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[TOTM: The following is the second in a series of posts by TOTM guests and authors on the FTC v. Qualcomm case, currently awaiting decision by Judge Lucy Koh in the Northern District of California. The first post, by Luke Froeb, Michael Doane & Mikhael Shor is here.

This post is authored by Douglas H. Ginsburg, Professor of Law, Antonin Scalia Law School at George Mason University; Senior Judge, United States Court of Appeals for the District of Columbia Circuit; and former Assistant Attorney General in charge of the Antitrust Division of the U.S. Department of Justice; and Joshua D. Wright, University Professor, Antonin Scalia Law School at George Mason University; Executive Director, Global Antitrust Institute; former U.S. Federal Trade Commissioner from 2013-15; and one of the founding bloggers at Truth on the Market.]

[Ginsburg & Wright: Professor Wright is recused from participation in the FTC litigation against Qualcomm, but has provided counseling advice to Qualcomm concerning other regulatory and competition matters. The views expressed here are our own and neither author received financial support.]

The Department of Justice Antitrust Division (DOJ) and Federal Trade Commission (FTC) have spent a significant amount of time in federal court litigating major cases premised upon an anticompetitive foreclosure theory of harm. Bargaining models, a tool used commonly in foreclosure cases, have been essential to the government’s theory of harm in these cases. In vertical merger or conduct cases, the core theory of harm is usually a variant of the claim that the transaction (or conduct) strengthens the firm’s incentives to engage in anticompetitive strategies that depend on negotiations with input suppliers. Bargaining models are a key element of the agency’s attempt to establish those claims and to predict whether and how firm incentives will affect negotiations with input suppliers, and, ultimately, the impact on equilibrium prices and output. Application of bargaining models played a key role in evaluating the anticompetitive foreclosure theories in the DOJ’s litigation to block the proposed merger of AT&T and Time Warner Cable. A similar model is at the center of the FTC’s antitrust claims against Qualcomm and its patent licensing business model.

Modern antitrust analysis does not condemn business practices as anticompetitive without solid economic evidence of an actual or likely harm to competition. This cautious approach was developed in the courts for two reasons. The first is that the difficulty of distinguishing between procompetitive and anticompetitive explanations for the same conduct suggests there is a high risk of error. The second is that those errors are more likely to be false positives than false negatives because empirical evidence and judicial learning have established that unilateral conduct is usually either procompetitive or competitively neutral. In other words, while the risk of anticompetitive foreclosure is real, courts have sensibly responded by requiring plaintiffs to substantiate their claims with more than just theory or scant evidence that rivals have been harmed.

An economic model can help establish the likelihood and/or magnitude of competitive harm when the model carefully captures the key institutional features of the competition it attempts to explain. Naturally, this tends to mean that the economic theories and models proffered by dueling economic experts to predict competitive effects take center stage in antitrust disputes. The persuasiveness of an economic model turns on the robustness of its assumptions about the underlying market. Model predictions that are inconsistent with actual market evidence give one serious pause before accepting the results as reliable.

For example, many industries are characterized by bargaining between providers and distributors. The Nash bargaining framework can be used to predict the outcomes of bilateral negotiations based upon each party’s bargaining leverage. The model assumes that both parties are better off if an agreement is reached, but that as the utility of one party’s outside option increases relative to the bargain, it will capture an increasing share of the surplus. Courts have had to reconcile these seemingly complicated economic models with prior case law and, in some cases, with direct evidence that is apparently inconsistent with the results of the model.

Indeed, Professor Carl Shapiro recently used bargaining models to analyze harm to competition in two prominent cases alleging anticompetitive foreclosure—one initiated by the DOJ and one by the FTC—in which he served as the government’s expert economist. In United States v. AT&T Inc., Dr. Shapiro testified that the proposed transaction between AT&T and Time Warner would give the vertically integrated company leverage to extract higher prices for content from AT&T’s rival, Dish Network. Soon after, Dr. Shapiro presented a similar bargaining model in FTC v. Qualcomm Inc. He testified that Qualcomm leveraged its monopoly power over chipsets to extract higher royalty rates from smartphone OEMs, such as Apple, wishing to license its standard essential patents (SEPs). In each case, Dr. Shapiro’s models were criticized heavily by the defendants’ expert economists for ignoring market realities that play an important role in determining whether the challenged conduct was likely to harm competition.

Judge Leon’s opinion in AT&T/Time Warner—recently upheld on appeal—concluded that Dr. Shapiro’s application of the bargaining model was significantly flawed, based upon unreliable inputs, and undermined by evidence about actual market performance presented by defendant’s expert, Dr. Dennis Carlton. Dr. Shapiro’s theory of harm posited that the combined company would increase its bargaining leverage and extract greater affiliate fees for Turner content from AT&T’s distributor rivals. The increase in bargaining leverage was made possible by the threat of a post-merger blackout of Turner content for AT&T’s rivals. This theory rested on the assumption that the combined firm would have reduced financial exposure from a long-term blackout of Turner content and would therefore have more leverage to threaten a blackout in content negotiations. The purpose of his bargaining model was to quantify how much AT&T could extract from competitors subjected to a long-term blackout of Turner content.

