Study of brokers' potential conflict of interest in routing limit orders leaked to Wall Street
Academic paper cited by some as explosive, but authors caution against oversimplification
FOR IMMEDIATE RELEASE
BLOOMINGTON, Ind. -- A new academic paper about potential conflict of interest in large retail brokers’ routing of limit orders has stirred controversy on Wall Street and caught regulators’ attention -- even before the paper has been submitted to a journal.
While some in the industry have compared the study’s possible impact to an earlier one that reformed Nasdaq trading, the authors caution that the paper is not yet final and the findings should be taken in proper context.
The authors, professors at Indiana University's Kelley School of Business and the University of Notre Dame Mendoza College of Business, found that some large retail brokers regularly route clients' limit orders to the exchange that pays them the highest rebates. Under certain circumstances, this can lead to some clients’ trades not being executed at the best possible times -- or not being executed at all.
“Certain brokers, led by Ameritrade and including E*Trade, Scott Trade and Fidelity, were bifurcating the order flow -- sending market and limit orders to different exchanges -- but seemed to send all their limit orders to one place,” said Robert Jennings, the Gregg T. and Judith A. Summerville Professor of Finance at Kelley.
“Brokers were paid for almost every order received; the conflict of interest occurs because some exchanges will pay brokers more to route limit order flows there, even if the chance that the limit order gets executed is lower on that exchange than somewhere else."
U.S. equity exchanges typically charge traders taking liquidity -- such as market orders -- and pay traders making liquidity -- such as limit orders. The payments, or rebates, are funded by take fees, so exchanges with the highest liquidity rebates also have the highest take fees. Brokers can generate revenue from customers’ order flow.
According to the paper, "Can Brokers Have It All? On the Relation Between Make Take Fees & Limit Order Execution Quality," study results also indicate that, under some market conditions and for certain stocks:
- Fill rates for displayed limit orders are lower on exchanges with higher fees.
- Limit orders executed on venues with high fees take longer to execute than those with low fees.
- On average, limit orders executed on venues with low/negative take fees are more likely to fill at the most opportune time for the limit order customer.
“Our results suggest that order routing decisions have an important impact of at least some measures of limit order execution quality and routing decisions based primarily on rebates/fees appear to be inconsistent with best execution,” Jennings said. "Even if fees/rebates are passed directly through to the investor, the decision to use a single venue that offers the highest liquidity rebates does not appear to be consistent with the objective of obtaining best execution.”
Paper leaked to financial community; FINRA asks brokers for data
The authors presented the paper to relevant industry representatives, including several brokerages, the Securities and Exchange Commission and the National Association of Securities Dealers. This common practice is generally accepted by all parties to be a confidential forum to test and refine study hypotheses and findings.
However in this case, the paper was leaked to the broader financial community without the authors’ knowledge or permission. This led some to suggest the paper’s impact could equal that of a 1994 study by Bill Christie of Vanderbilt University and Paul Schultz of Notre Dame showing implicit collusion among Nasdaq market makers; it led to sweeping reform of Nasdaq market (and a billion-dollar legal settlement).
The paper’s leak – and the Financial Industry Regulatory Authority’s subsequent request for routing data from the 50 largest brokers -- has the authors concerned that the findings about brokers’ maximizing liquidity rebates might be oversimplified.
Routing limit orders to maximize make rebates reduces fill rates, produces less profitable limit order executions – and might be inconsistent with a broker's fiduciary responsibility to obtain best execution, the authors concluded.
"This is a classic case of adverse selection. If there's really bad news about the stock, everybody gets filled. If there's good news about the stock, then only the places where the order gets filled first get filled," Jennings said. “We are not alleging that the use of such rebates is illegal or that it violates securities laws, but there is a need for further transparency for consumers.”
The authors expect to publish the revised and final version of the paper in the near future, after incorporating feedback they received.
“Given the competitive nature of the retail brokerage business, if brokers can get exchanges to pay for their orders, they could charge lower commissions,” Jennings said. “Thus, customers may be slightly better off; if the payment was eliminated, commissions might have to be higher.”
Commissions may be based on the total revenue that brokers receive, "but lower commissions do not compensate those investors who miss out on profitable limit order executions," Jennings and his colleagues concluded. "Brokers cannot have it all."
Jennings co-authored "Can Brokers Have It All?" with Robert Battalio, a professor of finance; and Shane Corwin, an associate professor of finance, both at Notre Dame. Battalio earned his doctorate at Kelley.