This document discusses challenges and opportunities for taking a long-term view in evaluations. It notes that most evaluations are short-term but can provide a window into the past and future. Taking a complexity lens can help understand historical influences. Qualitative and quantitative methods each have different contributions. Features of complexity relevant to a long-term view include open systems influenced by history, multiple actors and stakeholders with changing perspectives, domains of stability, and path dependency where current behavior arises from past actions. Evaluators need tools to surface stakeholders' assumptions, which are often unconscious and historically formed. Case studies, qualitative interviewing, theory of change mapping, and process tracing provide opportunities to explore these long-term aspects.