{"id":1558,"date":"2014-11-12T20:10:18","date_gmt":"2014-11-12T20:10:18","guid":{"rendered":"http:\/\/cpip.gmu.edu\/?p=1558"},"modified":"2026-02-03T21:21:19","modified_gmt":"2026-02-03T21:21:19","slug":"cohen-et-al-patent-trolls-study-uses-incomplete-data-performs-flawed-empirical-tests-and-makes-unsupportable-findings","status":"publish","type":"post","link":"https:\/\/blogs.uakron.edu\/ualawip\/2014\/11\/12\/cohen-et-al-patent-trolls-study-uses-incomplete-data-performs-flawed-empirical-tests-and-makes-unsupportable-findings\/","title":{"rendered":"[Archived Post] Cohen et al. \u201cPatent Trolls\u201d Study Uses Incomplete Data, Performs Flawed  Empirical Tests, and Makes Unsupportable Findings"},"content":{"rendered":"<p><em>PDF summary available <span style=\"text-decoration: underline\"><a href=\"http:\/\/sls.gmu.edu\/cpip\/wp-content\/uploads\/sites\/31\/2014\/11\/Critique-of-Cohen-et.-al-Patent-Troll-Study.pdf\">here<\/a><\/span><\/em><\/p>\n<p><strong>I. \u00a0 <span style=\"text-decoration: underline\">Introduction<\/span><\/strong><\/p>\n<p>A recent draft study about patent licensing companies entitled \u201c<a href=\"http:\/\/www.nber.org\/papers\/w20322\"><em>Patent Trolls: Evidence from Targeted Firms<\/em><\/a><em>\u201d<\/em> is making the rounds on Capitol Hill and receiving press coverage. This attention is unfortunate, because the study is deeply flawed and <strong>its conclusions cannot and should not be relied upon<\/strong>. If the draft paper is ever published in a peer reviewed journal, it will certainly need to be greatly revised first, with its most notable results likely changing or disappearing.\u00a0 In sum, <strong>the study should receive no credit in policy debates<\/strong>.<\/p>\n<p>The study, by Lauren Cohen, Umit G. Gurun, and Scott Duke Kominers, finds that non-practicing entities (NPEs) are \u201copportunistic\u201d because they target defendants that (1) are cash-rich (particularly compared to practicing entity patentees), (2) operate in industries that \u201chave nothing to do with the patent\u201d in suit, (3) are staffed by small legal teams, and (4) are busy with numerous non-IP cases. Additionally, the authors conclude that defendants that lose in patent litigation with NPEs on average have marked declines in subsequent R&amp;D expenditures, on the order of $200 million per year. On this basis, the authors suggest \u201cthe marginal policy response should be to more carefully limit the power of NPEs.\u201d One of the authors has been circulating this unpublished study to congressional staffers to make the case that NPEs have a large negative effect on US innovation.<\/p>\n<p><strong>II. \u00a0 <span style=\"text-decoration: underline\">Critique of the Study<\/span><\/strong><\/p>\n<p>Professor Ted Sichelman, University of San Diego School of Law, and an expert in empirical studies of patent litigation, critiques the most recent, publicly available version of the Cohen et al. study in detail in his response paper, \u201c<a href=\"http:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=2520125\"><em>Are Patent Trolls \u2018Opportunistic<\/em><\/a>?\u201d.<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a> He finds that the study\u2019s dataset is incomplete and unrepresentative, its theoretical model is flawed, and its empirical models are unsound. Professor Sichelman concludes that neither their findings nor policy prescriptions are justified. Major weaknesses in the study are as follows:<\/p>\n<ul>\n<li>The study\u2019s public firm defendant dataset in current version of paper is incomplete and unrepresentative<\/li>\n<li>The study relies on proprietary, unverified coding from PatentFreedom that groups together numerous NPE types (including individuals, R&amp;D shops, and IP holding companies of operating companies), but in making its policy recommendations, the study assumes all NPEs are patent aggregators<\/li>\n<li>The study\u2019s finding that NPEs sue cash-rich defendants may simply be driven by the fact that NPEs tend to target software, Internet, and finance-related companies for reasons unrelated to cash holdings, but these companies simply happen to have larger cash-holdings than the average publicly traded company<\/li>\n<li>When comparing NPE behavior to that of operating companies, the study improperly includes operating company suits in which the patentees primarily seek injunctions, which are not cash-driven suits\n<ul>\n<li>Our belief is that NPEs and operating companies alike that primarily seek royalties are likely to seek defendants with enough cash to pay likely damage awards and\u2014like a seller of goods ensuring that a buyer has sufficient cash to pay for those