Unless they’re headed for a career in math or science, college students may be better off without taking college algebra, according to a new study from the Missouri Department of Higher Education.

The vast majority of students won’t take algebra until middle or high school. But teachers can start laying the groundwork for this pivotal class a lot sooner, some researchers say—and instilling ...