Archives For NPE

This was previously posted to the Center for the Protection of Intellectual Property Blog on October 4, and given that Congress is rushing headlong into enacting legislation to respond to an alleged crisis over “patent trolls,” it bears reposting if only to show that Congress is ignoring its own experts in the Government Accountability Office who officially reported this past August that there’s no basis for this legislative stampede.

As previously reported, there are serious concerns with the studies asserting that a “patent litigation explosion” has been caused by patent licensing companies (so-called non-practicing entities (“NPEs”) or “patent trolls”). These seemingly alarming studies (see here and here) have drawn scholarly criticism for their use of proprietary, secret data collected from companies like RPX and Patent Freedom – companies whose business models are predicated on defending against patent licensing companies. In addition to raising serious questions about self-selection and other biases in the data underlying these studies, the RPX and Patent Freedom data sets to this day remain secret and are unknown and unverifiable.  Thus, it is impossible to apply the standard scientific and academic norm that all studies make available data for confirmation of the results via independently produced studies.  We have long suggested that it was time to step back from such self-selecting “statistics” based on secret data and nonobjective rhetoric in the patent policy debates.

At long last, an important and positive step has been taken in this regard. The Government Accountability Office (GAO) has issued a report on patent litigation, entitled “Intellectual Property: Assessing Factors that Affect Patent Infringement Litigation Could Help Improve Patent Quality,” (“the GAO Report”), which was mandated by § 34 of the America Invents Act (AIA). The GAO Report offers an important step in the right direction in beginning a more constructive, fact-based discussion about litigation over patented innovation.

The GAO is an independent, non-partisan agency under Congress.  As stated in its report, it was tasked by the AIA to undertake this study in response to “concerns that patent infringement litigation by NPEs is increasing and that this litigation, in some cases, has imposed high costs on firms that are actually developing and manufacturing products, especially in the software and technology sectors.”  Far from affirming such concerns, the GAO Report concludes that no such NPE litigation problem exists.

In its study of patent litigation in the United States, the GAO primarily utilized data obtained from Lex Machina, a firm specialized in collecting and analyzing IP litigation data.  To describe what is known about the volume and characteristics of recent patent litigation activity, the GAO utilized data provided by Lex Machina for all patent infringement lawsuits between 2000 and 2011.  Additionally, Lex Machina also selected a sample of 500 lawsuits – 100 per year from 2007 to 2011 – to allow estimated percentages with a margin of error of no more than plus or minus 5% points over all these years and no more than plus or minus 10% points for any particular year.  From this data set, the GAO extrapolated its conclusion that current concerns expressed about patent licensing companies were misplaced. 

Interestingly, the methodology employed by the GAO stands in stark contrast to the prior studies based on secret, proprietary data from RPX and Patent Freedom. The GAO Report explicitly recognized that these prior studies were fundamentally flawed given that they relied on “nonrandom, nongeneralizable” data sets from private companies (GAO Report, p. 26).  In other words, even setting aside the previously reported concerns of self-selection bias and nonobjective rhetoric, it is inappropriate to draw statistical inferences from such sample data sets to the state of patent litigation in the United States as a whole.  In contrast, the sample of 500 lawsuits selected by Lex Machina for the GAO study is truly random and generalizable (and its data is publicly available and testable by independent scholars).

Indeed, the most interesting results in the GAO Report concern its conclusions from the publicly accessible Lex Machina data about the volume and characteristics of patent litigation today.  The GAO Report finds that between 1991 and 2011, applications for all types of patents increased, with the total number of applications doubling across the same period (GAO Report, p.12, Fig. 1).  Yet, the GAO Report finds that over the same period of time, the rate of patent infringement lawsuits did not similarly increase.  Instead, the GAO reports that “[f]rom 2000 to 2011, about 29,000 patent infringement lawsuits were filed in the U.S. district courts” and that the number of these lawsuits filed per year fluctuated only slightly until 2011 (GAO Report, p. 14).  The GAO Report also finds that in 2011 about 900 more lawsuits were filed than the average number of lawsuits in each of the four previous years, which an increase of about 31%, but it attributes this to the AIA’s prohibition on joinder of multiple defendants in a single patent infringement lawsuit that went into effect in 2011 (GAO Report, p. 14).  We also discussed the causal effect of the AIA joinder rules on the recent increase in patent litigation here and here.

