In a constructive development, the Federal Trade Commission has joined its British counterpart in investigating Nvidia’s proposed $40 billion acquisition of chip designer Arm, a subsidiary of Softbank. Arm provides the technological blueprints for wireless communications devices and, subject to a royalty fee, makes those crown-jewel assets available to all interested firms. Notwithstanding Nvidia’s stated commitment to keep the existing policy in place, there is an obvious risk that the new parent, one of the world’s leading chip makers, would at some time modify this policy with adverse competitive effects.
Ironically, the FTC is likely part of the reason that the Nvidia-Arm transaction is taking place.
Since the mid-2000s, the FTC and other leading competition regulators (except for the U.S. Department of Justice’s Antitrust Division under the leadership of former Assistant Attorney General Makan Delrahim) have intervened extensively in licensing arrangements in wireless device markets, culminating in the FTC’s recent failed suit against Qualcomm. The Nvidia-Arm transaction suggests that these actions may simply lead chip designers to abandon the licensing model and shift toward structures that monetize chip-design R&D through integrated hardware and software ecosystems. Amazon and Apple are already undertaking chip innovation through this model. Antitrust action that accelerates this movement toward in-house chip design is likely to have adverse effects for the competitive health of the wireless ecosystem.
How IP Licensing Promotes Market Access
Since its inception, the wireless communications market has relied on a handful of IP licensors to supply device producers and other intermediate users with a common suite of technology inputs. The result has been an efficient division of labor between firms that specialize in upstream innovation and firms that specialize in production and other downstream functions. Contrary to the standard assumption that IP rights limit access, this licensing-based model ensures technology access to any firm willing to pay the royalty fee.
Efforts by regulators to reengineer existing relationships between innovators and implementers endanger this market structure by inducing innovators to abandon licensing-based business models, which now operate under a cloud of legal insecurity, for integrated business models in which returns on R&D investments are captured internally through hardware and software products. Rather than expanding technology access and intensifying competition, antitrust restraints on licensing freedom are liable to limit technology access and increase market concentration.
Regulatory Intervention and Market Distortion
This interventionist approach has relied on the assertion that innovators can “lock in” producers and extract a disproportionate fee in exchange for access. This prediction has never found support in fact. Contrary to theoretical arguments that patent owners can impose double-digit “royalty stacks” on device producers, empirical researchers have repeatedly found that the estimated range of aggregate rates lies in the single digits. These findings are unsurprising given market performance over more than two decades: adoption has accelerated as quality-adjusted prices have fallen and innovation has never ceased. If rates were exorbitant, market growth would have been slow, and the smartphone would be a luxury for the rich.
Despite these empirical infirmities, the FTC and other competition regulators have persisted in taking action to mitigate “holdup risk” through policy statements and enforcement actions designed to preclude IP licensors from seeking injunctive relief. The result is a one-sided legal environment in which the world’s largest device producers can effectively infringe patents at will, knowing that the worst-case scenario is a “reasonable royalty” award determined by a court, plus attorneys’ fees. Without any credible threat to deny access even after a favorable adjudication on the merits, any IP licensor’s ability to negotiate a royalty rate that reflects the value of its technology contribution is constrained.
Assuming no change in IP licensing policy on the horizon, it is therefore not surprising that an IP licensor would seek to shift toward an integrated business model in which IP is not licensed but embedded within an integrated suite of products and services. Or alternatively, an IP licensor entity might seek to be acquired by a firm that already has such a model in place. Hence, FTC v. Qualcomm leads Arm to Nvidia.
The Error Costs of Non-Evidence-Based Antitrust
These counterproductive effects of antitrust intervention demonstrate the error costs that arise when regulators act based on unverified assertions of impending market failure. Relying on the somewhat improbable assumption that chip suppliers can dictate licensing terms to device producers that are among the world’s largest companies, competition regulators have placed at risk the legal predicates of IP rights and enforceable contracts that have made the wireless-device market an economic success. As antitrust risk intensifies, the return on licensing strategies falls and competitive advantage shifts toward integrated firms that can monetize R&D internally through stand-alone product and service ecosystems.
Far from increasing competitiveness, regulators’ current approach toward IP licensing in wireless markets is likely to reduce it.
Last week the International Center for Law & Economics (ICLE) and twelve noted law and economics scholars filed an amicus brief in the Ninth Circuit in FTC v. Qualcomm, in support of appellant (Qualcomm) and urging reversal of the district court’s decision. The brief was authored by Geoffrey A. Manne, President & founder of ICLE, and Ben Sperry, Associate Director, Legal Research of ICLE. Jarod M. Bona and Aaron R. Gott of Bona Law PC collaborated in drafting the brief and they and their team provided invaluable pro bono legal assistance, for which we are enormously grateful. Signatories on the brief are listed at the end of this post.
We’ve written about the case several times on Truth on the Market, as have a number of guest bloggers, in our ongoing blog series on the case here.
The ICLE amicus brief focuses on the ways that the district court exceeded the “error cost” guardrails erected by the Supreme Court to minimize the risk and cost of mistaken antitrust decisions, particularly those that wrongly condemn procompetitive behavior. As the brief notes at the outset:
The district court’s decision is disconnected from the underlying economics of the case. It improperly applied antitrust doctrine to the facts, and the result subverts the economic rationale guiding monopolization jurisprudence. The decision—if it stands—will undercut the competitive values antitrust law was designed to protect.
In essence, the Court’s monopolization case law implements the error cost framework by (among other things) obliging courts to operate under certain decision rules that limit the use of inferences about the consequences of a defendant’s conduct except when the circumstances create what game theorists call a “separating equilibrium.” A separating equilibrium is a
solution to a game in which players of different types adopt different strategies and thereby allow an uninformed player to draw inferences about an informed player’s type from that player’s actions.
The key problem in antitrust is that while the consequence of complained-of conduct for competition (i.e., consumers) is often ambiguous, its deleterious effect on competitors is typically quite evident—whether it is actually anticompetitive or not. The question is whether (and when) it is appropriate to infer anticompetitive effect from discernible harm to competitors.
Except in the narrowly circumscribed (by Trinko) instance of a unilateral refusal to deal, anticompetitive harm under the rule of reason must be proven. It may not be inferred from harm to competitors, because such an inference is too likely to be mistaken—and “mistaken inferences are especially costly, because they chill the very conduct the antitrust laws are designed to protect.” (Brooke Group (quoting yet another key Supreme Court antitrust error cost case, Matsushita (1986)).
Yet, as the brief discusses, in finding Qualcomm liable the district court did not demand or find proof of harm to competition. Instead, the court’s opinion relies on impermissible inferences from ambiguous evidence to find that Qualcomm had (and violated) an antitrust duty to deal with rival chip makers and that its conduct resulted in anticompetitive foreclosure of competition.
We urge you to read the brief (it’s pretty short—maybe the length of three blogs posts) to get the whole argument. Below we draw attention to a few points we make in the brief that are especially significant.
