Sharing Audience Data: Strategic Participation in Behavioral Advertising Networks
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I consider the incentives of special interest websites to participate in behavioral advertising intermediaries. Participation in the intermediary reveals valuable audience data and allows the intermediary to use those data to target the site’s audience on general interest websites—thus expanding the supply of impressions and decreasing average revenue per impression. I explore monopoly and duopoly settings and highlight the trade-off between sharing audience data and displaying higher-value ads, as well as the strategic interaction between sites serving the same advertising market. The model generates empirical predictions about the choice of intermediary technologies within advertising markets. I also find that higher concentration among special interest websites benefits consumer privacy.
KeywordsOnline advertising Online privacy Behavioral advertising
This paper benefited greatly from discussions with Lou Silversin and comments by the editor and anonymous referees.
- Athey, S., Calvano, E., & Gans, J. (2014). The impact of the internet on advertising markets for news media, Working paper. National Bureau of Economic Research.Google Scholar
- Bergemann, D., & Bonatti, A. (2015). Selling cookies. American Economic Journal: Microeconomics, 7(3), 259–294.Google Scholar
- Berman, R. (2013). Beyond the last touch: Attribution in online advertising (November 16, 2017). Available at SSRN: https://ssrn.com/abstract=2384211.
- Budak, C., Goel, S., Rao, J. M., & Zervas, G. (2014). Do-not-track and the economics of third-party advertising. Boston University School of Management Research Paper No. 2505643.Google Scholar
- Englehardt, S., Reisman, D., Eubank, C., Zimmerman, P., Mayer, J., Narayanan, A., & Felten, E. W. (2015). Cookies that give you away: The surveillance implications of web tracking. In Proceedings of the 24th international conference on world wide web, WWW ’15 (pp. 289–299), New York, NY: ACM.Google Scholar
- Ghosh, A., Mahdian, M., McAfee, P., & Vassilvitskii, S. (2012). To match or not to match: Economics of cookie matching in online advertising. In ACM EC’12 (pp. 741–753).Google Scholar
- Mayer, J. R., & Mitchell, J. C. (2012). Third-party web tracking: Policy and technology. In 2012 IEEE symposium on security and privacy.Google Scholar