We study a platform's incentives to remove IP-infringing products and the effects of holding the platform liable for such infringements on innovation and welfare. We first show that platform liability can lead to either higher or lower commission rates, depending on how screening affects transaction volume. We then show that liability may spur or hinder innovation, depending on the intensity of cross-group network externalities. A sufficient condition for platform liability to reduce total welfare is that it lowers innovation, in which case all market participants--the platform, innovators, imitators, and buyers---are worse off. We also provide a sufficient condition under which platform liability raises total welfare.
Using administrative data on phishing attacks targeting almost 150,000 Italian- and German-speaking customers of an Italian bank in 2022–23, we investigate how individual characteristics are associated to the likelihood of victimization. We find that younger customers and Italian speakers are more likely to be victims of phishing, while we find no differences in terms of gender or size of the place of residence.
Abrardi, L., Cambini, C., & Hoernig, S. (2024). “I don't care about cookies!” Data Disclosure and Time-Inconsistent Users. Information Economics and Policy, 101112.
Time-inconsistent internet users neglect future privacy costs and release too much data to digital firms. We study how regulation that requires user consent for data processing affects firm profits, user surplus, and welfare, depending on the degree of time inconsistency and on firms' business models. If the firm appropriates sufficiently high profits from data, consent mechanisms increase welfare only if their design facilitates consent refusal and time inconsistency is neither too high nor too low. If firms can make it difficult to opt out, it may be better for society to let the former choose the disclosure level. However, consent policies increase user surplus when time inconsistency is high. Voluntary caps on usage can raise profits by making some users disclose more data.
Abrardi, L., Comino, S., and Grassini, S. (2025). The economics of cyber risk: A survey of the literature. Journal of Industrial and Business Economics.
Cyber risk has emerged as a critical challenge for businesses, governments, and individuals. The greater availability of data, the increasing dependence on digital infrastructures, and the ever-advancing level of sophistication of cybercriminals have intensified both the occurrence and impact of security breaches. Literature on the economic aspects of cybersecurity originates from several distinct research areas and employs various approaches, emphasising the multifaceted nature of this phenomenon. This survey presents an overview of the economic dimension of cybersecurity, summarising the main findings of this rich and interdisciplinary literature. Our survey focuses on the four key actors involved in cybersecurity: hackers, companies, consumers/users and regulators. We provide an overview of the motivations and strategies employed by hackers, examine how companies and users protect themselves against cyber risks and respond to breaches, and analyse the economic and financial consequences. We also discuss the policy instruments available to regulators to mitigate both the likelihood and the impact of cyberattacks. In the final section, we suggest some potential directions for future research.
Stefano Comino, Alessandro Fedele and Fabio M. Manenti, “Cyber(in)security and Interoperability in Digital Services”. BEMPS – Bozen Economics & Management Paper Series n 116/2025
Gaston Llanes and Leonardo Madio, “Business Strategy and Regulation of Generative AI Firms”. SSRN Working Paper. 2024
Leonardo Madio, Matthew Mitchell, Martin Quinn, Carlo Reggiani, “Asymmetric Content Moderation in Search Markets: The Case of Adult Websites”. SSRN Working Paper. 2025
Laura Abrardi, Carlo Cambini, Flavio Pino, “Data Brokers Competition, Synergic Datasets, and Endogenous Information Value”. Mimeo
Laura Abrardi, Lorien Sabatino, Geza Sapi, “Privacy Regulations and Online Safety: Evidence From Adult-only Websites”. Mimeo
Fabio M. Manenti and Filippo Gervasutti, “The Effect of Cyberattacks on European Financial Institutions: An Event Study Approach”. Mimeo