Skip to main content

2022 | OriginalPaper | Buchkapitel

‘Try this Because’: The Effect of Positive Framing in Robo-Advisors

verfasst von : Eunseong Kim, Jeongyun Heo, Jieun Lee

Erschienen in: [ ] With Design: Reinventing Design Modes

Verlag: Springer Nature Singapore

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

search-config
loading …

Abstract

We compared the effectiveness of quantitatively providing the result (profit or loss) that users can achieve through investment advice provided by robo-advisor based on attribute framing theory. The main factors considered while evaluating them were the transparency of the system and the understandability and acceptance of investment advisory information. Researchers in related fields emphasise the importance of improving transparency in artificial intelligence decision-making algorithms and information asymmetry in financial advice to increase customers’ acceptance of robo-advisor. The financial information provided by robo-advisor can be difficult for customers to understand, which negatively impacts their willingness to use the system. Positive framing, which takes into account the user experience by providing clear meanings and concise sentence composition, contributes to effective message design. The results suggest that providing a positive expectation for advice acceptance (i.e. quantitative representation) has a positive impact on improving transparency and mitigating information asymmetry in decision-making systems.

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
Zurück zum Zitat Rühr, A.: Robo-advisor configuration: an investigation of user preferences and the performance-control dilemma. In: ECIS (2020) Rühr, A.: Robo-advisor configuration: an investigation of user preferences and the performance-control dilemma. In: ECIS (2020)
Zurück zum Zitat Ruf, C., Back, A., Burkhardt, M.: Mobile first auch in Beratungsprozessen des private banking? Entwicklung und Validierung einer iPad-Applikation, Multikonferenz Wirtschaftsinformatik, pp. 955–966 (2016) Ruf, C., Back, A., Burkhardt, M.: Mobile first auch in Beratungsprozessen des private banking? Entwicklung und Validierung einer iPad-Applikation, Multikonferenz Wirtschaftsinformatik, pp. 955–966 (2016)
Zurück zum Zitat Rubel, A.: The Black Box Society: The Secret Algorithms that Control Money and Information. Harvard University Press, Cambridge (2016). Bus. Ethics Q. 26(4), 568–571 Rubel, A.: The Black Box Society: The Secret Algorithms that Control Money and Information. Harvard University Press, Cambridge (2016). Bus. Ethics Q. 26(4), 568–571
Zurück zum Zitat Chen, J.Y., Procci, K., Boyce, M., Wright, J., Garcia, A., Barnes, M.: Situation awareness-based agent transparency. In: Army Research Lab Aberdeen Proving Ground MD Human Research and Engineering Directorate (2014). https://doi.org/10.21236/ada600351 Chen, J.Y., Procci, K., Boyce, M., Wright, J., Garcia, A., Barnes, M.: Situation awareness-based agent transparency. In: Army Research Lab Aberdeen Proving Ground MD Human Research and Engineering Directorate (2014). https://​doi.​org/​10.​21236/​ada600351
Zurück zum Zitat Hesslow, G.: The problem of causal selection. In: Contemporary Science and Natural Explanation: Commonsense Conceptions of Causality, pp. 11–32 (1988) Hesslow, G.: The problem of causal selection. In: Contemporary Science and Natural Explanation: Commonsense Conceptions of Causality, pp. 11–32 (1988)
Zurück zum Zitat Nussbaumer, P., Matter, I.: What you see is what you (Can) get? Designing for process transparency in financial advisory encounters. In: Campos, P., Graham, N., Jorge, J., Nunes, N., Palanque, P., Winckler, M. (eds.) INTERACT 2011. LNCS, vol. 6946, pp. 277–294. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-23774-4_24CrossRef Nussbaumer, P., Matter, I.: What you see is what you (Can) get? Designing for process transparency in financial advisory encounters. In: Campos, P., Graham, N., Jorge, J., Nunes, N., Palanque, P., Winckler, M. (eds.) INTERACT 2011. LNCS, vol. 6946, pp. 277–294. Springer, Heidelberg (2011). https://​doi.​org/​10.​1007/​978-3-642-23774-4_​24CrossRef
Zurück zum Zitat Tsvetkov, V.Y.: Information interaction as a mechanism of semantic gap elimination. Eur. Researcher 782–786 (2013) Tsvetkov, V.Y.: Information interaction as a mechanism of semantic gap elimination. Eur. Researcher 782–786 (2013)
Zurück zum Zitat Dunk, A.S.: The effect of budget emphasis and information asymmetry on the relation between budgetary participation and slack. Account. Rev. 68, 400–410 (1993) Dunk, A.S.: The effect of budget emphasis and information asymmetry on the relation between budgetary participation and slack. Account. Rev. 68, 400–410 (1993)
Zurück zum Zitat Aboody, D., Lev, B.: Information asymmetry, R&D, and insider gains. J. Financ. 55(6), 2747–2766 (2000)CrossRef Aboody, D., Lev, B.: Information asymmetry, R&D, and insider gains. J. Financ. 55(6), 2747–2766 (2000)CrossRef
Zurück zum Zitat Kilic, M., Heinrich, P., Schwabe, G.: Coercing into completeness in financial advisory service encounters. In: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 1324–1335 (2015). https://doi.org/10.1145/2675133.2675289 Kilic, M., Heinrich, P., Schwabe, G.: Coercing into completeness in financial advisory service encounters. In: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 1324–1335 (2015). https://​doi.​org/​10.​1145/​2675133.​2675289
Zurück zum Zitat Marsh, J.: The Composite Persuasion (2012) Marsh, J.: The Composite Persuasion (2012)
Zurück zum Zitat Salo, M., Haapio, H.: Robo-advisors and investors: enhancing human-robot interaction through information design. In: Trends and Communities of Legal Informatics, Proceedings of the 20th International Legal Informatics Symposium IRIS, pp. 441–448 (2017). https://doi.org/10.2139/ssrn.2937821 Salo, M., Haapio, H.: Robo-advisors and investors: enhancing human-robot interaction through information design. In: Trends and Communities of Legal Informatics, Proceedings of the 20th International Legal Informatics Symposium IRIS, pp. 441–448 (2017). https://​doi.​org/​10.​2139/​ssrn.​2937821
Zurück zum Zitat Ben David, D., Resheff, Y.S., Tron, T.: Explainable AI and adoption of financial algorithmic advisors: an experimental study. In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, pp. 390–400 (2021) Ben David, D., Resheff, Y.S., Tron, T.: Explainable AI and adoption of financial algorithmic advisors: an experimental study. In: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, pp. 390–400 (2021)
Zurück zum Zitat Marsh, B.A.: Examining the personal finance attitudes, behaviors, and knowledge levels of first-year and senior students at Baptist universities in the state of Texas, Ph.D. dissertation, Bowling Green State University (2006) Marsh, B.A.: Examining the personal finance attitudes, behaviors, and knowledge levels of first-year and senior students at Baptist universities in the state of Texas, Ph.D. dissertation, Bowling Green State University (2006)
Metadaten
Titel
‘Try this Because’: The Effect of Positive Framing in Robo-Advisors
verfasst von
Eunseong Kim
Jeongyun Heo
Jieun Lee
Copyright-Jahr
2022
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-4472-7_189