Bonus structures and bubble formation in experimental asset markets

In this study, we examine how different tournament-style bonus structures influence asset bubbles in experimental markets. We compare two structures: one that rewards a broad group of traders (“Bonus for Most”) and another that rewards only a few top performers (“Bonus for Few”). The findings indicate that the Bonus for Most structure is more likely to exacerbate bubble formation when traders gain experience. Under this structure, traders are more inclined to buy overpriced assets, not to improve long-term performance, but to boost short-term portfolio values and increase their chances of earning a bonus. This behavior, referred to as strategic asset accumulation, is less common under Bonus for Few, which offers lower opportunities for such manipulation-driven rewards. These findings demonstrate how short-term tournament incentives can unintentionally amplify price distortions, underscoring the importance of thoughtful incentive design in supporting market efficiency and stability.

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Publication Details

Journal
Journal of Behavioral and Experimental Finance
Published
2026-01-26
DOI
https://doi.org/10.1016/j.jbef.2026.101147
Primary Topic
Experimental Behavioral Economics Studies
Type
article
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article

Bonus structures and bubble formation in experimental asset markets

Yukihiko Funaki, X. Wang
Journal of Behavioral and Experimental Finance
Experimental Behavioral Economics Studies
article

Bonus structures and bubble formation in experimental asset markets

Yukihiko Funaki, X. Wang
article en

Abstract

In this study, we examine how different tournament-style bonus structures influence asset bubbles in experimental markets. We compare two structures: one that rewards a broad group of traders (“Bonus for Most”) and another that rewards only a few top performers (“Bonus for Few”). The findings indicate that the Bonus for Most structure is more likely to exacerbate bubble formation when traders gain experience. Under this structure, traders are more inclined to buy overpriced assets, not to improve long-term performance, but to boost short-term portfolio values and increase their chances of earning a bonus. This behavior, referred to as strategic asset accumulation, is less common under Bonus for Few, which offers lower opportunities for such manipulation-driven rewards. These findings demonstrate how short-term tournament incentives can unintentionally amplify price distortions, underscoring the importance of thoughtful incentive design in supporting market efficiency and stability.

Journal of Behavioral and Experimental FinanceVol. 49
Waseda University (JP)
Decent work and economic growth
Openalex Percentile: Top 79%
Experimental Behavioral Economics Studies
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Bonus structures and bubble formation in experimental asset markets — Yukihiko Funaki, X. Wang · Journal of Behavioral and Experimental Finance (2026) | TGRS Research Map | TGRS