mindfulness, self-concept clarity and psychological well-being. Personality Individ. Differ. 106, 334–339 (2017)CrossRef Hanley, A.W., Garland, E.L.: Clarity of mind: structural equation modeling of associations between dispositional mindfulness, self-concept clarity and psychological well-being. Personality Individ. Differ. 106, 334–339 (2017)CrossRef
12.
Zurück zum Zitat Hansen, P., Jespersen, A.: Nudge and the manipulation of choice. Eur. J. Risk Regul. 1, 3–28 (2013)CrossRef Hansen, P., Jespersen, A.: Nudge and the manipulation of choice. Eur. J. Risk Regul. 1, 3–28 (2013)CrossRef
13.
Zurück zum Zitat Litze, H., Bentler, P.M.: Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct. Equ. Model. 6(1), 1–55 (1999)CrossRef Litze, H., Bentler, P.M.: Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct. Equ. Model. 6(1), 1–55 (1999)CrossRef
16.
Zurück zum Zitat Kankane, S., DiRusso, C., Buckley, C.: Can we nudge users toward better password management? An initial study. In: Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, CHI EA 2018, pp. 1–6, New York, NY, USA. Association for Computing Machinery (2018) Kankane, S., DiRusso, C., Buckley, C.: Can we nudge users toward better password management? An initial study. In: Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, CHI EA 2018, pp. 1–6, New York, NY, USA. Association for Computing Machinery (2018)
17.
Zurück zum Zitat Liu, K.T., Kueh, Y.C., Arifin, W.N., Kim, Y., Kuan, G.: Application of transtheoretical model on behavioral changes, and amount of physical activity among university’s students. Front. Psychol. 9, 1–8 (2018)CrossRef Liu, K.T., Kueh, Y.C., Arifin, W.N., Kim, Y., Kuan, G.: Application of transtheoretical model on behavioral changes, and amount of physical activity among university’s students. Front. Psychol. 9, 1–8 (2018)CrossRef
18.
Zurück zum Zitat Masaki, H., Shibata, K., Hoshino, S., Ishihama, T., Saito, N., Yatani, K.: Exploring nudge designs to help adolescent SNS users avoid privacy and safety threats. In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, CHI 2020, pp. 1–11, New York, NY, USA. Association for Computing Machinery (2020) Masaki, H., Shibata, K., Hoshino, S., Ishihama, T., Saito, N., Yatani, K.: Exploring nudge designs to help adolescent SNS users avoid privacy and safety threats. In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, CHI 2020, pp. 1–11, New York, NY, USA. Association for Computing Machinery (2020)
19.
Zurück zum Zitat Meshcheryakov, G., Igolkina, A.A., Samsonova, M.G.: semopy 2: a structural equation modeling package with random effects in Python. arXiv, abs/2106.01140 (2021) Meshcheryakov, G., Igolkina, A.A., Samsonova, M.G.: semopy 2: a structural equation modeling package with random effects in Python. arXiv, abs/2106.01140 (2021)
20.
Zurück zum Zitat Mirhashem, R., Allen, H.C., Adams, Z.W., van Stolk-Cooke, K., Legrand, A., Price, M.: The intervening role of urgency on the association between childhood maltreatment, PTSD, and substance-related problems. Addict. Behav. 69, 98–103 (2017)CrossRef Mirhashem, R., Allen, H.C., Adams, Z.W., van Stolk-Cooke, K., Legrand, A., Price, M.: The intervening role of urgency on the association between childhood maltreatment, PTSD, and substance-related problems. Addict. Behav. 69, 98–103 (2017)CrossRef
21.
Zurück zum Zitat Netemeyer, R.G., Bearden, W.O., Sharma, S.: Scaling Procedures: Issues and Applications. Sage Publications, London (2003) Netemeyer, R.G., Bearden, W.O., Sharma, S.: Scaling Procedures: Issues and Applications. Sage Publications, London (2003)
23.
Zurück zum Zitat Onuki, Y., Honda, H., Ueda, K.: What stimuli are necessary for anchoring effects to occur? Front. Psychol. 12, 1–10 (2021)CrossRef Onuki, Y., Honda, H., Ueda, K.: What stimuli are necessary for anchoring effects to occur? Front. Psychol. 12, 1–10 (2021)CrossRef
25.
Zurück zum Zitat Rogers, R., Prentice-Dunn, S.: Protection motivation theory. Phys. Rev. Lett. 1 (1997) Rogers, R., Prentice-Dunn, S.: Protection motivation theory. Phys. Rev. Lett. 1 (1997)
26.
Zurück zum Zitat Rogers, R.W.: A protection motivation theory of fear appeals and attitude change1. J. Psychol. 91(1), 93–114 (1975). PMID: 28136248CrossRef Rogers, R.W.: A protection motivation theory of fear appeals and attitude change1. J. Psychol. 91(1), 93–114 (1975). PMID: 28136248CrossRef
27.
Zurück zum Zitat Sakakibara, H., Uramoto, S.: Empirical analysis of the reference point effect in residential choices under the risk of slope disasters. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 004112–004117 (2016) Sakakibara, H., Uramoto, S.: Empirical analysis of the reference point effect in residential choices under the risk of slope disasters. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 004112–004117 (2016)
28.
