How can citizens be incentivized to share useful information with institutions while retaining confidence that the information will be used for its intended purposes?

What types of community-based information – e.g., from sensors – are most useful for driving improved governance decision-making?  

What capabilities must be developed within institutions to make use of citizen- and community-contributed data?