The district court bases its approach entirely on Microsoft — which it misinterprets in clear contravention of Supreme Court case law
The district court doesn’t stay within the strictures of the Supreme Court’s monopolization case law. In fact, although it obligingly recites some of the error cost language from Trinko, it quickly moves away from Supreme Court precedent and bases its approach entirely on its reading of the D.C. Circuit’s Microsoft(2001) decision.
Unfortunately, the district court’s reading of Microsoft is mistaken and impermissible under Supreme Court precedent. Indeed, both the Supreme Court and the D.C. Circuit make clear that a finding of illegal monopolization may not rest on an inference of anticompetitive harm.
The district court cites Microsoft for the proposition that
Where a government agency seeks injunctive relief, the Court need only conclude that Qualcomm’s conduct made a “significant contribution” to Qualcomm’s maintenance of monopoly power. The plaintiff is not required to “present direct proof that a defendant’s continued monopoly power is precisely attributable to its anticompetitive conduct.”
It’s true Microsoft held that, in government actions seeking injunctions, “courts [may] infer ‘causation’ from the fact that a defendant has engaged in anticompetitive conduct that ‘reasonably appears capable of making a significant contribution to maintaining monopoly power.’” (Emphasis added).
But Microsoft never suggested that anticompetitiveness itself may be inferred.
“Causation” and “anticompetitive effect” are not the same thing. Indeed, Microsoft addresses “anticompetitive conduct” and “causation” in separate sections of its decision. And whereas Microsoft allows that courts may infer “causation” in certain government actions, it makes no such allowance with respect to “anticompetitive effect.” In fact, it explicitly rules it out:
[T]he plaintiff… must demonstrate that the monopolist’s conduct indeed has the requisite anticompetitive effect…; no less in a case brought by the Government, it must demonstrate that the monopolist’s conduct harmed competition, not just a competitor.”
The D.C. Circuit subsequently reinforced this clear conclusion of its holding in Microsoft in Rambus:
Deceptive conduct—like any other kind—must have an anticompetitive effect in order to form the basis of a monopolization claim…. In Microsoft… [t]he focus of our antitrust scrutiny was properly placed on the resulting harms to competition.
Finding causation entails connecting evidentiary dots, while finding anticompetitive effect requires an economic assessment. Without such analysis it’s impossible to distinguish procompetitive from anticompetitive conduct, and basing liability on such an inference effectively writes “anticompetitive” out of the law.
Thus, the district court is correct when it holds that it “need not conclude that Qualcomm’s conduct is the sole reason for its rivals’ exits or impaired status.” But it is simply wrong to hold—in the same sentence—that it can thus “conclude that Qualcomm’s practices harmed competition and consumers.” The former claim is consistent with Microsoft; the latter is emphatically not.
Under Trinko and Aspen Skiing the district court’s finding of an antitrust duty to deal is impermissible
Because finding that a company operates under a duty to deal essentially permits a court to infer anticompetitive harm without proof, such a finding “comes dangerously close to being a form of ‘no-fault’ monopolization,” as Herbert Hovenkamp has written. It is also thus seriously disfavored by the Court’s error cost jurisprudence.
In Trinko the Supreme Court interprets its holding in Aspen Skiing to identify essentially a single scenario from which it may plausibly be inferred that a monopolist’s refusal to deal with rivals harms consumers: the existence of a prior, profitable course of dealing, and the termination and replacement of that arrangement with an alternative that not only harms rivals, but also is less profitable for the monopolist.
In an effort to satisfy this standard, the district court states that “because Qualcomm previously licensed its rivals, but voluntarily stopped licensing rivals even though doing so was profitable, Qualcomm terminated a voluntary and profitable course of dealing.”
But it’s not enough merely that the prior arrangement was profitable. Rather, Trinko and Aspen Skiing hold that when a monopolist ends a profitable relationship with a rival, anticompetitive exclusion may be inferred only when it also refuses to engage in an ongoing arrangement that, in the short run, is more profitable than no relationship at all. The key is the relative value to the monopolist of the current options on offer, not the value to the monopolist of the terminated arrangement. In a word, what the Court requires is that the defendant exhibit behavior that, but-for the expectation of future, anticompetitive returns, is irrational.
It should be noted, as John Lopatka (here) and Alan Meese (here) (both of whom joined the amicus brief) have written, that even the Supreme Court’s approach is likely insufficient to permit a court to distinguish between procompetitive and anticompetitive conduct.
But what is certain is that the district court’s approach in no way permits such an inference.
“Evasion of a competitive constraint” is not an antitrust-relevant refusal to deal
In order to infer anticompetitive effect, it’s not enough that a firm may have a “duty” to deal, as that term is colloquially used, based on some obligation other than an antitrust duty, because it can in no way be inferred from the evasion of that obligation that conduct is anticompetitive.
The district court bases its determination that Qualcomm’s conduct is anticompetitive on the fact that it enables the company to avoid patent exhaustion, FRAND commitments, and thus price competition in the chip market. But this conclusion is directly precluded by the Supreme Court’s holding in NYNEX.
Indeed, in Rambus, the D.C. Circuit, citing NYNEX, rejected the FTC’s contention that it may infer anticompetitive effect from defendant’s evasion of a constraint on its monopoly power in an analogous SEP-licensing case: “But again, as in NYNEX, an otherwise lawful monopolist’s end-run around price constraints, even when deceptive or fraudulent, does not alone present a harm to competition.”
[T]he objection to the “evasion” of any constraint approach is… that it opens the door to enforcement actions applied to business conduct that is not likely to harm competition and might be welfare increasing.
Thus NYNEX and Rambus (and linkLine) reinforce the Court’s repeated holding that an inference of harm to competition is permissible only where conduct points clearly to anticompetitive effect—and, bad as they may be, evading obligations under other laws or violating norms of “business morality” do not suffice.
The district court’s elaborate theory of harm rests fundamentally on the claim that Qualcomm injures rivals—and the record is devoid of evidence demonstrating actual harm to competition. Instead, the court infers it from what it labels “unreasonably high” royalty rates, enabled by Qualcomm’s evasion of competition from rivals. In turn, the court finds that that evasion of competition can be the source of liability if what Qualcomm evaded was an antitrust duty to deal. And, in impermissibly circular fashion, the court finds that Qualcomm indeed evaded an antitrust duty to deal—because its conduct allowed it to sustain “unreasonably high” prices.
The Court’s antitrust error cost jurisprudence—from Brooke Group to NYNEX to Trinko & linkLine—stands for the proposition that no such circular inferences are permitted.
The district court’s foreclosure analysis also improperly relies on inferences in lieu of economic evidence
Because the district court doesn’t perform a competitive effects analysis, it fails to demonstrate the requisite “substantial” foreclosure of competition required to sustain a claim of anticompetitive exclusion. Instead the court once again infers anticompetitive harm from harm to competitors.
The district court makes no effort to establish the quantity of competition foreclosed as required by the Supreme Court. Nor does the court demonstrate that the alleged foreclosure harms competition, as opposed to just rivals. Foreclosure per se is not impermissible and may be perfectly consistent with procompetitive conduct.