The GAO Report next explores the correlation between the volume of patent infringement lawsuits filed and the litigants who brought those suits.  Utilizing the data obtained from Lex Machina, the GAO observed that from 2007 to 2011 manufacturing companies and related entities brought approximately 68% of all patent infringement lawsuits, while patent aggregating and licensing companies brought only 19% of such lawsuits. (The remaining 13% of lawsuits were brought by individual inventors, universities, and a number of entities the GAO was unable to verify.) The GAO Report acknowledged that lawsuits brought by patent licensing companies increased in 2011 (24%), but it found that this increase is not statistically significant. (GAO Report, pp. 17-18)

The GAO also found that the lawsuits filed by manufacturers and patent licensing companies settled or likely settled at similar rates (GAO Report, p. 25).  Again, this contradicts widely asserted claims today that patent licensing companies bring patent infringement lawsuits solely for purposes of only nuisance settlements (implying that manufacturers litigate patents to trial at a higher rate than patent licensing companies).

In sum, the GAO Report reveals that the conventional wisdom today about a so-called “patent troll litigation explosion” is unsupported by the facts (see also here and here).  Manufacturers – i.e., producers of products based upon patented innovation – bring the vast majority of patent infringement lawsuits, and that these lawsuits have similar characteristics as those brought by patent licensing companies.

The GAO Report shines an important spotlight on a fundamental flaw in the current policy debates about patent licensing companies (the so-called “NPEs” or “patent trolls”).  Commentators, scholars and congresspersons pushing for legislative revisions to patent litigation to address a so-called “patent troll problem” have relied on overheated rhetoric and purported “studies” that simply do not hold up to empirical scrutiny.  While mere repetition of unsupported and untenable claims makes such claims conventional wisdom (and thus “truth” in the minds of policymakers and the public), it is still no substitute for a sensible policy discussion based on empirically sound data. 

This is particularly important given that the outcry against patent licensing companies continues to sweep the popular media and is spurring Congress and the President to propose substantial legislative and regulatory revisions to the patent system.  With the future of innovation at stake, it is not crazy to ask that before we make radical, systemic changes to the patent system that we have validly established empirical evidence that such revisions are in fact necessary or at least would do more good than harm. The GAO Report reminds us all that we have not yet reached this minimum requirement for sound, sensible policymaking.

Earlier this month, Representatives Peter DeFazio and Jason Chaffetz picked up the gauntlet from President Obama’s comments on February 14 at a Google-sponsored Internet Q&A on Google+ that “our efforts at patent reform only went about halfway to where we need to go” and that he would like “to see if we can build some additional consensus on smarter patent laws.” So, Reps. DeFazio and Chaffetz introduced on March 1 the Saving High-tech Innovators from Egregious Legal Disputes (SHIELD) Act, which creates a “losing plaintiff patent-owner pays” litigation system for a single type of patent owner—patent licensing companies that purchase and license patents in the marketplace (and who sue infringers when infringers refuse their requests to license). To Google, to Representative DeFazio, and to others, these patent licensing companies are “patent trolls” who are destroyers of all things good—and the SHIELD Act will save us all from these dastardly “trolls” (is a troll anything but dastardly?).

As I and other scholars have pointed out, the “patent troll” moniker is really just a rhetorical epithet that lacks even an agreed-upon definition.  The term is used loosely enough that it sometimes covers and sometimes excludes universities, Thomas Edison, Elias Howe (the inventor of the lockstitch in 1843), Charles Goodyear (the inventor of vulcanized rubber in 1839), and even companies like IBM.  How can we be expected to have a reasonable discussion about patent policy when our basic terms of public discourse shift in meaning from blog to blog, article to article, speaker to speaker?  The same is true of the new term, “Patent Assertion Entities,” which sounds more neutral, but has the same problem in that it also lacks any objective definition or usage.

Setting aside this basic problem of terminology for the moment, the SHIELD Act is anything but a “smarter patent law” (to quote President Obama). Some patent scholars, like Michael Risch, have begun to point out some of the serious problems with the SHIELD Act, such as its selectively discriminatory treatment of certain types of patent-owners.  Moreover, as Professor Risch ably identifies, this legislation was so cleverly drafted to cover only a limited set of a specific type of patent-owner that it ended up being too clever. Unlike the previous version introduced last year, the 2013 SHIELD Act does not even apply to the flavor-of-the-day outrage over patent licensing companies—the owner of the podcast patent. (Although you wouldn’t know this if you read the supporters of the SHIELD Act like the EFF who falsely claim that this law will stop patent-owners like the podcast patent-owning company.)

