Direct and indirect effects refer to the immediate and mediated consequences of an action or variable within a system, where direct effects occur without intermediary processes and indirect effects are the result of intermediary variables or pathways. Understanding these effects is crucial in fields like epidemiology, economics, and social sciences to accurately model and predict outcomes in complex systems.