January 1999

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Major Moolah

Adding up the Earnings Gaps in College Majors


By Daniel Penrice

True or false? In a time of rapid technological change, with new knowledge being created and old knowledge becoming obsolete at an ever-accelerating pace, undergraduate professional or technical training is less valued in the workplace than are the general intellectual skills fostered by a liberal arts education.

If you answered "true," you are in agreement with many of today's business leaders and liberal arts educators, but you are wrong. So say two economists from Northeastern's Center for Labor Market Studies, Paul Harrington and Andrew Sum. In a recent paper titled "The Post-College Earnings Experiences of Bachelor's-Degree Holders in the U.S.," Harrington and Sum demonstrate with hard data, regression analyses, and other economists' tools that it literally pays to major in professional and technical fields rather than in liberal arts.

At the center, Harrington and Sum have been wrestling for years with one fundamental question: Why do individuals win or lose in the labor market? "What we've seen," says Harrington, "is that, over time, as the job content in the economy has changed, the answer to that question has changed. In 1950, the majority of people that worked were high school dropouts. Education wasn't a very important determinant of earnings at that time. But what's happened, particularly over the last twenty-five years, and particularly in New England, is that the job content in the economy has really changed. We've seen a tremendous increase in the demand for people with professional-level skills. And the role of schools in developing occupational proficiencies has expanded tremendously."

One problem in trying to understand the role of universities and colleges in preparing students for success in today's labor market has been that, until now, there has been no reliable information on the earnings of individuals with degrees in various undergraduate fields of study. The new findings by Harrington and Sum change all that. Using a database (the National Survey of College Graduates, commissioned in 1993 by the National Science Foundation) that includes salary information for more than 111,000 individuals, the N.U. authors have produced what they call the first "systematic and reliable estimates of the expected employment and earnings experiences of college graduates by major field of study." From their study, Harrington and Sum derive several lessons not only for undergraduates, but also for the educational institutions that propose to serve them.

The authors' first finding (illustrated by the table on page forty-nine) is clear: even when other factors are held constant, very large differences-nearly 100 percent at the extremes-exist in the earnings of college graduates, depending on their major field of study. Seven of the ten most remunerative majors are in engineering fields (with physics, economics, and pharmacy occupying the other top slots), while the bottom ten majors consist of education fields, liberal arts subjects (philosophy and the arts), and such questionably academic pursuits as home economics and "leisure studies."

That engineers make a lot more money than schoolteachers is, of course, already widely rumored among lay observers of the American labor market. Yet because their study focuses on majors rather than occupations, Harrington and Sum draw conclusions about the market value of various degrees that, they argue, are more useful to students and educators than simple rankings of earnings in different job categories.

In an example of one of their more nuanced findings, the authors disclose that "higher earnings for college graduates are tied to employment in jobs that are closely related to the major field of study." They add, "The size of the earnings disadvantages in the technical fields for persons working in jobs unrelated to their major fields of study was particularly large." Thus an engineering major who works in a non-engineering job, for instance, may earn up to forty percent less than a classmate employed in engineering.

Of course, money isn't everything in career decisions: "Over half-some people say two-thirds-of engineering graduates will be pursuing other jobs ten years after they graduate," says Allen Soyster, dean of the College of Engineering. Yet Harrington and Sum note that technical and professional degrees (except in education-arguably a professional field that the American labor market declines to recognize as such) also enable such mobility. As Harrington explains, "Students who have undergraduate degrees in engineering or the biological/health fields can migrate [in graduate school] into other technical fields, or into nontechnical jobs. But the migration is only one way. When you look at the pathways out of the social sciences/humanities areas, they're almost never into technical fields. So these are actually very narrowing majors."

Harrington argues for the significance of such findings with a simple point: some educators have touted the value of a liberal arts degree by making claims about the labor market that have now been proven erroneous. "Undergraduates have all flocked to the professions," he observes, "and the proponents of liberal education have said, 'That's all a mistake,' and that these kids are being wildly misled. But that supposes this tremendous level of ignorance. What these kids are really following is a set of labor-market signals that are very clear to them. They see what happens to friends and relatives, and they read reports about engineering shortages in the newspaper, and they vote with their feet across fields of study."

Although undergraduates would appear to be well informed about which kinds of majors command the highest premiums in the labor market, colleges and universities have much to learn about how to help their students maximize the economic returns from their educational investments, according to Harrington and Sum. Many of the institutional lessons they point to stem from their study's findings about issues other than choice of major per se.

