Peer-reviewed Publications

Predicted probabilities for trust, each category separately

Predicted probabilities for shopping behavior over time

The Impact of Consumer Protection in the Digital Age: Evidence from the European Union (with Justus Haucap and Ulrich Heimeshoff), International Journal of Industrial Organization, 2020, 73, 102585. [Link]

We investigate the effect of an EU-wide consumer protection regulation on consumer trust as well as consumer behavior. The Unfair Commercial Practice Directive (UCPD) was implemented by EU member states between 2007 and 2010. We utilize data from the Special and Flash Eurobarometer for the years between 2006 and 2014 and experts' evaluation on consumer protection levels before the introduction of the regulation. This rich data set allows us to apply a difference-in-difference estimator with multiple time periods. We find a significant relationship between the introduction of the UCPD and consumer trust and cross-border purchases for countries with a low consumer protection level before the introduction of the UCPD. The relationship increases over time and stays then relatively constant.

Other publications

Competition and Sustainability: Economic Policy and Options for Reform in Antitrust and Competition Law  (with Justus Haucap, Rupprecht Podszun and Tristan Rohner) United Kingdom: Edward Elgar Publishing, 2024. [Link

Chapter 1 can be read online for free: here.

Wettbewerb und Nachhaltigkeit: Reformoptionen für ein nachhaltiges Kartellrecht (with Justus Haucap, Rupprecht Podszun, Tristan Rohner and Philipp Offergeld), Wirtschaft und Wettbewerb, Volume 6, 2023. [Link]

English title: Competition and Sustainability: Options for the Reform of Competition Law

Wettbewerb und Nachhaltigkeit in Deutschland und der EU (with Justus Haucap, Rupprecht Podszun, Rüdiger Hahn, Charlotte Kreuter-Kirchhof, Tristan Rohner, Philipp Offergeld and Alexandra May), Study on behalf of the Federal Ministry for Economic Affairs and Climate Action of Germany, 2023. [Link]

English title: Competition and Sustainability in Germany and the EU

Verbraucherschutz im digitalen Zeitalter, DICE Policy Brief 18, November 2020. [Link]

English title: Consumer Protection in the Digital Age

Conference Debriefing: Wie gefährlich sind Big Data, künstliche Intelligenz und Algorithmen für den Wettbewerb?, Blog entry on D’Kart.

English title: How Dangerous are Big Data, Artificial Intelligence and Algorithms for Competition?


Working Papers

Do Consumers Really Care? Competitive Misconduct, Attention, and Prices [Available upon request.]

What shapes consumer behavior? I analyze consumers' reactions to price changes due to competitive misconduct and how these reactions are shaped by additional information under the constraint of inattention. Using a rich dataset on consumers, their purchased products, and cartels in the United States, I show that consumers react to collusion only in the long run. Although cartels are known to cause higher prices for consumers, the latter usually do not know that a cartel exists. In this case, consumers rely on additional information to mitigate the information asymmetries. Consequently, in a next step, I investigate consumer behavior in response to additional information by adding news reports to the data. I show that news reports significantly lower the demand for cartelized products. Further results imply that low-income consumers react to collusion and news, and high-income consumers only become attentive when there is a news report. In addition, the sentiment analysis reveals that more negative news will significantly reduce demand in the post-cartel period for all consumer types. Consequently, news reports play an important role in reducing the inattention bias and asymmetric information between firms and consumers. 

Do Managerial Incentives Facilitate Anti-Competitive Behavior? Evidence from Collusion (with Marek Giebel) [Available upon request.]

We investigate the relationship between management incentives and collusion. This is particularly important as the manager acts on behalf of the owner and determines the firm strategy. Compensation schemes, intended to overcome the principle-agent problem between shareholders and managers, generally determine their managerial actions. While this is beneficial by aligning managers’ interests with those of the firm’s shareholders, the means to achieve this goal could be detrimental from a social welfare perspective. Our empirical analysis is based on a combination of firm, manager, and cartel data to identify managers' remuneration schemes and cartels within the United States. We show that a higher degree of managers' long-term incentives indeed facilitates and stabilizes collusion. Further analyzing the remuneration schemes of various management positions, we find that the impact is particularly pronounced for non-CEOs and CFOs. Additional results imply that firms run by managers with a higher share of equity compensation or more equity-based risk-taking incentives are more likely to behave anti-competitive.

Presented at ASSA (Paper Session), IIOC, CBS Econ Junior Seminar, SIOE, EEA, JEI, VfS , EARIE.

Overconfidence and Collusion (with Marek Giebel, Catarina Marvão & Giancarlo Spagnolo) [Available upon request.]

We explore whether there is a relationship between CEO overconfidence and collusion. Overconfidence may make managers compete if they expect to be able to outperform their competitors, or it may push them to collude if they expect not to be caught/convicted or if their expected sanction is low. On the other hand, there may be a feedback effect in the sense that CEO overconfidence may increase during the duration of the cartel while the cartel remains undetected. Further, this growth in overconfidence may lead to the cartels being discovered. Overconfidence is defined, as in Malmendier and Tate (2005), as the tendency to hold too much firm risk, in a "habitual" (longholder, and net buyer) or short-term (holder 67) manner. We document that: (1) there is a positive and highly significant relationship between overconfidence and collusion, and (2) overconfidence granger causes cartel participation (net buyer) (and not the other way around). We then examine the mechanisms underlying this relationship.

Reaching for the Society: The Commercializing Effects of NASA Technology Transfer (with Marek Giebel) [Available upon request.]

How does technology transfer of government inventions affect follow-on innovation? Being aware of the importance of technology development and commercialization, the United States enacted a group of policies in the 1980s that aimed at promoting the commercializing of government-funded research by licensing. It, however, remains questionable whether patenting and licensing are appropriate tools to spur welfare-improving follow-on innovation. We exploit technology-related information from the NASA Technology Transfer Program that fosters the licensing of NASA technologies by third parties and combine it with United States patent data. We find that NASA technologies in the licensing portfolio show a similar follow-on innovation pattern as those that are not. Leveraging the information about the licensing status, we find that an exclusive licensing agreement facilitates subsequent technological developments. Consequently, our results imply that commercialization by licensing government inventions is an important policy tool to increase the benefits for society.

Work in progress (selected)

Public Enterprises and Collusion (with Justus Haucap)

Predicting Collusion

Fraudulent Firm Behavior and Consumer Response: Evidence from Media Data

Mental Health of Employees 

Predicting Health Status using Text-based Data (with Marek Giebel)

Green Transition and Economic Outcomes (with Marek Giebel)

Research project

Competition and Sustainability (joint research project with Justus Haucap, Rupprecht Podszun and Tristan Rohner)

This research group is interdisciplinary, containing researchers from the fields business administration, law and economics. In different projects, we are investigating how economic competition on the one hand and sustainability goals on the other hand can be combined. The core question in that regard is whether competition and sustainability goals are leading in the same direction or whether competition is even necessary to gain sustainability. Moreover, we analyze how different strategies (e.g., regulations, incentives) can be used to fulfill the sustainability goals. Additionally, we analyze how different market actors (e.g., firms, manager, consumers) will change their behavior in response to sustainability goals. 

This project is funded by the University of Düsseldorf and part of the HHU Future group "Competition and Sustainability".