“But the data is already public”: on the ethics of research in Facebook
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In 2008, a group of researchers publicly released profile data collected from the Facebook accounts of an entire cohort of college students from a US university. While good-faith attempts were made to hide the identity of the institution and protect the privacy of the data subjects, the source of the data was quickly identified, placing the privacy of the students at risk. Using this incident as a case study, this paper articulates a set of ethical concerns that must be addressed before embarking on future research in social networking sites, including the nature of consent, properly identifying and respecting expectations of privacy on social network sites, strategies for data anonymization prior to public release, and the relative expertise of institutional review boards when confronted with research projects based on data gleaned from social media.
KeywordsResearch ethics Social networks Facebook Privacy Anonymity
The author thanks the participants at the International Conference of Computer Ethics: Philosophical Enquiry in Corfu, Greece, as well as the Internet Research 10: Internet Critical conference in Milwaukee, Wisconsin, for their helpful comments and feedback. Additional thanks to Elizabeth Buchanan, Charles Ess, Alex Halavais, Anthony Hoffmann, Jon Pincus, Adam Shostack, and Fred Stutzman for their valuable insights and conversations, both online and off. The author also thanks the anonymous reviewers for their helpful suggestions and criticisms. This article would not have been possible without the research assistance of Wyatt Ditzler and Renea Drews. Finally, I would like to thank Jason Kaufman and Colin McKay at the Berkman Center for Internet & Society, for their valued and continued feedback regarding this work.
- Albrechtslund, A. (2008). Online social networking as participatory surveillance. First Monday Retrieved 2008, March 3, from http://www.uic.edu/htbin/cgiwrap/bin/ojs/index.php/fm/article/view/2142/1949.
- Barbaro, M., & Zeller Jr, T. (2006). A face is exposed for AOL searcher no. 4417749. The New York Times, p. A1.Google Scholar
- Barnes, S. (2006). A privacy paradox: Social networking in the United States. First Monday Retrieved October 12, 2007, from http://www.firstmonday.org/ISSUES/issue11_9/barnes/.
- Bloustein, E. (1964). Privacy as an aspect of human dignity: An answer to Dean Prosser. New York University Law Review, 39, 962–1007.Google Scholar
- boyd, D. (2008a). Putting privacy settings in the context of use (in Facebook and elsewhere). Apophenia Retrieved October 22, 2008, from http://www.zephoria.org/thoughts/archives/2008/10/22/putting_privacy.html.
- boyd, D. (2008b). Taken out of context: American teen sociality in networked publics. Unpublished Dissertation, University of California-Berkeley.Google Scholar
- Ess, C., & AoIR ethics working committee. (2002). Ethical decision-making and Internet research. Retrieved March 12, 2010, from http://www.aoir.org/reports/ethics.pdf.
- Grimmelmann, J. (2009). Facebook and the social dynamics of privacy. Iowa Law Review, 95, 4.Google Scholar
- Gross, R., & Acquisti, A. (2005). Information revelation and privacy in online social networks. Paper presented at the 2005 ACM workshop on Privacy in the electronic society, Alexandria, VA.Google Scholar
- Jansen, B. J., & Resnick, M. (2005). Examining searcher perceptions of and interactions with sponsored results. Paper presented at the Workshop on Sponsored Search Auctions at ACM Conference on Electronic Commerce, Vancouver, BC.Google Scholar
- Kaufman, J. (2008a). Considering the sociology of Facebook: Harvard Research on Collegiate Social Networking [Video].: Berkman Center for Internet & Society.Google Scholar
- Kaufman, J. (2008b). I am the Principal Investigator… [Blog comment]. On the “Anonymity” of the Facebook dataset Retrieved September 30, 2008, from http://michaelzimmer.org/2008/09/30/on-the-anonymity-of-the-facebook-dataset/.
- Kaufman, J. (2008c). Michael—We did not consult… [Blog comment]. michaelzimmer.org Retrieved September 30, 2008, from http://michaelzimmer.org/2008/09/30/on-the-anonymity-of-the-facebook-dataset/.
- Lenhart, A., & Madden, M. (2007). Teens, privacy & online social networks. Pew internet & American life project Retrieved April 20, 2007, from http://www.pewinternet.org/pdfs/PIP_Teens_Privacy_SNS_Report_Final.pdf.
- Lewis, K. (2008). Tastes, Ties, and Time: Cumulative codebook. Retrieved September 30, 2008, from http://dvn.iq.harvard.edu/dvn/dv/t3.
- McGeveran, W. (2007). Facebook, context, and privacy. Info/Law Retrieved October 3, 2008, from http://blogs.law.harvard.edu/infolaw/2007/09/17/facebook-context/.
- N.A. (2008). Tastes, Ties, and Time: Facebook data release. Berkman Center for Internet & Society Retrieved September 30, 2008, from http://cyber.law.harvard.edu/node/4682.
- Narayanan, A., & Shmatikov, V. (2008). Robust de-anonymization of large sparse datasets. Paper presented at the IEEE Symposium on Security and Privacy, 2008.Google Scholar
- Narayanan, A., & Shmatikov, V. (2009). De-anonymizing social networks. Paper presented at the 30th IEEE Symposium on Security and Privacy.Google Scholar
- Nissenbaum, H. (1998). Protecting privacy in an information age: The problem of privacy in public. Law and Philosophy, 17(5), 559–596.Google Scholar
- Nissenbaum, H. (2004). Privacy as contextual integrity. Washington Law Review, 79(1), 119–157.Google Scholar
- Nissenbaum, H. (2009). Privacy in context: Technology, policy, and the integrity of social life. Stanford, CA: Stanford University Press.Google Scholar
- Nussbaum, E. (2007). Kids, the Internet, and the end of privacy. New York Magazine Retrieved February 13, 2007, from http://nymag.com/news/features/27341/.
- Rosenbloom, S. (2007). On Facebook, scholars link up with data. New York Times Retrieved September 30, 2008, from http://www.nytimes.com/2007/12/17/style/17facebook.html?ref=us.
- Simmel, G., & Wolff, K. H. (1964). The sociology of Georg Simmel. Glencoe, Ill: Free Press.Google Scholar
- Solove, D. (2007). The future of reputation: Gossip, rumor, and privacy on the internet. New Haven, CT: Yale University Press.Google Scholar
- Stutzman, F. (2006). How Facebook broke its culture. Unit Structures Retrieved 2008, October 3, from http://chimprawk.blogspot.com/2006/09/how-facebook-broke-its-culture.html.
- Stutzman, F. (2008). Facebook datasets and private chrome. Unit Structures Retrieved 2008, September 30, from http://fstutzman.com/2008/09/29/facebook-datasets-and-private-chrome/.
- Wellman, B., & Berkowitz, S. D. (1988). Social structures: A network approach. Cambridge: University Press Cambridge.Google Scholar
- Zimmer, M. (2006). More on Facebook and the contextual integrity of personal information flows. michaelzimmer.org Retrieved 2008, October 3, from http://michaelzimmer.org/2006/09/08/more-on-facebook-and-the-contextual-integrity-of-personal-information-flows/.
- Zimmer, M. (2008a). More on the “Anonymity” of the Facebook dataset—It’s Harvard College. michaelzimmer.org Retrieved October 3, 2008, from http://michaelzimmer.org/2008/10/03/more-on-the-anonymity-of-the-facebook-dataset-its-harvard-college/.
- Zimmer, M. (2008b). On the “Anonymity” of the Facebook dataset. michaelzimmer.org Retrieved September 30, 2008, from http://michaelzimmer.org/2008/09/30/on-the-anonymity-of-the-facebook-dataset/.