There are many things wrong with the SHIELD Act, but one thing that I want to highlight here is that it based on a falsehood: the oft-repeated claim that two Boston University researchers have proven in a study that “patent troll suits cost American technology companies over $29 billion in 2011 alone.”  This is what Rep. DeFazio said when he introduced the SHIELD Act on March 1. This claim was repeated yesterday by House Members during a hearing on “Abusive Patent Litigation.” The claim that patent licensing companies cost American tech companies $29 billion in a single year (2011) has become gospel since this study, The Direct Costs from NPE Disputes, was released last summer on the Internet. (Another name of patent licensing companies is “Non Practicing Entity” or “NPE.”)  A Google search of “patent troll 29 billion” produces 191,000 hits. A Google search of “NPE 29 billion” produces 605,000 hits. Such is the making of conventional wisdom.

The problem with conventional wisdom is that it is usually incorrect, and the study that produced the claim of “$29 billion imposed by patent trolls” is no different. The $29 billion cost study is deeply and fundamentally flawed, as explained by two noted professors, David Schwartz and Jay Kesan, who are also highly regarded for their empirical and economic work in patent law.  In their essay, Analyzing the Role of Non-Practicing Entities in the Patent System, also released late last summer, they detailed at great length serious methodological and substantive flaws in The Direct Costs from NPE Disputes. Unfortunately, the Schwartz and Kesan essay has gone virtually unnoticed in the patent policy debates, while the $29 billion cost claim has through repetition become truth.

In the hope that at least a few more people might discover the Schwartz and Kesan essay, I will briefly summarize some of their concerns about the study that produced the $29 billion cost figure.  This is not merely an academic exercise.  Since Rep. DeFazio explicitly relied on the $29 billion cost claim to justify the SHIELD Act, and he and others keep repeating it, it’s important to know if it is true, because it’s being used to drive proposed legislation in the real world.  If patent legislation is supposed to secure innovation, then it behooves us to know if this legislation is based on actual facts. Yet, as Schwartz and Kesan explain in their essay, the $29 billion cost claim is based on a study that is fundamentally flawed in both substance and methodology.

In terms of its methodological flaws, the study supporting the $29 billion cost claim employs an incredibly broad definition of “patent troll” that covers almost every person, corporation or university that sues someone for infringing a patent that it is not currently being used to manufacture a product at that moment.  While the meaning of the “patent troll” epithet shifts depending on the commentator, reporter, blogger, or scholar who is using it, one would be extremely hard pressed to find anyone embracing this expansive usage in patent scholarship or similar commentary today.

There are several reasons why the extremely broad definition of “NPE” or “patent troll” in the study is unusual even compared to uses of this term in other commentary or studies. First, and most absurdly, this definition, by necessity, includes every university in the world that sues someone for infringing one of its patents, as universities don’t manufacture goods.  Second, it includes every individual and start-up company who plans to manufacture a patented invention, but is forced to sue an infringer-competitor who thwarted these business plans by its infringing sales in the marketplace.  Third, it includes commercial firms throughout the wide-ranging innovation industries—from high tech to biotech to traditional manufacturing—that have at least one patent among a portfolio of thousands that is not being used at the moment to manufacture a product because it may be “well outside the area in which they make products” and yet they sue infringers of this patent (the quoted language is from the study). So, according to this study, every manufacturer becomes an “NPE” or “patent troll” if it strays too far from what somebody subjectively defines as its rightful “area” of manufacturing. What company is not branded an “NPE” or “patent troll” under this definition, or will necessarily become one in the future given inevitable changes in one’s business plans or commercial activities? This is particularly true for every person or company whose only current opportunity to reap the benefit of their patented invention is to license the technology or to litigate against the infringers who refuse license offers.

So, when almost every possible patent-owning person, university, or corporation is defined as a “NPE” or “patent troll,” why are we surprised that a study that employs this virtually boundless definition concludes that they create $29 billion in litigation costs per year?  The only thing surprising is that the number isn’t even higher!

