Day: 29 December 2014

Data Sharing Game

Research Data Sharing Game

As we all know the reuse of research data definitely benefits the scientific community as a whole, but the decision whether to archive and share these data or not depend primarily on individual researchers. For individuals, it is less obvious that the advantages of sharing data outweigh the associated costs, i.e. time and money. In this sense, the problem of data sharing is like a typical game in interactive decision theory, more commonly known as game theory. By definition, game theory is a study of mathematical models of conflict and cooperation between intelligent rational decision-makers. An obvious assumption herein is that an individual will always try to maximize his or her gains relative to the gains of others. In the paper “A Research Data Sharing Game” Pronk et al create a framework in order to investigate the community gains versus the advantages of the individual researcher in the competitive world of scientific research.  For the analysis, they have designed a simple model of a scientific community where researchers publish a certain amount of papers in a given year and have the choice either to share or not. Via this model, the effect of sharing policies, exploration of several cost scenarios, […]