Electrical engineering, computer science, and nursing provide the best pay for the dollars you spend going to college. In the business management world, accounting; economics; and finance lead the way over general business administration and marketing.
The decision to go to college has a profound effect on wages; however,
we have seen that both college major and the pursuit of an advanced
degree have a critical impact on the value one receives from a college
education as well. Other factors affecting the return to college not
discussed here include college quality, occupational choices, hours
worked, and the relevance of unobserved skills.
Full Cleveland Fed report here