There are many other methodological flaws in the $29 billion cost study, such as its explicit assumption that patent litigation costs are “too high” without providing any comparative baseline for this conclusion.  What are the costs in other areas of litigation, such as standard commercial litigation, tort claims, or disputes over complex regulations?  We are not told.  What are the historical costs of patent litigation?  We are not told.  On what basis then can we conclude that $29 billion is “too high” or even “too low”?  We’re supposed to be impressed by a number that exists in a vacuum and that lacks any empirical context by which to evaluate it.

The $29 billion cost study also assumes that all litigation transaction costs are deadweight losses, which would mean that the entire U.S. court system is a deadweight loss according to the terms of this study.  Every lawsuit, whether a contract, tort, property, regulatory or constitutional dispute is, according to the assumption of the $29 billion cost study, a deadweight loss.  The entire U.S. court system is an inefficient cost imposed on everyone who uses it.  Really?  That’s an assumption that reduces itself to absurdity—it’s a self-imposed reductio ad absurdum!

In addition to the methodological problems, there are also serious concerns about the trustworthiness and quality of the actual data used to reach the $29 billion claim in the study.  All studies rely on data, and in this case, the $29 billion study used data from a secret survey done by RPX of its customers.  For those who don’t know, RPX’s business model is to defend companies against these so-called “patent trolls.”  So, a company whose business model is predicated on hyping the threat of “patent trolls” does a secret survey of its paying customers, and it is now known that RPX informed its customers in the survey that their answers would be used to lobby for changes in the patent laws.

As every reputable economist or statistician will tell you, such conditions encourage exaggeration and bias in a data sample by motivating participation among those who support changes to the patent law.  Such a problem even has a formal name in economic studies: self-selection bias.  But one doesn’t need to be an economist or statistician to be able to see the problems in relying on the RPX data to conclude that NPEs cost $29 billion per year. As the classic adage goes, “Something is rotten in the state of Denmark.”

Even worse, as I noted above, the RPX survey was confidential.  RPX has continued to invoke “client confidences” in refusing to disclose its actual customer survey or the resulting data, which means that the data underlying the $29 billion claim is completely unknown and unverifiable for anyone who reads the study.  Don’t worry, the researchers have told us in a footnote in the study, they looked at the data and confirmed it is good.  Again, it doesn’t take economic or statistical training to know that something is not right here. Another classic cliché comes to mind at this point: “it’s not the crime, it’s the cover-up.”

In fact, keeping data secret in a published study violates well-established and longstanding norms in all scientific research that data should always be made available for testing and verification by third parties.  No peer-reviewed medical or scientific journal would publish a study based on a secret data set in which the researchers have told us that we should simply trust them that the data is accurate.  Its use of secret data probably explains why the $29 billion study has not yet appeared in a peer-reviewed journal, and, if economics has any claim to being an actual science, this study never will.  If a study does not meet basic scientific standards for verifying data, then why are Reps. DeFazio and Chaffetz relying on it to propose national legislation that directly impacts the patent system and future innovation?  If heads-in-the-clouds academics would know to reject such a study as based on unverifiable, likely biased claptrap, then why are our elected officials embracing it to create real-world legal rules?

And, to continue our running theme of classic clichés, there’s the rub. The more one looks at the actual legal requirements of the SHIELD Act, the more, in the words of Professor Risch, one is left “scratching one’s head” in bewilderment.  The more one looks at the supporting studies and arguments in favor of the SHIELD Act, the more one is left, in the words of Professor Risch, “scratching one’s head.”  The more and more one thinks about the SHIELD Act, the more one realizes what it is—legislation that has been crafted at the behest of the politically powerful (such as an Internet company who can get the President to do a special appearance on its own social media website) to have the government eliminate a smaller, publicly reviled, and less politically-connected group.

In short, people may have legitimate complaints about the ways in which the court system in the U.S. generally has problems.  Commentators and Congresspersons could even consider revising the general legal rules governing patent ligtiation for all plaintiffs and defendants to make the ligitation system work better or more efficiently (by some established metric).   Professor Risch has done exactly this in a recent Wired op-ed.  But it’s time to call a spade a spade: the SHIELD Act is a classic example of rent-seeking, discriminatory legislation.