Quasi-experimental designs resemble experimental designs but lack the element of random assignment. Instead, these studies utilize pre-existing groups or natural occurrences to investigate causal relationships. Common quasi-experimental designs include interrupted time series, non-equivalent control group designs, and regression discontinuity designs.