In one of their key conclusions, for example, the authors state that "systematic differences in literacy proficiencies [that is, literacy, numeracy, and "document" skills] across major fields of study . . . could explain some fraction of the earnings differences among major fields of study . . . " Sum describes the value of "literacy proficiencies" in the labor market when he says, "These proficiencies substantially influence the likelihood that adults will attend college, complete college, obtain advanced degrees, and secure jobs in the college labor market. They also strongly influence the annual earnings of college graduates." Thus, he and Harrington suggest, part of the reason for engineering majors' high earnings may be the superior quality of their fundamental skills. The lesson for higher education here is that students in every field of study will benefit economically if colleges can help them increase their basic proficiencies.

The researchers emphasize another finding from their study: the importance of access for college graduates to the "college labor market." (College-labor-market jobs-those that normally require a college degree-can be contrasted with such "non-college-labor-market" positions as receptionist, data-entry technician, salesclerk, waiter/waitress, and construction worker.) Although the growing earnings gap between the college-educated and the non-college-educated is becoming well known, it is also significant that fifteen percent to twenty percent of college graduates-most of them with degrees in the humanities or social sciences-now fail to secure employment in the college labor market.

As the new study has found, such workers earn substantially less than their counterparts in college-labor-market jobs, even if the latter jobs are unrelated to college majors. As Harrington and Sum see it, this gives colleges and universities a responsibility to help liberal arts majors, in particular, gain access to the college labor market.

In general, the two economists would like to see more colleges and universities acknowledging that, like it or not, students have a right to expect the schools in which they "invest" to help them reap the highest economic returns on their investments. These institutions, they say, need to recognize and act on what Sum calls "the importance of the ability of graduates in most technical and professional fields to obtain jobs that utilize the specific skills that they learned in their major field of study, and for other majors to obtain jobs that are part of the college labor market."

How can colleges and universities become effective on these terms? Harrington summarizes his and Sum's prescriptions for higher education with a list of three requirements. "Strong literacy proficiencies are the sine qua non for labor-market success," he explains. "So your ability to raise reading, writing, and math proficiencies really matters a lot. The second thing is your ability to impart occupational skills that are in demand. You do this by having a fairly broad mix of professionally oriented fields of study. And then the third thing is being able to play the role of labor-market intermediary."

In defining this role of labor-market intermediary, Harrington proposes an aggressive approach to campus-based placement. "An institution needs to do a couple of things," he says. "One is, it really has to understand who its students are, what proficiencies they have, the kinds of jobs they'd be good at, and the kinds of jobs they wouldn't be good at. And it has to have long-term relationships with employers in the local labor market, to be able to call them up and say, 'I've got a great engineer, he's got a 3.6 GPA, he's just the guy for you. But there's a lot of companies that want to hire him-I think you need to come in at $55,000.' It's a kind of direct bartering, negotiating kind of a deal, where the institution really is a supplier of labor."

Whether it is feasible or desirable for college faculty and staff to start rolling up their sleeves, picking up the phone, and negotiating compensation packages for students remains to be debated. Will colleges and universities, in the hunt for new sources of revenue, take advantage of tight labor markets to extract commissions as "suppliers of labor"? Will this diminish the value to these institutions of such economically hobbled horses as aspiring teachers? Such questions, while promising more grist for the economists' mills, might also provide educators generally with food for rumination.

For the time being, Harrington and two Northeastern colleagues, economist Neeta Fogg (also with the Center for Labor Market Studies) and psychologist Thomas Harrington (no relation to Paul), have pooled some of their latest research-including material adapted from the new Harrington-Sum study-to help students make informed decisions about a college major. In a book titled The College Majors Handbook: A Guide to Your Undergraduate College Investment Decision (published in December by Jist Works of Indianapolis), the three scholars offer what they intend as an objective presentation of both the personal and the economic factors that students should consider in deciding what to study in college.

Meanwhile, over at the College of Engineering (where two co-op jobs per student were on offer last spring), Dean Soyster greets Harrington and Sum's announcement about the monetary value of an engineering degree with a shrug: "Everybody knows this," he avers. And in making his pitch to prospective engineering majors, Soyster touts the opportunity to learn problem-solving skills that are needed in many different occupations. Indeed, he sounds like nothing so much as a distinctly old-fashioned liberal arts professor when he opines, "Engineering is a good preparation for life in general. That sounds a little corny, but it seems to work out that way."

Figures show: the average annual earnings, in 1997 dollars, for all individuals with bachelor's degrees in each of fifty-eight fields of study; and the differences (expressed as percentages) between average earnings for each major and the average pay of English majors. Earnings figures are derived from a sample that included more than 111,000 workers of all ages, who were asked to report their annual salaries in 1993.


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