Zurück zum Zitat Sawaya, Y., Sharif, M., Christin, N., Kubota, A., Nakarai, A., Yamada, A.: Self-confidence trumps knowledge: a cross-cultural study of security behavior. In: Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, CHI 2017, pp. 2202–2214, New York, NY, USA. Association for Computing Machinery (2017) Sawaya, Y., Sharif, M., Christin, N., Kubota, A., Nakarai, A., Yamada, A.: Self-confidence trumps knowledge: a cross-cultural study of security behavior. In: Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, CHI 2017, pp. 2202–2214, New York, NY, USA. Association for Computing Machinery (2017)
29.
Zurück zum Zitat Sharma, K., Zhan, X., Nah, F.F.-H., Siau, K., Cheng, M.X.: Impact of digital nudging on information security behavior: an experimental study on framing and priming in cybersecurity. Organ. Cybersecur. J. Pract. Process People 1(1), 69–91 (2021). Research Unit(s) information for this publication is provided by the author(s) concerned Sharma, K., Zhan, X., Nah, F.F.-H., Siau, K., Cheng, M.X.: Impact of digital nudging on information security behavior: an experimental study on framing and priming in cybersecurity. Organ. Cybersecur. J. Pract. Process People 1(1), 69–91 (2021). Research Unit(s) information for this publication is provided by the author(s) concerned
30.
Zurück zum Zitat Stockley, R., et al.: Phase II study of a neutrophil elastase inhibitor (AZD9668) in patients with bronchiectasis. Respir. Med. 107(4), 524–533 (2013)CrossRef Stockley, R., et al.: Phase II study of a neutrophil elastase inhibitor (AZD9668) in patients with bronchiectasis. Respir. Med. 107(4), 524–533 (2013)CrossRef
31.
Zurück zum Zitat Story, P., Smullen, D., Acquisti, A., Cranor, L.F., Sadeh, N., Schaub, F.: From intent to action: nudging users towards secure mobile payments. In: Sixteenth Symposium on Usable Privacy and Security (SOUPS 2020), pp. 379–415. USENIX Association, August 2020 Story, P., Smullen, D., Acquisti, A., Cranor, L.F., Sadeh, N., Schaub, F.: From intent to action: nudging users towards secure mobile payments. In: Sixteenth Symposium on Usable Privacy and Security (SOUPS 2020), pp. 379–415. USENIX Association, August 2020
32.
Zurück zum Zitat Story, P., et al.: Increasing adoption of tor browser using informational and planning nudges. Proc. Priv. Enhancing Technol. 2022(04), 152–183 (2022) Story, P., et al.: Increasing adoption of tor browser using informational and planning nudges. Proc. Priv. Enhancing Technol. 2022(04), 152–183 (2022)
33.
Zurück zum Zitat Sugden, R., Zheng, J., Zizzo, D.J.: Not all anchors are created equal. J. Econ. Psychol. 39, 21–31 (2013)CrossRef Sugden, R., Zheng, J., Zizzo, D.J.: Not all anchors are created equal. J. Econ. Psychol. 39, 21–31 (2013)CrossRef
34.
Zurück zum Zitat Tanaka, Y., Inuzuka, M., Arai, H., Takahashi, Y., Kukita, M., Inui, K.: Who does not benefit from fact-checking websites? A psychological characteristic predicts the selective avoidance of clicking uncongenial facts. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, New York, NY, USA. Association for Computing Machinery (2023) Tanaka, Y., Inuzuka, M., Arai, H., Takahashi, Y., Kukita, M., Inui, K.: Who does not benefit from fact-checking websites? A psychological characteristic predicts the selective avoidance of clicking uncongenial facts. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, New York, NY, USA. Association for Computing Machinery (2023)
35.
Zurück zum Zitat Thaler, R.H., Sunstein, C.R.: Nudge. Yale University Press, New Haven, CT and London (2008) Thaler, R.H., Sunstein, C.R.: Nudge. Yale University Press, New Haven, CT and London (2008)
36.
Zurück zum Zitat Tversky, A., Kahneman, D.: Availability: a heuristic for judging frequency and probability. Cogn. Psychol. 5(2), 207–232 (1973)CrossRef Tversky, A., Kahneman, D.: Availability: a heuristic for judging frequency and probability. Cogn. Psychol. 5(2), 207–232 (1973)CrossRef
37.
Zurück zum Zitat Zhang, B., Xu, H.: Privacy nudges for mobile applications: effects on the creepiness emotion and privacy attitudes. In: Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, CSCW 2016, pp. 1676–1690, New York, NY, USA. Association for Computing Machinery (2016) Zhang, B., Xu, H.: Privacy nudges for mobile applications: effects on the creepiness emotion and privacy attitudes. In: Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, CSCW 2016, pp. 1676–1690, New York, NY, USA. Association for Computing Machinery (2016)
Metadaten
Titel
Does the Anchoring Effect Influence Individuals’ Anti-phishing Behavior Intentions?
verfasst von
Yukiko Sawaya
Ayane Sano
Takamasa Isohara
Akira Yamada
Ayako Komatsu
Copyright-Jahr
2024
DOI
https://doi.org/10.1007/978-3-031-57537-2_9

Premium Partner