Again citing Microsoft, the district court asserts that a quantitative finding is not required. Yet, as the court’s citation to Microsoft should have made clear, in its stead a court must find actual anticompetitive effect; it may not simply assert it. As Microsoft held:
It is clear that in all cases the plaintiff must… prove the degree of foreclosure. This is a prudential requirement; exclusivity provisions in contracts may serve many useful purposes.
The court essentially infers substantiality from the fact that Qualcomm entered into exclusive deals with Apple (actually, volume discounts), from which the court concludes that Qualcomm foreclosed rivals’ access to a key customer. But its inference that this led to substantial foreclosure is based on internal business statements—so-called “hot docs”—characterizing the importance of Apple as a customer. Yet, as Geoffrey Manne and Marc Williamson explain, such documentary evidence is unreliable as a guide to economic significance or legal effect:
Business people will often characterize information from a business perspective, and these characterizations may seem to have economic implications. However, business actors are subject to numerous forces that influence the rhetoric they use and the conclusions they draw….
There are perfectly good reasons to expect to see “bad” documents in business settings when there is no antitrust violation lurking behind them.
Assuming such language has the requisite economic or legal significance is unsupportable—especially when, as here, the requisite standard demands a particular quantitative significance.
Moreover, the court’s “surcharge” theory of exclusionary harm rests on assumptions regarding the mechanism by which the alleged surcharge excludes rivals and harms consumers. But the court incorrectly asserts that only one mechanism operates—and it makes no effort to quantify it.
The court cites “basic economics” via Mankiw’s Principles of Microeconomics text for its conclusion:
The surcharge affects demand for rivals’ chips because as a matter of basic economics, regardless of whether a surcharge is imposed on OEMs or directly on Qualcomm’s rivals, “the price paid by buyers rises, and the price received by sellers falls.” Thus, the surcharge “places a wedge between the price that buyers pay and the price that sellers receive,” and demand for such transactions decreases. Rivals see lower sales volumes and lower margins, and consumers see less advanced features as competition decreases.
But even assuming the court is correct that Qualcomm’s conduct entails such a surcharge, basic economics does not hold that decreased demand for rivals’ chips is the only possible outcome.
In actuality, an increase in the cost of an input for OEMs can have three possible effects:
OEMs can pass all or some of the cost increase on to consumers in the form of higher phone prices. Assuming some elasticity of demand, this would mean fewer phone sales and thus less demand by OEMs for chips, as the court asserts. But the extent of that effect would depend on consumers’ demand elasticity and the magnitude of the cost increase as a percentage of the phone price. If demand is highly inelastic at this price (i.e., relatively insensitive to the relevant price change), it may have a tiny effect on the number of phones sold and thus the number of chips purchased—approaching zero as price insensitivity increases.
OEMs can absorb the cost increase and realize lower profits but continue to sell the same number of phones and purchase the same number of chips. This would not directly affect demand for chips or their prices.
OEMs can respond to a price increase by purchasing fewer chips from rivals and more chips from Qualcomm. While this would affect rivals’ chip sales, it would not necessarily affect consumer prices, the total number of phones sold, or OEMs’ margins—that result would depend on whether Qualcomm’s chips cost more or less than its rivals’. If the latter, it would even increase OEMs’ margins and/or lower consumer prices and increase output.
Alternatively, of course, the effect could be some combination of these.
Whether any of these outcomes would substantially exclude rivals is inherently uncertain to begin with. But demonstrating a reduction in rivals’ chip sales is a necessary but not sufficient condition for proving anticompetitive foreclosure. The FTC didn’t even demonstrate that rivals were substantially harmed, let alone that there was any effect on consumers—nor did the district court make such findings.
Doing so would entail consideration of whether decreased demand for rivals’ chips flows from reduced consumer demand or OEMs’ switching to Qualcomm for supply, how consumer demand elasticity affects rivals’ chip sales, and whether Qualcomm’s chips were actually less or more expensive than rivals’. Yet the court determined none of these.
Contrary to established Supreme Court precedent, the district court’s decision relies on mere inferences to establish anticompetitive effect. The decision, if it stands, would render a wide range of potentially procompetitive conduct presumptively illegal and thus harm consumer welfare. It should be reversed by the Ninth Circuit.
Joining ICLE on the brief are:
Donald J. Boudreaux, Professor of Economics, George Mason University
Kenneth G. Elzinga, Robert C. Taylor Professor of Economics, University of Virginia
Janice Hauge, Professor of Economics, University of North Texas
Justin (Gus) Hurwitz, Associate Professor of Law, University of Nebraska College of Law; Director of Law & Economics Programs, ICLE
Thomas A. Lambert, Wall Chair in Corporate Law and Governance, University of Missouri Law School
John E. Lopatka, A. Robert Noll Distinguished Professor of Law, Penn State University Law School
Daniel Lyons, Professor of Law, Boston College Law School
Geoffrey A. Manne, President and Founder, International Center for Law & Economics; Distinguished Fellow, Northwestern University Center on Law, Business & Economics
Alan J. Meese, Ball Professor of Law, William & Mary Law School
Paul H. Rubin, Samuel Candler Dobbs Professor of Economics Emeritus, Emory University
Vernon L. Smith, George L. Argyros Endowed Chair in Finance and Economics, Chapman University School of Business; Nobel Laureate in Economics, 2002
Michael Sykuta, Associate Professor of Economics, University of Missouri
[TOTM: The following is the eighth in a series of posts by TOTM guests and authors on the FTC v. Qualcomm case recently decided by Judge Lucy Koh in the Northern District of California. Other posts in this series are here. The blog post is based on a forthcoming paper regarding patent holdup, co-authored by Dirk Auer and Julian Morris.]
In his latest book, Tyler Cowen calls big business an “American anti-hero”. Cowen argues that the growing animosity towards successful technology firms is to a large extent unwarranted. After all, these companies have generated tremendous prosperity and jobs.
Though it is less known to the public than its Silicon Valley counterparts, Qualcomm perfectly fits the anti-hero mold. Despite being a key contributor to the communications standards that enabled the proliferation of smartphones around the globe – an estimated 5 Billion people currently own a device – Qualcomm has been on the receiving end of considerable regulatory scrutiny on both sides of the Atlantic (including two in the EU; see here and here).
In the US, Judge Lucy Koh recently ruled that a combination of anticompetitive practices had enabled Qualcomm to charge “unreasonably high royalty rates” for its CDMA and LTE cellular communications technology. Chief among these practices was Qualcomm’s so-called “no license, no chips” policy, whereby the firm refuses to sell baseband processors to implementers that have not taken out a license for its communications technology. Other grievances included Qualcomm’s purported refusal to license its patents to rival chipmakers, and allegations that it attempted to extract exclusivity obligations from large handset manufacturers, such as Apple. According to Judge Koh, these practices resulted in “unreasonably high” royalty rates that failed to comply with Qualcomm’s FRAND obligations.
Judge Koh’s ruling offers an unfortunate example of the numerous pitfalls that decisionmakers face when they second-guess the distributional outcomes achieved through market forces. This is particularly true in the complex standardization space.