goods\u2014there is nothing \u201copportunistic\u201d in this behavior<\/li>\n<\/ul>\n<\/li>\n<li>NPEs asserting patented technology that is different from the primary industry of the accused infringer are typically not going \u201cafter profits unrelated to the patents\u201d\n<ul>\n<li>For instance, the use of patented computer hardware, software, or technical equipment may occur in any industry and provide a competitive advantage relative to others using non-patented technology<\/li>\n<\/ul>\n<\/li>\n<li>The study\u2019s datasets and variables to determine the size of law firm and the number of pending cases are incomplete and flawed<\/li>\n<li>The authors\u2019 finding that R&amp;D of accused infringers is differentially affected by a \u201closs\u201d is based on a very small dataset of \u201cwins\u201d (n=35)<\/li>\n<\/ul>\n<p>In sum, <strong>there is no support for the study\u2019s policy recommendation \u201cto more carefully limit the power of NPEs.\u201d<\/strong> In this regard, we reiterate our view that any plaintiff targeting defendants with enough cash to satisfy a damages judgment is simply ordinary litigation behavior. According to Professor Sichelman, there is \u201cmassive risk aversion by many small NPEs\u201d and \u201clarge uncertainty in [patent] cases\u201d that may cause any patentee primarily seeking money damages to assert its patents against defendants who can pay their bills.<\/p>\n<p>Finally, in making their policy proposals to restrict NPEs, Cohen et al. rely on the discredited study of Bessen and Meurer (2014) to argue that NPEs do not channel a large percentage of funds received back to inventors. As <a href=\"http:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=2117421\">Schwartz and Kesan (2014)<\/a> have shown, Bessen and Meurer\u2019s study is inapplicable to most NPEs, because only 12 publicly traded aggregators were examined, and even for those 12 aggregators, Schwartz and Kesan persuasively argue that Bessen and Meurer\u2019s findings are wrong. Indeed, there is ample evidence that many patent aggregators return 50% of net recoveries in litigation or licensing (i.e., after paying for attorneys\u2019 fees and related costs) and that many NPEs are individuals, R&amp;D shops, and other entities that effectively keep 100% of the net returns from recoveries.<\/p>\n<p><strong>As such, the Cohen et al. (2014) study should receive no credit in congressional policy debates.<\/strong> Indeed, another leading academic at a recent conference expressed surprise and dismay that this early-stage study was being circulated by its authors throughout Congress.<\/p>\n<p><em>Notes:<\/em><\/p>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\">[1]<\/a> The authors presented new material in response to Sichelman\u2019s critique at a recent conference, but as far as we know, they have not made any of it available to the general public. As such, we focus on Sichelman\u2019s critique of the most recent, publicly available version of the study.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PDF summary available here I. \u00a0 Introduction A recent draft study about patent licensing companies entitled \u201cPatent Trolls: Evidence from Targeted Firms\u201d is making the rounds on Capitol Hill and receiving press coverage. This attention is unfortunate, because the study is deeply flawed and its conclusions cannot and should not be relied upon. If the [&hellip;]<\/p>\n","protected":false},"author":3627,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[7,16,21,26,33,34,35,36,37,48,1],"tags":[],"class_list":["post-1558","post","type-post","status-publish","format-standard","hentry","category-commercialization","category-economic-study","category-high-tech-industry","category-innovation-2","category-law-and-economics","category-legislation","category-patent-law","category-patent-licensing","category-patent-litigation","category-software-patent-high-tech-industry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/posts\/1558","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/users\/3627"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/comments?post=1558"}],"version-history":[{"count":1,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/posts\/1558\/revisions"}],"predecessor-version":[{"id":15920,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/posts\/1558\/revisions\/15920"}],"wp:attachment":[{"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/media?parent=1558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/categories?post=1558"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.uakron.edu\/ualawip\/wp-json\/wp\/v2\/tags?post=1558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}