Gustavo Adolfo Mota Salinas
Gustavo Adolfo Mota Salinas

Smart Advice? A Case-Based Analysis of Robo-Advisory Efficiency

Smart Advice? A Case-Based Analysis of Robo-Advisory Efficiency

27/08/2025

FinTech;Portfolio management;Robo-advisors

11:00

-

11:30

This study examines the effects of bot-generated social media content on stock market behavior. We examine whether bots amplify or suppress the impact of social media on trading activity and returns. Using data from Twitter (now X), covering 2019 to 2022, we construct measures capturing the likelihood of bot activity in posts mentioning well-known stocks using cashtags. Our findings show that bot activity reduces the impact of social media on both trading volume and returns. Our results imply that investors have the ability to distinguish between genuine and automated activity on social media and that genuine activity is perceived as a more reliable source of financial information.

This study examines the effects of bot-generated social media content on stock market behavior. We examine whether bots amplify or suppress the impact of social media on trading activity and returns. Using data from Twitter (now X), covering 2019 to 2022, we construct measures capturing the likelihood of bot activity in posts mentioning well-known stocks using cashtags. Our findings show that bot activity reduces the impact of social media on both trading volume and returns. Our results imply that investors have the ability to distinguish between genuine and automated activity on social media and that genuine activity is perceived as a more reliable source of financial information.

Antonio Gargano
Keynote: "Lessons from fintech-academic collaborations"
25-27 August 2025

25/08/2025

Antonio Gargano

Keynote
Antonio Gargano
Keynote: "Lessons from fintech-academic collaborations"
25-27 August 2025

25/08/2025

Antonio Gargano

Keynote
Emilia Bunea
Keynote: "Leadership for finance professionals: A CEO-turned-leadership-scholar perspective"
25-27 August 2025

25/08/2025

Emilia Bunea

Keynote
Emilia Bunea
Keynote: "Leadership for finance professionals: A CEO-turned-leadership-scholar perspective"
25-27 August 2025

25/08/2025

Emilia Bunea

Keynote
Allan Mendelowitz
Keynote: "The promise of digital finance: Greater transparency, enhanced efficiency, and more effective and less burdensome regulation"
25-27 August 2025

26/08/2025

Allan Mendelowitz

Keynote
Allan Mendelowitz
Keynote: "The promise of digital finance: Greater transparency, enhanced efficiency, and more effective and less burdensome regulation"
25-27 August 2025

26/08/2025

Allan Mendelowitz

Keynote
Albert Menkveld
Keynote: "What we can learn today about the markets of tomorrow: Crypto, crashes and credible research"
25-27 August 2025

27/08/2025

Albert Menkveld

Keynote
Albert Menkveld
Keynote: "What we can learn today about the markets of tomorrow: Crypto, crashes and credible research"
25-27 August 2025

27/08/2025

Albert Menkveld

Keynote