The elephant in the room
The first striking feature of Judge Koh’s ruling is what it omits. Throughout the more than two-hundred-page long document, there is not a single reference to the concepts of holdup or holdout (crucial terms of art for a ruling that grapples with the prices charged by an SEP holder).
At first sight, this might seem like a semantic quibble. But words are important. Patent holdup (along with the “unreasonable” royalties to which it arguably gives rise) is possible only when a number of cumulative conditions are met. Most importantly, the foundational literature on economic opportunism (here and here) shows that holdup (and holdout) mostly occur when parties have made asset-specific sunk investments. This focus on asset-specific investments is echoed by even the staunchest critics of the standardization status quo (here).
Though such investments may well have been present in the case at hand, there is no evidence that they played any part in the court’s decision. This is not without consequences. If parties did not make sunk relationship-specific investments, then the antitrust case against Qualcomm should have turned upon the alleged exclusion of competitors, not the level of Qualcomm’s royalties. The DOJ said this much in its statement of interest concerning Qualcomm’s motion for partial stay of injunction pending appeal. Conversely, if these investments existed, then patent holdout (whereby implementers refuse to license key pieces of intellectual property) was just as much of a risk as patent holdup (here and here). And yet the court completely overlooked this possibility.
The misguided push for component level pricing
The court also erred by objecting to Qualcomm’s practice of basing license fees on the value of handsets, rather than that of modem chips. In simplified terms, implementers paid Qualcomm a percentage of their devices’ resale price. The court found that this was against Federal Circuit law. Instead, it argued that royalties should be based on the value the smallest salable patent-practicing component (in this case, baseband chips). This conclusion is dubious both as a matter of law and of policy.
From a legal standpoint, the question of the appropriate royalty base seems far less clear-cut than Judge Koh’s ruling might suggest. For instance, Gregory Sidak observes that inTCL v. Ericsson Judge Selna used a device’s net selling price as a basis upon which to calculate FRAND royalties. Likewise, in CSIRO v. Cisco, the Court also declined to use the “smallest saleable practicing component” as a royalty base. And finally, as Jonathan Barnett observes, the Circuit Laser Dynamics case law cited by Judge Koh relates to the calculation of damages in patent infringement suits. There is no legal reason to believe that its findings should hold any sway outside of that narrow context. It is one thing for courts to decide upon the methodology that they will use to calculate damages in infringement cases – even if it is a contested one. It is a whole other matter to shoehorn private parties into adopting this narrow methodology in their private dealings.
More importantly, from a policy standpoint, there are important advantages to basing royalty rates on the price of an end-product, rather than that of an intermediate component. This type of pricing notably enables parties to better allocate the risk that is inherent in launching a new product. In simplified terms: implementers want to avoid paying large (fixed) license fees for failed devices; and patent holders want to share in the benefits of successful devices that rely on their inventions. The solution, as Alain Bousquet and his co-authors explain, is to agree on royalty payments that are contingent on success in the market:
Because the demand for a new product is uncertain and/or the potential cost reduction of a new technology is not perfectly known, both seller and buyer may be better off if the payment for the right to use an innovation includes a state-contingent royalty (rather than consisting of just a fixed fee). The inventor wants to benefit from a growing demand for a new product, and the licensee wishes to avoid high payments in case of disappointing sales.
While this explains why parties might opt for royalty-based payments over fixed fees, it does not entirely elucidate the practice of basing royalties on the price of an end device. One explanation is that a technology’s value will often stem from its combination with other goods or technologies. Basing royalties on the value of an end-device enables patent holders to more effectively capture the social benefits that flow from these complementarities.
Imagine the price of the smallest saleable component is identical across all industries, despite it being incorporated into highly heterogeneous devices. For instance, the same modem chip could be incorporated into smartphones (of various price ranges), tablets, vehicles, and other connected devices. The Bousquet line of reasoning (above) suggests that it is efficient for the patent holder to earn higher royalties (from the IP that underpins the modem chips) in those segments where market demand is strongest (i.e. where there are stronger complementarities between the modem chip and the end device).
One way to make royalties more contingent on market success is to use the price of the modem (which is presumably identical across all segments) as a royalty base and negotiate a separate royalty rate for each end device (charging a higher rate for devices that will presumably benefit from stronger consumer demand). But this has important drawbacks. For a start, identifying those segments (or devices) that are most likely to be successful is informationally cumbersome for the inventor. Moreover, this practice could land the patent holder in hot water. Antitrust authorities might naïvely conclude that these varying royalty rates violate the “non-discriminatory” part of FRAND.
A much simpler solution is to apply a single royalty rate (or at least attempt to do so) but use the price of the end device as a royalty base. This ensures that the patent holder’s rewards are not just contingent on the number of devices sold, but also on their value. Royalties will thus more closely track the end-device’s success in the marketplace.
In short, basing royalties on the value of an end-device is an informationally light way for the inventor to capture some of the unforeseen value that might stem from the inclusion of its technology in an end device. Mandating that royalty rates be based on the value of the smallest saleable component ignores this complex reality.
Prices are almost impossible to reconstruct
Judge Koh was similarly imperceptive when assessing Qualcomm’s contribution to the value of key standards, such as LTE and CDMA.
For a start, she reasoned that Qualcomm’s royalties were large compared to the number of patents it had contributed to these technologies:
Moreover, Qualcomm’s own documents also show that Qualcomm is not the top standards contributor, which confirms Qualcomm’s own statements that QCT’s monopoly chip market share rather than the value of QTL’s patents sustain QTL’s unreasonably high royalty rates.
Given the tremendous heterogeneity that usually exists between the different technologies that make up a standard, simply counting each firm’s contributions is a crude and misleading way to gauge the value of their patent portfolios. Accordingly, Qualcomm argued that it had made pioneering contributions to technologies such as CDMA, and 4G/5G. Though the value of Qualcomm’s technologies is ultimately an empirical question, the court’s crude patent counting was unlikely to provide a satisfying answer.
Just as problematically, the court also concluded that Qualcomm’s royalties were unreasonably high because “modem chips do not drive handset value.” In its own words:
Qualcomm’s intellectual property is for communication, and Qualcomm does not own intellectual property on color TFT LCD panel, mega-pixel DSC module, user storage memory, decoration, and mechanical parts. The costs of these non-communication-related components have become more expensive and now contribute 60-70% of the phone value. The phone is not just for communication, but also for computing, movie-playing, video-taking, and data storage.
As Luke Froeb and his co-authors have also observed, the court’s reasoning on this point is particularly unfortunate. Though it is clearly true that superior LCD panels, cameras, and storage increase a handset’s value – regardless of the modem chip that is associated with them – it is equally obvious that improvements to these components are far more valuable to consumers when they are also associated with high-performance communications technology.
For example, though there is undoubtedly standalone value in being able to take improved pictures on a smartphone, this value is multiplied by the ability to instantly share these pictures with friends, and automatically back them up on the cloud. Likewise, improving a smartphone’s LCD panel is more valuable if the device is also equipped with a cutting edge modem (both are necessary for consumers to enjoy high-definition media online).
