Proceedings Abstracts of the Twenty-Fifth International Joint Conference on Artificial Intelligence

Welfare Effects of Market Making in Continuous Double Auctions: Extended Abstract / 4218
Elaine Wah, Mason Wright, Michael P. Wellman

We investigate the effects of market making on market performance, focusing on allocative efficiency as well as gains from trade accrued by background traders. We employ empirical simulation-based methods to evaluate heuristic strategies for market makers as well as background investors in a variety of complex trading environments. Our market model incorporates private and common valuation elements, with dynamic fundamental value and asymmetric information. In this context, we compare the surplus achieved by background traders in strategic equilibrium, with and without a market maker. Our findings indicate that the presence of the market maker strongly tends to increase total welfare across a variety of environments. Market-maker profit may or may not exceed the welfare gain, thus the effect on background-investor surplus is ambiguous. We find that market making tends to benefit investors in relatively thin markets, and situations where background traders are impatient, due to limited trading opportunities. Introducing additional market makers increases these benefits, as competition drives market makers to provide liquidity at lower price spreads.