The present invention relates to a regional health data exchange infrastructure comprising a measurement and feedback framework to enable continuous and automatic quality and safety data collection, dissemination, and reporting. The present invention provides near real time monitoring of healthcare environment at the regional and preferably nationally level, across organization boundaries.