In more technical terms, the court fails to acknowledge that, in the presence of perfect complements, each good makes an incremental contribution of 100% to the value of the whole. A smartphone’s components would be far less valuable to consumers if they were not associated with a high-performance modem, and vice versa. The fallacy to which the court falls prey is perfectly encapsulated by a quote it cites from Apple’s COO:
Apple invests heavily in the handset’s physical design and enclosures to add value, and those physical handset features clearly have nothing to do with Qualcomm’s cellular patents, it is unfair for Qualcomm to receive royalty revenue on that added value.
The question the court should be asking, however, is whether Apple would have gone to the same lengths to improve its devices were it not for Qualcomm’s complementary communications technology. By ignoring this question, Judge Koh all but guaranteed that her assessment of Qualcomm’s royalty rates would be wide of the mark.
In short, the FTC v. Qualcomm case shows that courts will often struggle when they try to act as makeshift price regulators. It thus lends further credence to Gergory Werden and Luke Froeb’s conclusion that:
Nothing is more alien to antitrust than enquiring into the reasonableness of prices.
This is especially true in complex industries, such as the standardization space. The colossal number of parameters that affect the price for a technology are almost impossible to reproduce in a top-down fashion, as the court attempted to do in the Qualcomm case. As a result, courts will routinely draw poor inferences from factors such as the royalty base agreed upon by parties, the number of patents contributed by a firm, and the complex manner in which an individual technology may contribute to the value of an end-product. Antitrust authorities and courts would thus do well to recall the wise words of Friedrich Hayek:
If we can agree that the economic problem of society is mainly one of rapid adaptation to changes in the particular circumstances of time and place, it would seem to follow that the ultimate decisions must be left to the people who are familiar with these circumstances, who know directly of the relevant changes and of the resources immediately available to meet them. We cannot expect that this problem will be solved by first communicating all this knowledge to a central board which, after integrating all knowledge, issues its orders. We must solve it by some form of decentralization.
[TOTM: The following is the seventh in a series of posts by TOTM guests and authors on the FTC v. Qualcomm case recently decided by Judge Lucy Koh in the Northern District of California. Other posts in this series are here.]
This post is authored by Gerard Lloblet, Professor of Economics at CEMFI, and Jorge Padilla, Senior Managing Director at Compass Lexecon. Both have advised SEP holders, and to a lesser extent licensees, in royalty negotiations and antitrust disputes.]
Over the last few years competition authorities in the US and elsewhere have repeatedly warned about the risk of patent hold-up in the licensing of Standard Essential Patents (SEPs). Concerns about such risks were front and center in the recent FTC case against Qualcomm, where the Court ultimately concluded that Qualcomm had used a series of anticompetitive practices to extract unreasonable royalties from implementers. This post evaluates the evidence for such a risk, as well as the countervailing risk of patent hold-out.
In general, hold up may arise when firms negotiate trading terms after they have made costly, relation-specific investments. Since the costs of these investments are sunk when trading terms are negotiated, they are not factored into the agreed terms. As a result, depending on the relative bargaining power of the firms, the investments made by the weaker party may be undercompensated (Williamson, 1979).
In the context of SEPs, patenthold-up would arise if SEP owners were able to take advantage of the essentiality of their patents to charge excessive royalties to manufacturers of products reading on those patents that made irreversible investments in the standard (see Lemley and Shapiro (2007)). Similarly, in the recent FTC v. Qualcomm ruling, trial judge Lucy Koh concluded that firms may also use commercial strategies (in this case, Qualcomm’s “no license, no chips” policy, refusing to deal with certain parties and demanding exclusivity from others) to extract royalties that depart from the FRAND benchmark.
After years of heated debate, however, there is no consensus about whether patent hold-up actually exists. Some argue that there is no evidence of hold-up in practice. If patent hold-up were a significant problem, manufacturers would anticipate that their investments would be expropriated and would thus decide not to invest in the first place. But end-product manufacturers have invested considerable amounts in standardized technologies (Galetovic et al, 2015). Others claim that while investment is indeed observed, actual investment levels are “necessarily” below those that would be observed in the absence of hold-up. They allege that, since that counterfactual scenario is not observable, it is not surprising that more than fifteen years after the patent hold-up hypothesis was first proposed, empirical evidence of its existence is lacking.
Meanwhile, innovators are concerned about a risk in the opposite direction, the risk of patent hold-out. As Epstein and Noroozi (2018) explain,
By “patent holdout” we mean the converse problem, i.e., that an implementer refuses to negotiate in good faith with an innovator for a license to valid patent(s) that the implementer infringes, and instead forces the innovator to either undertake significant litigation costs and time delays to extract a licensing payment through court order, or else to simply drop the matter because the licensing game is no longer worth the candle.
Patent hold-out, also known as “efficient infringement,” is especially relevant in the standardization context for two reasons. First, SEP owners are oftentimes required to license their patents under Fair, Reasonable and Non-Discriminatory (FRAND) conditions. Particularly when, as occurs in some jurisdictions, innovators are not allowed to request an injunction, they have little or no leverage in trying to require licensees to accept a licensing deal. Secondly, SEP owners typically possess many complementary patents and, therefore, seek to license their portfolio of SEPs at once, since that minimizes transaction costs. Yet, some manufacturers de facto refuse to negotiate in this way and choose to challenge the validity of the SEP portfolio patent-by-patent and/or jurisdiction-by-jurisdiction. This strategy involves large litigation costs and is therefore inefficient. SEP holders claim that this practice is anticompetitive and it also leads to royalties that are too low.
While the concerns of SEP holders seem to have attracted the attention of the leadership of the US DOJ (see, for example, here), some authors have dismissed them as theoretically groundless, empirically immaterial and irrelevant from an antitrust perspective (see here).
Evidence of patent hold-out from litigation
In an ongoing work, Llobet and Padilla (forthcoming), we analyze the effects of the sequential litigation strategy adopted by some manufacturers and compare its consequences with the simultaneous litigation of the whole portfolio. We show that sequential litigation results in lower royalty payments than simultaneous litigation and may result in under-compensation of innovation and the dissipation of social surplus when litigation costs are high.
The model relies on two basic and realistic assumptions. First, in sequential lawsuits, the result of a trial affects the probability that each party wins the following one. That is, if the manufacturer wins the first trial, it has a higher probability of winning the second, as a first victory may uncover information about the validity of other patents that relate to the same type of innovation, which will be less likely to be upheld in court. Second, the impact of a validity challenge on royalty payments is asymmetric: they are reduced to zero if the patent is found to be invalid but are not increased if it is found valid (and infringed).
