Bianchi, Milo
ORCID: https://orcid.org/0000-0003-4346-3147 and Brière, Marie
(2026)
Human-Robot Interactions in Investment Decisions.
Management Science, vol. 72 (n° 1).
pp. 14-31.
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Abstract
We study the introduction of robo-advising on a large set of Employee Saving Plans. Differently from many services that fully automate portfolio decisions, our robo-advisor proposes investment and rebalancing strategies, leaving investors free to follow or ignore them. The resulting human-robot interactions occur both at the time of the subscription and over time, as the robot sends alerts when the investor’s portfolio gets too far from the target allocation. We show that the robo-service is associated with an increase in investors’ attention and trading activities. Following the robot’s alerts, investors change their rebalancing behaviors so as to stay closer to their target allocation, which results in larger portfolio returns. Counterfactual returns induced by automatic rebalancing by the robot would be only slightly higher, suggesting that on average the financial cost of letting investors retain control is not large.
| Item Type: | Article |
|---|---|
| Language: | English |
| Date: | January 2026 |
| Refereed: | Yes |
| Uncontrolled Keywords: | Robo-Advising, Human-robot Interaction, Financial Inclusion, Portfolio Dynamics, Long-Term Investment |
| JEL Classification: | D14 - Personal Finance G11 - Portfolio Choice; Investment Decisions G23 - Pension Funds; Other Private Financial Institutions |
| Subjects: | B- ECONOMIE ET FINANCE |
| Divisions: | TSE-R (Toulouse) |
| Site: | UT1 |
| Date Deposited: | 04 Feb 2026 07:58 |
| Last Modified: | 04 Feb 2026 08:32 |
| OAI Identifier: | oai:tse-fr.eu:129293 |
| URI: | https://publications.ut-capitole.fr/id/eprint/49308 |
Available Versions of this Item
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Human-Robot Interactions in Investment Decisions. (deposited 21 Sep 2021 07:28)
- Human-Robot Interactions in Investment Decisions. (deposited 04 Feb 2026 07:58) [Currently Displayed]

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