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We propose a public goods game model of user sharing in an online commentingforum. In particular, we assume that users who share personal information incuran information cost but reap the benefits of a more extensive socialinteraction. Freeloaders benefit from the same social interaction but do notshare personal information. The resulting public goods structure is analyzedboth theoretically and empirically. In particular, we show that the proposedgame always possesses equilibria and we give sufficient conditions for purestrategy equilibria to emerge. These correspond to users who always behave thesame way, either sharing or hiding personal information. We present anempirical analysis of a relevant data set, showing that our model parameterscan be fit and that the proposed model has better explanatory power than acorresponding null (linear) model of behavior.

Power Law Public Goods Game for Personal Information Sharing in News Commentaries