Not an expert but wouldn't randomized controlled trials (part of many economics papers) count as proper experimental setup?
But at a macro level, there are no controlled experiments. We can look toward "natural" experiments (e.g., wages and the labor rate of two border towns, where one is in a state that has raised minimum wage and the other has not), but there's nothing like the gold standard double blind randomized trial that you'd find in a drug study.