Our results indicate that these features of the legal system can be strategically used by the manufacturer. The intuition is as follows. Suppose that the innovator sets a royalty rate for each patent for which, in the simultaneous trial case, the manufacturer would be indifferent between settling and litigating. Under sequential litigation, however, the manufacturer might be willing to challenge a patent because of the gain in a future trial. This is due to the asymmetric effects that winning or losing the second trial has on the royalty rate that this firm will have to pay. In particular, if the manufacturer wins the first trial, so that the first patent is invalidated, its probability of winning the second one increases, which means that the innovator is likely to settle for a lower royalty rate for the second patent or see both patents invalidated in court. In the opposite case, if the innovator wins the first trial, so that the second is also likely to be unfavorable to the manufacturer, the latter always has the option to pay up the original royalty rate and avoid the second trial. In other words, the possibility for the manufacturer to negotiate the royalty rate downwards after a victory, without the risk of it being increased in case of a defeat, fosters sequential litigation and results in lower royalties than the simultaneous litigation of all patents would produce.
This mechanism, while being applicable to any portfolio that includes patents the validity of which is related, becomes more significant in the context of SEPs for two reasons. The first is the difficulty of innovators to adjust their royalties upwards after the first successful trial, as it might be considered a breach of their FRAND commitments. The second is that, following recent competition law litigation in the EU and other jurisdictions, SEP owners are restricted in their ability to seek (preliminary) injunctions even in the case of willful infringement. Our analysis demonstrates that the threat of injunction mitigates, though it is unlikely to eliminate completely, the incentive to litigate sequentially and, therefore, excessively (i.e. even when such litigation reduces social welfare).
We also find a second motivation for excessive litigation: business stealing. Manufacturers litigate excessively in order to avoid payment and thus achieve a valuable cost advantage over their competitors. They prefer to litigate even when litigation costs are so large that it would be preferable for society to avoid litigation because their royalty burden is reduced both in absolute terms and relative to the royalty burden for its rivals (while it does not go up if the patents are found valid). This business stealing incentive will result in the under-compensation of innovators, as above, but importantly it may also result in the anticompetitive foreclosure of more efficient competitors.
Consider, for example, a scenario in which a large firm with the ability to fund protracted litigation efforts competes in a downstream market with a competitive fringe, comprising small firms for which litigation is not an option. In this scenario, the large manufacturer may choose to litigate to force the innovator to settle on a low royalty. The large manufacturer exploits the asymmetry with its defenseless small rivals to reduce its IP costs. In some jurisdictions it may also exploit yet another asymmetry in the legal system to achieve an even larger cost advantage. If both the large manufacturer and the innovator choose to litigate and the former wins, the patent is invalidated, and the large manufacturer avoids paying royalties altogether. Whether this confers a comparative advantage on the large manufacturer depends on whether the invalidation results in the immediate termination of all other existing licenses or not.
Our work thus shows that patent hold-out concerns are both theoretically cogent and have non-trivial antitrust implications. Whether such concerns merit intervention is an empirical matter. While reviewing that evidence is outside the scope of our work, our own litigation experience suggests that patent hold-out should be taken seriously.
[TOTM: The following is the sixthin a series of posts by TOTM guests and authors on the FTC v. Qualcomm case recently decided by Judge Lucy Koh in the Northern District of California. Other posts in this series are here.
This post is authored by Jonathan M. Barnett, Torrey H. Webb Professor of Law at the University of Southern California Gould School of Law.]
There is little doubt that the decision in May 2019 by the Northern District of California in FTC v. Qualcomm is of historical importance. Unless reversed or modified on appeal, the decision would require that the lead innovator behind 3G and 4G smartphone technology renegotiate hundreds of existing licenses with device producers and offer new licenses to any interested chipmakers.
The court’s sweeping order caps off a global campaign by implementers to re-engineer the property-rights infrastructure of the wireless markets. Those efforts have deployed the instruments of antitrust and patent law to override existing licensing arrangements and thereby reduce the input costs borne by device producers in the downstream market. This has occurred both directly, in arguments made by those firms in antitrust and patent litigation or through the filing of amicus briefs, or indirectly by advocating that regulators bring antitrust actions against IP licensors.
Whether or not FTC v. Qualcomm is correctly decided largely depends on whether or not downstream firms’ interest in minimizing the costs of obtaining technology inputs from upstream R&D specialists aligns with the public interest in preserving dynamically efficient innovation markets. As I discuss below, there are three reasons to believe those interests are not aligned in this case. If so, the court’s order would simply engineer a wealth transfer from firms that have led innovation in wireless markets to producers that have borne few of the costs and risks involved in doing so. Members of the former group each exhibits R&D intensities (R&D expenditures as a percentage of sales) in the high teens to low twenties; the latter, approximately five percent. Of greater concern, the court’s upending of long-established licensing arrangements endangers business models that monetize R&D by licensing technology to a large pool of device producers (see Qualcomm), rather than earning returns through self-contained hardware and software ecosystems (see Apple). There is no apparent antitrust rationale for picking and choosing among these business models in innovation markets.
Reason #1: FRAND is a Two-Sided Deal
To fully appreciate the recent litigations involving the FTC and Apple on the one hand, and Qualcomm on the other hand, it is necessary to return to the origins of modern wireless markets.
Starting in the late 1980s, various firms were engaged in the launch of the GSM wireless network in Western Europe. At that time, each European telecom market typically consisted of a national monopoly carrier and a favored group of local equipment suppliers. The GSM project, which envisioned a trans-national wireless communications market, challenged this model. In particular, the national carrier and equipment monopolies were threatened by the fact that the GSM standard relied in part on patented technology held by an outside innovator—namely, Motorola. As I describe in a forthcoming publication, the “FRAND” (fair, reasonable and nondiscriminatory) principles that today govern the licensing of standard-essential patents in wireless markets emerged from a negotiation between, on the one hand, carriers and producers who sought a royalty cap and, on the other hand, a technology innovator that sought to preserve its licensing freedom going forward.
This negotiation history is important. Any informed discussion of the meaning of FRAND must recognize that this principle was adopted as something akin to a “good faith” contractual term designed to promote two objectives:
Protect downstream adopters from holdup tactics by upstream innovators; and
enable upstream innovators to enjoy an appreciable portion of the value generated by sales in the consumer market.
Any interpretation of FRAND that does not meet these conditions will induce upstream firms to reduce R&D investment, limit participation in standard-setting activities, or vertically integrate forward to capture directly a return on R&D dollars.
Reason #2: No Evidence of Actual Harm
In the December 2018 appellate court proceedings in which the Department of Justice unsuccessfully challenged the AT&T/Time-Warner merger, Judge David Sentelle of the D.C. Circuit said to the government’s legal counsel:
If you’re going to rely on an economic model, you have to rely on it with quantification. The bare theorem . . . doesn’t prove anything in a particular case.
The government could not credibly reply to that query in the AT&T case and, if appropriately challenged, could not do so in this case.
Far from being a market that calls out for federal antitrust intervention, the smartphone market offers what appears to be an almost textbook case of dynamic efficiency. For over a decade, implementers, along with sympathetic regulators and commentators, have argued that the market suffers (or, in a variation, will imminently suffer) from inflated prices, reduced output and delayed innovation as a result of “patent hold-up” and “royalty stacking” by opportunistic patent owners. In the course of several decades that have passed since the launch of the GSM network, none of these predictions have yet to materialize. To the contrary. The market has exhibited expanding output, declining prices (adjusted for increased functionality), constant innovation, and regular entry into the production market. Multiple empirical studies (e.g. this, this and this) have found that device producers bear on average an aggregate royalty burden in the single to mid-digits.
