Complex designs in epidemiology refer to sophisticated study frameworks that go beyond simple observational or experimental approaches. These designs allow researchers to address intricate research questions and control for multiple variables, thereby yielding more nuanced and reliable findings. Examples include nested case-control studies, cohort studies with time-dependent exposures, and multilevel studies.