What makes HFTs tick? Tick size changes and information advantage in a market with fast and slow traders

A. Chaboud, Avery Dao, Clara Vega
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引用次数: 5

Abstract

We study the impact that two trading rule changes in the interdealer spot foreign exchange market, a reduction in the "tick size'' and a subsequent increase, had on the trading behavior of various types of market participants. We find that the most notable impact of the tick size reduction was a substantial increase in the liquidity demand of high-frequency traders (HFTs), not the decrease in their liquidity provision predicted by recent literature. We show that this change in behavior was linked to the richer information environment that arose after the tick size reduction and to the ability of faster traders to exploit it. Following the tick size decrease, and owing importantly to the increase in liquidity consumption by HFTs, the role of the spot market in price discovery dropped relative to that of the futures market. This points to the need for a balanced market ecology in financial markets where fast and slow traders coexist.
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高频交易的原因是什么?在一个有快速和缓慢交易者的市场中,交易量变化和信息优势
本文研究了交易商间现货外汇市场交易规则的两种变化,即“价差大小”的减小和随后的增加,对不同类型市场参与者的交易行为的影响。我们发现,最显著的影响是波动幅度的减少是高频交易者(hft)流动性需求的大幅增加,而不是最近文献预测的流动性供应的减少。我们的研究表明,这种行为的变化与滴答大小缩小后出现的更丰富的信息环境以及更快的交易者利用它的能力有关。随着交易量的减少,以及由于高频交易者流动性消耗的增加,现货市场在价格发现方面的作用相对于期货市场有所下降。这表明金融市场需要一个平衡的市场生态,快速和缓慢的交易者共存。
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