This hardly seems like a market in which producers and consumers are being “victimized” by what the Northern District of California calls “unreasonably high” licensing fees (compared to an unspecified, and inherently unspecifiable, dynamically efficient benchmark). Rather, it seems more likely that device producers—many of whom provided the testimony which the court referenced in concluding that royalty rates were “unreasonably high”—would simply prefer to pay an even lower fee to R&D input suppliers (with no assurance that any of the cost-savings would flow to consumers).
Reason #3: The “License as Tax” Fallacy
The rhetorical centerpiece of the FTC’s brief relied on an analogy between the patent license fees earned by Qualcomm in the downstream device market and the tax that everyone pays to the IRS. The court’s opinion wholeheartedly adopted this narrative, determining that Qualcomm imposes a tax (or, as Judge Koh terms it, a “surcharge”) on the smartphone market by demanding a fee from OEMs for use of its patent portfolio whether or not the OEM purchases chipsets from Qualcomm or another firm. The tax analogy is fundamentally incomplete, both in general and in this case in particular.
It is true that much of the economic literature applies monopoly taxation models to assess the deadweight losses attributed to patents. While this analogy facilitates analytical tractability, a “zero-sum” approach to patent licensing overlooks the value-creating “multiplier” effect that licensing generates in real-world markets. Specifically, broad-based downstream licensing by upstream patent owners—something to which SEP owners commit under FRAND principles—ensures that device makers can obtain the necessary technology inputs and, in doing so, facilitates entry by producers that do not have robust R&D capacities. All of that ultimately generates gains for consumers.
This “positive-sum” multiplier effect appears to be at work in the smartphone market. Far from acting as a tax, Qualcomm’s licensing policies appear to have promoted entry into the smartphone market, which has experienced fairly robust turnover in market leadership. While Apple and Samsung may currently dominate the U.S. market, they face intense competition globally from Chinese firms such as Huawei, Xiaomi and Oppo. That competitive threat is real. As of 2007, Nokia and Blackberry were the overwhelming market leaders and appeared to be indomitable. Yet neither can be found in the market today. That intense “gale of competition”, sustained by the fact that any downstream producer can access the required technology inputs upon payment of licensing fees to upstream innovators, challenges the view that Qualcomm’s licensing practices have somehow restrained market growth.
Concluding Thoughts: Antitrust Flashback
When competitive harms are so unclear (and competitive gains so evident), modern antitrust law sensibly prescribes forbearance. A famous “bad case” from antitrust history shows why.
In 1953, the Department of Justice won an antitrust suit against United Shoe Machinery Corporation, which had led innovation in shoe manufacturing equipment and subsequently dominated that market. United Shoe’s purportedly anti-competitive practices included a lease-only policy that incorporated training and repair services at no incremental charge. The court found this to be a coercive tie that preserved United Shoe’s dominant position, despite the absence of any evidence of competitive harm. Scholars have subsequently shown (e.g. this and this; see also this) that the court did not adequately consider (at least) two efficiency explanations: (1) lease-only policies were widespread in the market because this facilitated access by smaller capital-constrained manufacturers, and (2) tying support services to equipment enabled United Shoe to avoid free-riding on its training services by other equipment suppliers. In retrospect, courts relied on a mere possibility theorem ultimately to order the break-up of a technological pioneer, with potentially adverse consequences for manufacturers that relied on its R&D efforts.
The court’s decision in FTC v. Qualcomm is a flashback to cases like United Shoe in which courts found liability and imposed dramatic remedies with little economic inquiry into competitive harm. It has become fashionable to assert that current antitrust law is too cautious in finding liability. Yet there is a sound reason why, outside price-fixing, courts generally insist that theories of antitrust liability include compelling evidence of competitive harm. Antitrust remedies are strong medicine and should be administered with caution. If courts and regulators do not zealously scrutinize the factual support for antitrust claims, then they are vulnerable to capture by private entities whose business objectives may depart from the public interest in competitive markets. While no antitrust fact-pattern is free from doubt, over two decades of market performance strongly favor the view that long-standing licensing arrangements in the smartphone market have resulted in substantial net welfare gains for consumers. If so, the prudent course of action is simply to leave the market alone.
[TOTM: The following is the third 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 entire series of posts is available 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.
[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 entire series of posts is available here.
This post is authored by Luke Froeb (William C. Oehmig Chair in Free Enterprise and Entrepreneurship at the Owen Graduate School of Management at Vanderbilt University; former chief economist at the Antitrust Division of the US Department of Justice and the Federal Trade Commission), Michael Doane (Competition Economics, LLC) & Mikhael Shor (Associate Professor of Economics, University of Connecticut).]
It is not uncommon—in fact it is expected—that parties to a negotiation would have different opinions about the reasonableness of any deal. Every buyer asks for a price as low as possible, and sellers naturally request prices at which buyers (feign to) balk. A recent movement among some lawyers and economists has been to label such disagreements in the context of standard-essential patents not as a natural part of bargaining, but as dispositive proof of “hold-up,” or the innovator’s purported abuse of newly gained market power to extort implementers. We have four primary issues with this hold-up fad.
First, such claims of “hold-up” are trotted out whenever an innovator’s royalty request offends the commentator’s sensibilities, and usually with reference to a theoretical hold-up possibility rather than any matter-specific evidence that hold-up is actually present. Second, as we have argued elsewhere, such arguments usually ignore the fact that implementers of innovations often possess significant countervailing power to “hold-out” as well. This is especially true as implementers have successfully pushed to curtail injunctive relief in standard-essential patent cases. Third, as Greg Werden and Froeb have recently argued, it is not clear why patent holdup—even where it might exist—need implicate antitrust law rather than be adequately handled as a contractual dispute. Lastly, it is certainly not the case that every disagreement over the value of an innovation is an exercise in hold-up, as even economists and lawyers have not reached anything resembling a consensus on the correct interpretation of a “fair” royalty.
At the heart of this case (and many recent cases) is (1) an indictment of Qualcomm’s desire to charge royalties to the maker of consumer devices based on the value of its technology and (2) a lack (to the best of our knowledge from public documents) of well vetted theoretical models that can provide the underpinning for the theory of the case. We discuss these in turn.
The smallest component “principle”
In arguing that “Qualcomm’s royalties are disproportionately high relative to the value contributed by its patented inventions,” (Complaint, ¶ 77) a key issue is whether Qualcomm can calculate royalties as a percentage of the price of a device, rather than a small percentage of the price of a chip. (Complaint, ¶¶ 61-76).
So what is wrong with basing a royalty on the price of the final product? A fixed portion of the price is not a perfect proxy for the value of embedded intellectual property, but it is a reasonable first approximation, much like retailers use fixed markups for products rather than optimizing the price of each SKU if the cost of individual determinations negate any benefits to doing so. The FTC’s main issue appears to be that the price of a smartphone reflects “many features in addition to the cellular connectivity and associated voice and text capabilities provided by early feature phones.” (Complaint, ¶ 26). This completely misses the point. What would the value of an iPhone be if it contained all of those “many features” but without the phone’s communication abilities? We have some idea, as Apple has for years marketed its iPod Touch for a quarter of the price of its iPhone line. Yet, “[f]or most users, the choice between an iPhone 5s and an iPod touch will be a no-brainer: Being always connected is one of the key reasons anyone owns a smartphone.”
