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One size does not fit all: Young retail investors’ initial trust in financial robo-advisors

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  • Nourallah, Mustafa

Abstract

Financial robo-advisors (FRAs) are a cutting-edge financial technology offering automated services that relies on artificial intelligence. However, few studies have investigated how young retail investors (YRIs) build trust in FRAs. Another neglected area is whether FRAs’ universal (“one-size-fit-all”) model will succeed or should take account of cultural dimensions. Based on the initial trust perspective and the unified theory of acceptance and use of technology, this study develops a conceptual model of YRIs’ initial trust in FRAs, testing it in two countries from different parts of the world, i.e., Malaysia and Sweden. The results indicate that trust propensity, performance expectancy, and hedonic motivation address initial trust in FRAs, which in turn drives behavioural intention to use this technology. Although most results are similar in the two countries, there are indications of cultural differences regarding what influences YRIs’ initial trust in FRAs.

Suggested Citation

  • Nourallah, Mustafa, 2023. "One size does not fit all: Young retail investors’ initial trust in financial robo-advisors," Journal of Business Research, Elsevier, vol. 156(C).
  • Handle: RePEc:eee:jbrese:v:156:y:2023:i:c:s0148296322009353
    DOI: 10.1016/j.jbusres.2022.113470
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    1. Dowling, Michael & O’Gorman, Colm & Puncheva, Petya & Vanwalleghem, Dieter, 2019. "Trust and SME attitudes towards equity financing across Europe," Journal of World Business, Elsevier, vol. 54(6), pages 1-1.
    2. Lu, Weijie & Niu, Geng & Zhou, Yang, 2021. "Individualism and financial inclusion," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 268-288.
    3. Francesco D’Acunto & Nagpurnanand Prabhala & Alberto G Rossi, 2019. "The Promises and Pitfalls of Robo-Advising," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1983-2020.
    4. Bhatia, Ankita & Chandani, Arti & Chhateja, Jagriti, 2020. "Robo advisory and its potential in addressing the behavioral biases of investors — A qualitative study in Indian context," Journal of Behavioral and Experimental Finance, Elsevier, vol. 25(C).
    5. Lenard Huff & Lane Kelley, 2003. "Levels of Organizational Trust in Individualist Versus Collectivist Societies: A Seven-Nation Study," Organization Science, INFORMS, vol. 14(1), pages 81-90, February.
    6. Falko Fecht & Andreas Hackethal & Yigitcan Karabulut, 2018. "Is Proprietary Trading Detrimental to Retail Investors?," Journal of Finance, American Finance Association, vol. 73(3), pages 1323-1361, June.
    7. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    8. Tao Zhou & Yaobin Lu & Bin Wang, 2016. "Examining online consumers’ initial trust building from an elaboration likelihood model perspective," Information Systems Frontiers, Springer, vol. 18(2), pages 265-275, April.
    9. Viswanath Venkatesh & James Y. L. Thong & Frank K. Y. Chan & Paul J. H. Hu, 2016. "Managing Citizens’ Uncertainty in E-Government Services: The Mediating and Moderating Roles of Transparency and Trust," Information Systems Research, INFORMS, vol. 27(1), pages 87-111, March.
    10. Utpal Bhattacharya & Andreas Hackethal & Simon Kaesler & Benjamin Loos & Steffen Meyer, 2012. "Is Unbiased Financial Advice to Retail Investors Sufficient? Answers from a Large Field Study," Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 975-1032.
    11. Hackethal, Andreas & Haliassos, Michael & Jappelli, Tullio, 2012. "Financial advisors: A case of babysitters?," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 509-524.
    12. Ivy Munoko & Helen L. Brown-Liburd & Miklos Vasarhelyi, 2020. "The Ethical Implications of Using Artificial Intelligence in Auditing," Journal of Business Ethics, Springer, vol. 167(2), pages 209-234, November.
    13. Brenner, Lukas & Meyll, Tobias, 2020. "Robo-advisors: A substitute for human financial advice?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 25(C).
    14. Ivo Welch, 2022. "The Wisdom of the Robinhood Crowd," Journal of Finance, American Finance Association, vol. 77(3), pages 1489-1527, June.
    15. Margulis, Anna & Boeck, Harold & Laroche, Michel, 2020. "Connecting with consumers using ubiquitous technology: A new model to forecast consumer reaction," Journal of Business Research, Elsevier, vol. 121(C), pages 448-460.
    16. Mikhail Beketov & Kevin Lehmann & Manuel Wittke, 2018. "Robo Advisors: quantitative methods inside the robots," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 363-370, October.
    17. Dominik Jung & Verena Dorner & Christof Weinhardt & Hakan Pusmaz, 2018. "Designing a robo-advisor for risk-averse, low-budget consumers," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 367-380, August.
    18. Monecke, Armin & Leisch, Friedrich, 2012. "semPLS: Structural Equation Modeling Using Partial Least Squares," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i03).
    19. Michael Dowling & Colm O’gorman & Petya Puncheva-Michelotti & Dieter Vanwalleghem, 2019. "Trust and SME attitudes towards equity financing across Europe," Post-Print hal-02194484, HAL.
    20. Vaithilingam, Santha & Nair, Mahendhiran & Macharia, Mary & Venkatesh, Viswanath, 2022. "Mobile communication and use behavior of the urban poor in a developing country: A field study in Malaysia," International Journal of Information Management, Elsevier, vol. 63(C).
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