Randomized controlled trials set the standard for causal inference, but most academic researchers work in conditions where randomization isn't feasible, ethical, or appropriate. This post examines how faculty researchers can design rigorous observational studies — and what methodological choices strengthen or undermine the credibility of non-experimental findings. Researchers who understand these principles will produce studies that hold up to peer review and contribute meaningfully to their fields.