A common and truly relevant question that many institutional researchers commonly ask is why are so many students dropping out of their declared major? This chapter guides institutional research professionals through the rationale and steps to identify and address one of such factors: outcome dependence, a pragmatically and timely relevant endeavor when considering the current emphasis on outcome-based or performance-based funding policies.