Do folk-economic beliefs have an ultimate cause? We argue that, in many cases, the answer is negative. Cognition is constrained in both scope (via long-term memory [LTM]) and depth (via working memory [WM]). Consequently, laypeople are challenged by concepts essential for understanding complex systems, economics included: aggregation, indirect causation, and equilibrium. We discuss several economic misconceptions arising from this acute mismatch.