What the FTC and proponents of the smallest component principle miss is that some of the value of all components of a smartphone are derived directly from the phone’s communication ability. Smartphones didn’t initially replace small portable cameras because they were better at photography (in fact, smartphone cameras were and often continue to be much worse than devoted cameras). The value of a smartphone camera is that it combines picture taking with immediate sharing over text or through social media. Thus, unlike the FTC’s claim that most of the value of a smartphone comes from features that are not communication, many features on a smartphone derive much of their value from the communication powers of the phone.
In the alternative, what the FTC wants is for the royalty not to reflect the value of the intellectual property but instead to be a small portion of the cost of some chipset—akin to an author of a paperback negotiating royalties based on the cost of plain white paper. As a matter of economics, a single chipset royalty cannot allow an innovator to capture the value of its innovation. This, in turn, implies that innovators underinvest in future technologies. As we have previously written:
For example, imagine that the same component (incorporating the same essential patent) is used to help stabilize flight of both commercial airplanes and toy airplanes. Clearly, these industries are likely to have different values for the patent. By negotiating over a single royalty rate based on the component price, the innovator would either fail to realize the added value of its patent to commercial airlines, or (in the case that the component is targeted primary to the commercial airlines) would not realize the incremental market potential from the patent’s use in toy airplanes. In either case, the innovator will not be negotiating over the entirety of the value it creates, leading to too little innovation.
The role of economics
Modern antitrust practice is to use economic models to explain how one gets from the evidence presented in a case to an anticompetitive conclusion. As Froeb, et al. have discussed, by laying out a mapping from the evidence to the effects, the legal argument is made clear, and gains credibility because it becomes falsifiable. The FTC complaint hypothesizes that “Qualcomm has excluded competitors and harmed competition through a set of interrelated policies and practices.” (Complaint, ¶ 3). Although Qualcomm explains how each of these policies and practices, by themselves, have clear business justifications, the FTC claims that combining them leads to an anticompetitive outcome.
Without providing a formal mapping from the evidence to an effect, it becomes much more difficult for a court to determine whether the theory of harm is correct or how to weigh the evidence that feeds the conclusion. Without a model telling it “what matters, why it matters, and how much it matters,” it is much more difficult for a tribunal to evaluate the “interrelated policies and practices.” In previous work, we have modeled the bilateral bargaining between patentees and licensees and have shown that when bilateral patent contracts are subject to review by an antitrust court, bargaining in the shadow of such a court can reduce the incentive to invest and thereby reduce welfare.
Concluding policy thoughts
What the FTC makes sound nefarious seems like a simple policy: requiring companies to seek licenses to Qualcomm’s intellectual property independent of any hardware that those companies purchase, and basing the royalty of that intellectual property on (an admittedly crude measure of) the value the IP contributes to that product. High prices alone do not constitute harm to competition. The FTC must clearly explain why their complaint is not simply about the “fairness” of the outcome or its desire that Qualcomm employ different bargaining paradigms, but rather how Qualcomm’s behavior harms the process of competition.
In the late 1950s, Nobel Laureate Robert Solow attributed about seven-eighths of the growth in U.S. GDP to technical progress. As Solow later commented: “Adding a couple of tenths of a percentage point to the growth rate is an achievement that eventually dwarfs in welfare significance any of the standard goals of economic policy.” While he did not have antitrust in mind, the import of his comment is clear: whatever static gains antitrust litigation may achieve, they are likely dwarfed by the dynamic gains represented by innovation.
Patent law is designed to maintain a careful balance between the costs of short-term static losses and the benefits of long-term gains that result from new technology. The FTC should present a sound theoretical or empirical basis for believing that the proposed relief sufficiently rewards inventors and allows them to capture a reasonable share of the whole value their innovations bring to consumers, lest such antitrust intervention deter investments in innovation.
The Federal Trade Commission’s (FTC) regrettable January 17 filing of a federal court injunctive action against Qualcomm, in the waning days of the Obama Administration, is a blow to its institutional integrity and well-earned reputation as a top notch competition agency.
Stripping away the semantic gloss, the heart of the FTC’s complaint is that Qualcomm is charging smartphone makers “too much” for licenses needed to practice standardized cellular communications technologies – technologies that Qualcomm developed. This complaint flies in the face of the Supreme Court’s teaching in Verizon v. Trinkothat a monopolist has every right to charge monopoly prices and thereby enjoy the full fruits of its legitimately obtained monopoly. But Qualcomm is more than one exceptionally ill-advised example of prosecutorial overreach, that (hopefully) will fail and end up on the scrapheap of unsound federal antitrust initiatives. The Qualcomm complaint undoubtedly will be cited by aggressive foreign competition authorities as showing that American antitrust enforcement now recognizes mere “excessive pricing” as a form of “monopoly abuse” – therefore justifying “excessive pricing” cases that are growing like topsy abroad, especially in East Asia.
Particularly unfortunate is the fact that the Commission chose to authorize the filing by a 2-1 vote, which ignored Commissioner Maureen Ohlhausen’s pithy dissent – a rarity in cases involving the filing of federal lawsuits. Commissioner Ohlhausen’s analysis skewers the legal and economic basis for the FTC’s complaint, and her summary, which includes an outstanding statement of basic antitrust enforcement principles, is well worth noting (footnote omitted):
My practice is not to write dissenting statements when the Commission, against my vote, authorizes litigation. That policy reflects several principles. It preserves the integrity of the agency’s mission, recognizes that reasonable minds can differ, and supports the FTC’s staff, who litigate demanding cases for consumers’ benefit. On the rare occasion when I do write, it has been to avoid implying that I disagree with the complaint’s theory of liability.
I do not depart from that policy lightly. Yet, in the Commission’s 2-1 decision to sue Qualcomm, I face an extraordinary situation: an enforcement action based on a flawed legal theory (including a standalone Section 5 count) that lacks economic and evidentiary support, that was brought on the eve of a new presidential administration, and that, by its mere issuance, will undermine U.S. intellectual property rights in Asia and worldwide. These extreme circumstances compel me to voice my objections.
Let us hope that President Trump makes it an early and high priority to name Commissioner Ohlhausen Acting Chairman of the FTC. The FTC simply cannot afford any more embarrassing and ill-reasoned antitrust initiatives that undermine basic principles of American antitrust enforcement and may be used by foreign competition authorities to justify unwarranted actions against American firms. Maureen Ohlhausen can be counted upon to provide needed leadership in moving the Commission in a sounder direction.
P.S. I have previously published a commentary at this site regarding an unwarranted competition law Statement of Objections directed at Google by the European Commission, a matter which did not involve patent licensing. And for a more general critique of European competition policy along these lines, see here.