| Much of today’s bodog app download are generated by the everyday activities of consumers as they communicate, shop, travel, work, or engage in routine interactions with other consumers, businesses, and government entities through digital systems, platforms, and social media. Given this massive accumulation of information, the opportunities for disputes over the use or misuse of consumer information continue to increase. | Cornerstone Research has experience in high-profile data privacy and data bodog app download matters, addressing a wide range of damages methodologies and analyses. Our experience covers all stages of litigation, including pre-litigation assessment of exposure, support for mediation, and expert testimony support at the class certification and merits phases. We also have substantial experience assisting clients in regulatory proceedings relating to data privacy or data bodog app download issues in the United States and Europe. |
Our extensive network includes top bodog app download from academia and industry.
Our extensive network includes top bodog app download from academia and industry.
Lorin M. Hitt
Zhang Jindong bodog app download of Operations, Information and Decisions,
The Wharton School, University of Pennsylvania;
Senior Advisor, Cornerstone bodog app download
Lorin Hitt is an expert in applied econometrics who works on a broad range of antitrust, product liability, and intellectual property matters. He studies the role of bodog app download and bodog app download technology in pricing and product strategy decisions, competition, market structure, and consumer behavior.
bodog app download Hitt’s research focuses on how information and technology create economic value; how goods and services are priced; how competition works in information-intensive industries and online markets; and how consumers search and use information in their decision-making, among other topics. In his research, bodog app download Hitt utilizes a variety of empirical methods to estimate demand and supply, measure the effect of external events on market prices, and value individual product features in differentiated products.
Professor Hitt has substantial experience addressing class certification, damages, and liability issues. His expertise includes analyzing market data and evaluating proposed empirical methods such as hedonic price analyses, difference-in-differences regression analyses, and conjoint analyses. He has testified in high-profile antitrust, product liability, data privacy, data bodog app download, and intellectual property matters, such as:
- Epic v. Apple, a matter involving Apple’s App Store, which Global Competition Review (GCR) recognized as its 2022 Matter bodog app download Year and Litigation bodog app download Year – Non-Cartel Defence
- Earl et al. v. Boeing and Southwest, in which the Fifth Circuit de-certified the proposed bodog app download on appeal
- Volkswagen “Clean Diesel” Litigation (Nemet et al. v. Volkswagen), in which the judge dismissed the case, finding the plaintiffs’ analyses to be unreliable and inadmissible due to critical flaws that bodog app download Hitt identified
- johannessohn bodog app download et al. v. Polaris
- In Re TFT-LCD (Flat Panel) Antitrust Litigation
- Stragent LLC et al. v. Intel Corp.
bodog app download Hitt’s research has been published in leading economics and management journals, including the Quarterly Journal of Economics, the Review of Economics and Statistics, the Journal of Economic Perspectives, Brookings Papers on Economic Activity, Management Science, and Information Systems bodog app download.
At the Wharton School and the Massachusetts Institute of Technology, Professor Hitt has taught courses on competition and customer pricing, information systems management, the economics of technology, and bodog app download analysis. He has won the annual Wharton Undergraduate Teaching Award more than ten times, and he has also been honored with the Wharton-wide Hauck Award and the University of Pennsylvania-wide Lindback Award for distinguished teaching.
Our extensive network includes top bodog app download from academia and industry.
Justin McCrary
Paul J. Evanson bodog app download of Law,
Columbia Law School;
Senior Advisor, Cornerstone bodog app download
Justin McCrary is a leading expert on statistical methods and economic modeling, with a focus on antitrust and competition, labor, and consumer product matters. bodog app download has testified on class certification, antitrust, labor, and statistics issues. His wide-ranging experience covers numerous industries and markets, such as automotive, commodities, technology, healthcare, life sciences, finance, telecommunications, and retail.
Antitrust and competition
bodog app download testifies in complex antitrust and competition matters in various industries. His experience includes:
- In a significant matter in a high-tech industry, he addressed allegations of a conspiracy to fix prices and also analyzed and rebutted an opposing expert’s damages model. In another matter, he analyzed damages resulting from alleged collusion among pharmacies.
- On behalf of a global food and agriculture corporation, bodog app download evaluated an alleged conspiracy to manipulate wheat futures and options contracts.
- bodog app download has experience in multiple large and complex antitrust class actions involving financial markets. For example, he addressed statistical sampling of alleged cartel communications in In re Foreign Exchange Benchmark Rates Antitrust Litigation.
- bodog app download rebutted damages in a case alleging that a large software provider maintained its monopoly position through anticompetitive practices, including exclusionary contracting. The client prevailed in a confidential arbitration proceeding.
- bodog app download has provided testimony in antitrust matters involving intellectual property. For example, in Palm Beach Tanning Inc. et al. v. Sunless Inc., an antitrust counterclaim filed in response to a trademark case, he analyzed Section 1 and 2 tying allegations and issues related to the Robinson-Patman Act.
- In the telecommunications industry, bodog app download served as a consulting expert for the U.S. Department of Justice in its review of AT&T’s acquisition of T-Mobile.
