High school students who already know the path they want to follow in college have a much easier time identifying best-fit schools. One of the most popular fields, in recent years, has been business.

College rankings have been a heated topic for decades as universities around the country battle for the top spots on “best” lists compiled by outlets like U.S. News & World Report, Forbes, the Wall ...