With this chapter, we contrast the mainstream explanatory practices with forms of causality that are processual: complex causality. Complex dynamic systems are used as a framework, incorporating principles such as emergence, self-organization, circular causality, and perturbations. With this alternative, processes themselves are seen as causes, making causality a moving and dynamic phenomenon. We conclude with descriptions of various concrete causal models that can be used to help researchers understand causality via processes.