Labor
bodog app download has wide-ranging labor markets expertise. His representative experience includes:
- bodog app download provided testimony in two seminal no-poach litigation matters involving the McDonald’s and Jimmy John’s franchises. In both matters, he analyzed the potential procompetitive benefits of the challenged clauses and opined on class certification issues. Class certification was denied in both cases, with both U.S. district court judges relying on bodog app download’s analyses in their opinions.
- bodog app download testified on class certification issues in a high-profile gender discrimination case focused on pay and promotion outcomes at a large U.S. retailer. The judge subsequently denied certification of the plaintiffs’ proposed bodog app download.
- Defense counsel retained bodog app download to analyze merits and damages issues in Morgan et al. v. U.S. Soccer Federation Inc., a gender pay discrimination class action. Citing bodog app download’s expert report in his order, the judge ruled in favor of the defendant’s motion for summary judgment.
- Defense counsel in Robinson et al. v. Jackson Hewitt Inc. and Tax Services of America retained bodog app download to analyze allegations that franchise no-poaching agreements restricted mobility and suppressed compensation.
bodog app download fraud and product liability
Professor McCrary has testified in multiple matters alleging product liability, false advertising, and bodog app download of contract. For example, in Beaty v. Ford Motor Company, a product liability matter involving alleged automotive defects, he provided bodog app download and damages rebuttal testimony.
Serving as an expert in high-profile consumer class actions, bodog app download has conducted empirical analyses and provided testimony on issues related to causation, liability, and damages. He has also rebutted damages models using a variety of empirical techniques, including conjoint analysis and hedonic regressions.
Statistical methods and analysis
The founding director of the Social Sciences bodog app download Laboratory (D-Lab) at the University of California, Berkeley, Professor McCrary is an authority on high-performance computing and statistical techniques.
He has testified on sampling, probability theory, and statistical methods. bodog app download closely watched matter, In Re Twitter Inc. v. Elon Musk et al., he was retained to address allegations regarding the statistical sampling methods employed by Twitter in analyzing spam and fake accounts.
bodog app download has examined the statistical evidence for healthcare providers’ alleged overbilling of Medicare in both government audit and False Claims Act (FCA) matters. He also has substantial bodog app download with mortgage-backed securities matters, including rebuttals to analyses invoking matching estimators.
bodog app download and teaching
bodog app download publishes research on econometric methods, including on measuring damages in antitrust litigation. In addition, his scholarship covers a wide range of topics, including employment discrimination, high-frequency trading, financial market structure, and monetary policy. A prolific author and coauthor, his work has appeared in leading journals, including the American Economic Review, the Journal of Econometrics, and the Review of Economics and Statistics. bodog app download is a faculty research associate at the National Bureau of Economic Research (NBER).
Before joining Columbia University, bodog app download taught at the School of Law at the University of California, Berkeley.
Our extensive network includes top bodog app download from academia and industry.
Victor Stango
bodog app download, Graduate School of Management,
University of California, Davis
Victor Stango has been a leading expert in banking, household finance, and behavioral economics for more than twenty years. bodog app download Stango has served as an expert witness in numerous matters involving bank fees, credit card pricing and disclosures, insurance, and credit reporting, among other areas.
Much of bodog app download Stango’s expert work examines consumers’ usage and understanding of financial and nonfinancial products, including how they may interpret disclosures associated with those products. bodog app download Stango has testified in deposition and at trial.
In his academic research, Professor Stango examines how consumers make short- and long-run financial decisions; learn about and use financial products and services; and interpret financial disclosures and information provided to them by banks and other institutions. He also analyzes issues related to credit reporting, data bodog app download, and data privacy.
bodog app download Stango was formerly a senior economist at the Federal Reserve Banks of Chicago and New York. His research and opinions have been featured in major news outlets and leading academic journals, including the American Economic Review, the Journal of Finance, and the Review of Financial Studies. He has been recognized for outstanding teaching at UC Davis.
Our extensive network includes top bodog app download from academia and industry.
Lesley Chiou
Laurence de Rycke bodog app download of Economics,
Occidental College
Lesley Chiou addresses the antitrust, bodog app download, and copyright implications of search engine and social media business practices. An expert in the economics of the internet, Professor Chiou focuses on consumer behavior, firm competition, and implications for government regulation of online markets. In these contexts, she has addressed vertical integration in search markets, content aggregation by platforms, the use of trademarks in online search, and the effects of digital advertising on consumer behavior.
bodog app download Chiou applies her econometric expertise to address various issues related to frictionless commerce, such as bidding behavior in internet auctions, the impact of paywalls on demand for online news, and consumer responses to pricing changes. In addition, bodog app download Chiou has analyzed competition between online and offline firms. Her industry expertise includes arts and media, consumer goods, and retail.
bodog app download Chiou presents her research in governmental and academic settings. She has spoken at the Federal Trade Commission and Federal Communications Commission on topics related to competition in digital and print advertising markets. She has also participated in panels and presented her work at leading universities and conferences in the United States and Europe.
bodog app download Chiou’s papers have been published in the Journal of Economics and Management Strategy; the Journal of Law, Economics, and Organization; Marketing Science; and the Journal of Econometrics. She has coauthored working papers on search engines and bodog app download retention; how advertising on social networks can disseminate fake news; and internet access and inequality, among other topics.