Judge Leon highlighted a number of reasons for rejecting the DOJ’s argument. First, Dr. Shapiro’s model failed to account for existing long-term affiliate contracts, post-litigation offers of arbitration agreements, and the increasing competitiveness of the video programming and distribution industry. Second, Dr. Carlton had demonstrated persuasively that previous vertical integration in the video programming and distribution industry did not have a significant effect on content prices. Finally, Dr. Shapiro’s model primarily relied upon three inputs: (1) the total number of subscribers the unaffiliated distributor would lose in the event of a long-term blackout of Turner content, (2) the percentage of the distributor’s lost subscribers who would switch to AT&T as a result of the blackout, and (3) the profit margin AT&T would derive from the subscribers it gained from the blackout. Many of Dr. Shapiro’s inputs necessarily relied on critical assumptions and/or third-party sources. Judge Leon considered and discredited each input in turn. 

The parties in Qualcomm are, as of the time of this posting, still awaiting a ruling. Dr. Shapiro’s model in that case attempts to predict the effect of Qualcomm’s alleged “no license, no chips” policy. He compared the gains from trade OEMs receive when they purchase a chip from Qualcomm and pay Qualcomm a FRAND royalty to license its SEPs with the gains from trade OEMs receive when they purchase a chip from a rival manufacturer and pay a “royalty surcharge” to Qualcomm to license its SEPs. In other words, the FTC’s theory of harm is based upon the premise that Qualcomm is charging a supra-FRAND rate for its SEPs (the“royalty surcharge”) that squeezes the margins of OEMs. That margin squeeze, the FTC alleges, prevents rival chipset suppliers from obtaining a sufficient return when negotiating with OEMs. The FTC predicts the end result is a reduction in competition and an increase in the price of devices to consumers.

Qualcomm, like Judge Leon in AT&T, questioned the robustness of Dr. Shapiro’s model and its predictions in light of conflicting market realities. For example, Dr. Shapiro, argued that the

leverage that Qualcomm brought to bear on the chips shifted the licensing negotiations substantially in Qualcomm’s favor and led to a significantly higher royalty than Qualcomm would otherwise have been able to achieve.

Yet, on cross-examination, Dr. Shapiro declined to move from theory to empirics when asked if he had quantified the effects of Qualcomm’s practice on any other chip makers. Instead, Dr. Shapiro responded that he had not, but he had “reason to believe that the royalty surcharge was substantial” and had “inevitable consequences.” Under Dr. Shapiro’s theory, one would predict that royalty rates were higher after Qualcomm obtained market power.

As with Dr. Carlton’s testimony inviting Judge Leon to square the DOJ’s theory with conflicting historical facts in the industry, Qualcomm’s economic expert, Dr. Aviv Nevo, provided an analysis of Qualcomm’s royalty agreements from 1990-2017, confirming that there was no economic and meaningful difference between the royalty rates during the time frame when Qualcomm was alleged to have market power and the royalty rates outside of that time frame. He also presented evidence that ex ante royalty rates did not increase upon implementation of the CDMA standard or the LTE standard. Moreover, Dr.Nevo testified that the industry itself was characterized by declining prices and increasing output and quality.

Dr. Shapiro’s model in Qualcomm appears to suffer from many of the same flaws that ultimately discredited his model in AT&T/Time Warner: It is based upon assumptions that are contrary to real-world evidence and it does not robustly or persuasively identify anticompetitive effects. Some observers, including our Scalia Law School colleague and former FTC Chairman, Tim Muris, would apparently find it sufficient merely to allege a theoretical “ability to manipulate the marketplace.” But antitrust cases require actual evidence of harm. We think Professor Muris instead captured the appropriate standard in his important article rejecting attempts by the FTC to shortcut its requirement of proof in monopolization cases:

This article does reject, however, the FTC’s attempt to make it easier for the government to prevail in Section 2 litigation. Although the case law is hardly a model of clarity, one point that is settled is that injury to competitors by itself is not a sufficient basis to assume injury to competition …. Inferences of competitive injury are, of course, the heart of per se condemnation under the rule of reason. Although long a staple of Section 1, such truncation has never been a part of Section 2. In an economy as dynamic as ours, now is hardly the time to short-circuit Section 2 cases. The long, and often sorry, history of monopolization in the courts reveals far too many mistakes even without truncation.

Timothy J. Muris, The FTC and the Law of Monopolization, 67 Antitrust L. J. 693 (2000)

We agree. Proof of actual anticompetitive effects rather than speculation derived from models that are not robust to market realities are an important safeguard to ensure that Section 2 protects competition and not merely individual competitors.

The future of bargaining models in antitrust remains to be seen. Judge Leon certainly did not question the proposition that they could play an important role in other cases. Judge Leon closely dissected the testimony and models presented by both experts in AT&T/Time Warner. His opinion serves as an important reminder. As complex economic evidence like bargaining models become more common in antitrust litigation, judges must carefully engage with the experts on both sides to determine whether there is direct evidence on the likely competitive effects of the challenged conduct. Where “real-world evidence,” as Judge Leon called it, contradicts the predictions of a bargaining model, judges should reject the model rather than the reality. Bargaining models have many potentially important antitrust applications including horizontal mergers involving a bargaining component – such as hospital mergers, vertical mergers, and licensing disputes. The analysis of those models by the Ninth and D.C. Circuits will have important implications for how they will be deployed by the agencies and parties moving forward.