33 Citations
- Demo Clarke
- 2020
Business, Law
Robo-advisor is a product of the current wave of digitalization. This phenomenon is referred to as the 4th industrial revolution based on the implementation of artificial intelligence and robotics.…
- 7
- Milo BianchiM. Brière
- 2020
Economics, Business
SSRN Electronic Journal
We study the effects of robo-advising on investors' attention, trading, and performance on a large set of Employees Saving Plans covering a representative sample of French employees. We find that…
- 6
- PDF
- A. CapponiSveinn ÓlafssonT. Zariphopoulou
- 2022
Business, Computer Science
Manag. Sci.
A novel framework in which a robo-advisor interacts with a client to solve an adaptive mean-variance portfolio optimization problem is introduced and it is argued that the optimal portfolio’s Sharpe ratio and return distribution improve if the robos counters the clients’ tendency to reduce market exposure during economic contractions when the market risk-return tradeoff is more favorable.
- 30 [PDF]
- Milo BianchiM. Brière
- 2021
Computer Science, Business
SSRN Electronic Journal
How robo-advice could potentially address some fundamental problems in investors’ decision making as well as in traditional financial advice and how new forms of AI applied to financial services would benefit from importing insights from economics and psychology to design effective human/robot interaction.
- 7
- Vincent Skiera
- 2021
Economics, Business
Digitalization and artificial intelligence significantly increased the availability of many financial services beyond the few high-net-worth individuals and made them available to many investors. One…
- PDF
- Thomas HoltfortA. HorschJ. Schwarz
- 2022
Business, Computer Science
Risk Governance and Control: Financial Markets…
Analysis of the development of robo-advisory on a global scale from an evolutionary point of view, focusing on the variety of methods applied by the advisors and the factors influencing their performance between 2018 and 2021 by regression analysis, shows that modern portfolio theory remains the primary framework used by roba-advisors.
- PDF
- Milo Bianchi
- 2021
Economics, Business
Milo BIANCHI Toulouse School of Economics, TSM, and IUF, University of Toulouse Capitole [email protected] Marie BRIÈRE Amundi Research Paris Dauphine University, Université Libre de Bruxelles…
- PDF
- D. Piehlmaier
- 2022
Economics, Business
Financial Innovation
The study proposes a theoretical framework that combines the divergence of opinion hypothesis with consumer behavior insights and information technology diffusion research and results show that in a pre-chasm market, overconfident investors have a significantly higher propensity of adopting robo-advice.
- 9
- Highly Influenced
- PDF
- İsmail Canöz
- 2021
Business, Economics
The results indicate that the number of robo-advisor users, assets under management amount, and the penetration rate increased even in 2020, as covered by the Covid-19 pandemic, and assets under Management amount per person decreased.
- M F AnshariM. AlmunawarMasairol Masri
- 2022
Business, Computer Science
Journal of Risk and Financial Management
The concept of digital twin (DT) as the next frontier of robo-advisor as a new wave of intelligent financial advisors in supporting the personalisation and customisation of financial technology (FinTech) services and management is assessed.
- 16
- Highly Influenced[PDF]
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23 References
- A. VukovicL. Bjerknes
- 2017
Business, Economics
The predominant robo-advisor model is investigated, uncovering that however novel this solution might be, it also relies religiously on imperative contributions to modern portfolio theory that have been made in the past half a century.
- 9
- K. PhoonFrancis Koh
- 2017
Business, Economics
The postulation that RAs have an edge over traditional wealth managers is examined, which is expected to respond by providing new and improved customized and integrated services at competitive fees.
- 69
- PDF
- Melanie L. Fein
- 2015
Business, Economics
Robo-advisors have been touted by the Department of Labor as a source of investment advice that can benefit retirement investors by minimizing costs and avoiding conflicts of interest. On the other…
- 73
- 2017
Business, Economics
In the US, robo-advisor start-ups’ AuM saw an 8-fold increase in recent years on the back of some retirement savings shifting to robo-advisor accounts. European robo-advisors’ AuM is only some 5-6%…
- 33
- Francesco D’Ac*ntoN. PrabhalaAlberto G. Rossi
- 2019
Economics, Business
The Review of Financial Studies
We study a robo-advising portfolio optimizer that constructs tailored strategies based on in- vestors’ holdings and preferences. Adopters are similar to non-adopters in terms of demographics, but…
- 220
- PDF
- 2021
Law
Fintech Regulation in China
This study analyses if and to what extent the current EU legal framework provides effective investor protection for customers of robo-advisors. It puts emphasis on structural conflicts of interests,…
- 5
- PDF
- 2015
Business, Computer Science
The view is that the emergence of digital entrants into the wealth management space will indeed change the industry in several ways and ultimately benefit new and existing investors alike by providing better and more affordable products and services through an improved client experience.
- 26
- Highly Influential
- PDF
- Elisabeth Gerver
- 1986
Computer Science, Education
The possibilities offered by computer power for increasing the choices available to people and communities are overshadowed by the economically and socially divisive effects of computers where they are introduced into a competitive world.
- 73
- Harry M. Markowitz
- 1971
Computer Science, Economics
This book applies modern techniques of analysis and computation to find combinations of securities that best meet the needs of private or institutional investors.
- 9,416
- PDF
- 2017
Business, Computer Science
The challenges and opportunities that financial technology innovations present for banks in emerging market economies are explored, and a viable digital alternative to traditional banks is offered.
- 27
- PDF
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