In this article, we go beyond the proverbial appreciation that context matters and provide a deep exploration of how why it can help make sense cost deviations in large-scale transport projects (>$500 million). Using abductive inference combination with multiple case study approach, criteria planning, funding, scope, contract, challenges/issues, benefits are used to understand ...