Behavioural finance in an era of artificial intelligence: Longitudinal case study of robo-advisors in investment decisions

Manchuna Shanmuganathan

Journal of Behavioral and Experimental Finance, 2020, vol. 27, issue C

Abstract: This study focuses on the actual and potential implications of artificial intelligence (AI) based applications and technical issues that are related to behavioural finance. However, there have being an enormous growth in the field of AI-based application within the financial services industry, especially in behavioural finance. This paper addresses the recent developments in AI applications related to algorithms in financial advisory services. Its performance through a theoretical framework based learning model in the financial context, which are effective in producing reliable portfolios based on investors’ behaviour and known as robo-advising. In recent years, the traditional financial services have been replaced by robo-advisors in wealth management industry due to new generation of clients who have the technical know-how of the digital technologies, prefer to have active and ongoing control over their investments while relying on the information from multiple (mainly on-line) sources. Currently, robo-advisors are recognized as most disruptive trend in asset and wealth management. Thus, a robo-advisor can be defined in an automated investment platform which utilizes​ quantitative algorithms to manage investors’ portfolios along with easily accessible to customers through on-line. This paper provides a longitudinal case study based on robo-advisors and behavioural financial decision-making process by investors, because the notion that those behavioural financial decisions are important for successful execution of a customer’s financial portfolios.

Keywords: Artificial Intelligence (AI); Robo-advisors and financial services (search for similar items in EconPapers)
Date: 2020
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (21)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S221463501930214X

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:beexfi:v:27:y:2020:i:c:s221463501930214x

DOI: 10.1016/j.jbef.2020.100297

Access Statistics for this article

Journal of Behavioral and Experimental Finance is currently edited by Michael Dowling and Jürgen Huber

More articles in Journal of Behavioral and Experimental Finance from Elsevier
Bibliographic data for series maintained by Catherine Liu ().