Tom Kingsley, Head of Execution APAC and Gary Stone, Chief Strategy Officer, Bloomberg Tradebook look at the link between increasing institutional ETF use and closing auction volume.
Bloomberg Tradebook’s quantitative research group found, not surprisingly, that although closing auction liquidity growth is affecting the majority of stocks, its impact is uneven. Because closing auction information is not readily apparent, traders need analytics to bring insights to the surface to help them make statistically guided and better decisions.
Deeper closing auction liquidity has several implications for popular trading strategies. For example, prior to the closing auction becoming a significant part of the ADV, a VWAP strategy could ignore it because the closing auction would have minimal impact on the average. Now, algorithms have to interact or at least provide the trader with the option of including the closing auction in the strategy’s volume profile.
Additionally, traders and portfolio managers may want to participate in close because the liquidity event could offer an opportunity to pick up size. Asia’s closing auctions, however, are not straightforward and are difficult to trade. Auction buildups are volatile and unpredictable. Prices and volumes change throughout an auction, thus predicting the uncrossing price becomes difficult. Many of the region’s auctions do not support market orders or pegged limit orders. Setting limits and resetting limits is manually intensive, so trying to simply place an order in a crossed market increases the risk of an order not being filled. Special closing auction algorithms are, therefore, needed to efficiently manage orders. They must be able to predict price and volume based on the buildup information and adapt to changing dynamics. Order placement is critical — parent orders have to be split into several “child” orders to establish queue position, hide footprints and effectively adapt to changing auction conditions. Asia’s market structure is changing — closing auction volumes are becoming more significant. At best, the growth in the region’s ETFs appears to be coincident with the growth in volumes in closing auctions. Nevertheless, the changing auction dynamics demand new technology. New analytics, such as Tradebook’s STAZ <GO>, are needed to provide traders with closing auction ADV to determine if execution strategies need to consider interacting with the closing volume. And, because auctions are difficult to trade, special algorithms are needed to execute efficiently.
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