This dissertation consists of empirical works examining individuals' information-sharing behavior, especially when that information is potentially valuable to the individuals' information recipient(s). I explore how rights assignments can influence one's perception of the value of an information commodity, such as an algorithm that can be exploited for profits. I also examine individuals' personal data-sharing behavior, and whether it is motivated the ability by of others to privately benefit in the usage of one's personal data. Finally, I also explore how stated beliefs about information-sharing---including its access and usage by others---compares to actual privacy-seeking behavior.