At Occidental College, bodog app download Chiou teaches courses in econometrics and industrial organization. She has held visiting academic positions at UCLA and Boston University.
Data Privacy and Data bodog app download Capabilities
Our staff and experts have an in-depth understanding of the academic literature, proprietary data, and research on data privacy expectations, as well as the potential negative outcomes resulting from data bodog app download incidents. We have addressed issues relating to a wide spectrum of personal data, including demographic information, financial information, app and device user data, geolocation information, and individual behavior (such as smart-TV viewing habits).
We have worked on data privacy disputes and data bodog app download matters involving many industries, including major technology companies, app developers, smart device manufacturers, financial institutions, magazine publishers, national restaurant chains, credit reporting bureaus, and healthcare companies.
Cornerstone Research staff and experts have experience rebutting the methods plaintiffs use to value private bodog app download and determine alleged harm.
- “Market price”-based methods: Plaintiffs in data privacy and data bodog app download class actions often use so-called “market prices” and rely on transactions on the dark web or prices advertisers pay for targeted advertising. We have extensive experience in rebutting such methods.
- Conjoint analysis: Conjoint analysis is another method used by plaintiffs in data privacy and data bodog app download class actions to quantify the alleged overpayment for products and services. We have extensive experience with conjoint analysis and have rebutted such methods in disputes involving personal data.
Learn more - Contingent valuation: Plaintiffs in data privacy and data bodog app download class actions have proposed contingent valuation surveys to assess, for example, how much consumers value their data or how much they would pay to protect their data. In these cases, we have evaluated the survey instrument and assessed the reliability of the results. As part of our analysis, we relied on academic research that demonstrates biases generated by contingent valuation surveys, including the susceptibility of such surveys to the “privacy paradox,” the well-known discrepancy between consumers’ stated privacy preferences and actual behavior.
Causation is at the forefront of data bodog app download class actions, as plaintiffs allege the bodog app download caused fraudulent use of their data. However, because consumers may typically share the same types of data with multiple parties (e.g., payment card data) and because concurrent data bodog app download incidents have become increasingly common, it can be difficult to establish a link between fraudulent activity and a particular data bodog app download incident.
In data bodog app download cases, linking economic harm to the alleged misuse of personal information may be further complicated if such information was already in the public domain, or if consumers benefitted from the company’s use of such personal information (e.g., by receiving more tailored products or services).
Litigation relating to personal data usually involves an assessment of how consumers would respond in the but-for world to information regarding the use of their personal data. In many instances, key events can be used as natural experiments to analyze consumers’ real-world responses to such information. For example, statistical analysis can be used to analyze consumers’ product usage or product purchase decisions before and after a privacy-related disclosure by the company. Similarly, statistical analysis can be used to analyze consumer complaints about fraudulent payment card activity or consumers’ decisions to sign up for identity theft protection services before and after the announcement of a data bodog app download incident.
Our expertise with processing and analysis of large datasets enables us to study such real-world behavior.
We conduct rigorous consumer surveys to address a variety of issues that may arise in litigation related to personal bodog app download, such as:
- Consumer expectations, awareness, or understanding of the types of bodog app download companies at issue collect, store, use, or share with third parties
- bodog app download expectations, awareness, or understanding of targeted advertising
- Materiality of disclosures regarding targeted advertising and the types of consumer bodog app download that are collected, stored, used, or shared with third parties
- The nature and extent of consumers’ bodog app download-sharing behavior with third parties
Cornerstone Research staff and experts have prepared expert reports during the class certification stage and merits phase of data privacy and data bodog app download litigation. We have experience developing affirmative surveys and rebutting surveys, including conjoint studies, and have successfully rebutted various “market price”-based and other approaches to calculating damages at both the class certification stage and merits phase of class actions.
A variety of economic and legal issues have arisen in data bodog app download and data protection litigation as a result of the European Union’s General Data Protection Regulation (GDPR) and the UK’s Data Protection Act 2018 (DPA 2018). The right to compensation under these two laws has, by design, introduced a significant risk of damages actions following allegations of unauthorized use of, or access to, personal data. The emerging but nascent stage of such litigation in the UK means that experience from other jurisdictions and practice areas can provide significant insight into the likely challenges and opportunities when responding to such damages actions. Cornerstone Research staff and experts have assisted clients in proceedings in front of European data protection authorities.
Government agencies have recently put increased focus on the use of alleged “dark patterns,” or activities by firms that are loosely described as confusing, tricking, or manipulating consumers to take actions they did not intend to. Allegations related to the use of dark patterns have included alleged hidden fees, unauthorized charges, and obscure bodog app download settings. Cornerstone Research professionals and affiliated experts have experience designing analysis to evaluate these types of allegations.
Selected Professionals
Our staff consultants contribute expertise in economics, finance, accounting, and marketing, as well as business acumen, familiarity with the litigation process, and a commitment to provide outstanding support.
Featured Cases and Publications
How can we help you?
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