Educational authorities and policymakers are increasingly focused on protecting student privacy while using data to inform program and policy decisions. Data from more than one government agency is often analyzed to more holistically inform these decisions. This has led to the development of integrated data systems (IDSs) that allow linkage of…

In response to legislative mandates calling on educational institutions to become more accountable for monies spent, a number of community colleges in California have implemented research and data collection models to help them answer state and local questions about institutional effectiveness. However, there is a significant difference between…