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October 24, 2010

Male and Female Earnings Trends

Male and Female Earnings Trends—Posner

The statistics on education and earnings presented by Becker are dramatic, but also puzzling, at least superfically. Why should the sex ratio of either education or earnings change over a relatively short period of time (30 or 40 years)? It is fairly easy to explain the growth over this period in the percentage of women who work full time in the market rather than in the household—improvements in contraception, a fall in the marriage rate (though that is a function in part of women's higher market earnings potential), a reduction in the demand for children (also, however, in part a function of that higher potential), the shift from a manufacturing to a service economy (and the growing automation of manufacturing), and the growth in household labor saving appliances—all these things have contributed to increased female participation in the labor force, but it is not obvious that they would increase the ratio of full-time female earnings to full-time male earnings.

It's not as if there's been a relative increase in the number of jobs for which women are better suited than men. Women are not as well suited to perform jobs requiring upper-body strength as men are, but men can perform virtually all service jobs as well as women can. So an increase in demand for service workers should draw men as well as women into such jobs, leaving the gender wage ratio unchanged. Similarly, one would expect an increase in the returns to education to affect men the same way it would affect women, so that relative graduation rates would not change and therefore would not affect relative earnings.

One factor in the increased ratio of female to male earnings is undoubtedly that until quite recently most women who worked full time were unable, unless they were unmarried, or married but childless, to spend as many years working full time as they are able to do today. They would have to take years off from full-time employment to take care of their children, and so would be investing less in their human capital than male workers and therefore earning less. And they would tend to cluster in full-time jobs that involve short work days, notably teaching, and so more of their compensation (relative to men's) would take the form of leisure, as distinct from pecuniary income, than men's compensation would. Law, and especially medicine, fields that require protracted education and long hours—and are compensated accordingly—would be unattractive professions for most women.

Another factor is discrimination. Women were largely excluded from the major professions until the 1960s (in part at least because of expectations that they would become full-time practitioners), and their educational opportunities were limited until then as well—many elite colleges and professional schools did not admit women. Beginning in the 1970s, antidiscrimination laws corrected but also overcorrected sex discrimination, by placing pressure on employers to hire and compensate women at higher rates than justified by labor costs. For, in order to avoid accusations of discrimination, employers began bending over backwards to hire and retain women, even ones who were slightly less qualified than men. And the laws forbade employers to charge higher health insurance or life insurance premiums to female employees, even though they tend to use more medical services than men, and live longer, and so cost more to health and life insurers.

But all this leaves unexplained why women would be graduating at higher rates from colleges and from graduate and professional schools than men. One possibility is differences between men and women in variance in IQ—the issue that got Larry Summers into trouble when he was president of Harvard. Suppose as he conjectured (with some evidence) that men and women have the same IQ but the distribution of male IQs is flatter than that of women—a higher proportion of men than of women have very high and very low IQs. As graduation from most college and most graduate or professional programs requires a normal or high but not very high IQ, the greater male variance in IQ would tend to truncate male but not female graduation (and hence enrollment) rates: low-IQ males would be underrepresented in higher education, but high-IQ males would be overrepresented in just a few programs, such as high-energy physics, and so would not balance the males who were not admitted or dropped out at high rates. Males would continue to be overrepresented in jobs involving upper-body strength, but these tend not to require a high level of education.

Cultural factors may also be at work, especially in the black community, where academic performance is disparaged among young men but not young women. For example, 42 percent of black women who graduate from high school go on to college, compared to only 37 percent of black males; and just 35 percent of black male college students graduate within six years, compared to 45 percent of black female college students. This implies that 19 percent of black women who graduate from high school are graduating from college within six years compared to only 13 percent of black males. The overall situation is actually worse, because only 48 percent of black males graduate from high school, compared to 59 percent of black females (implying that the college graduation rate for black females is almost twice that for black males); and the disparity is almost as great for Hispanics. Blacks and Hispanics constitute a sizable fraction of the U.S. population. Nevertheless, there is a gap between white male and white female graduation rates as well; the high school graduation rate for white males, for example, is 74 percent, compared to 79 percent for white females, and the college graduation rate is 43 percent for white males compared to 57 percent for white females.

Will the Earnings of Women Overtake Those of Men? Becker

During the past two decades the education of women has been booming in practically all countries. Larger fractions of young women than young men are enrolled in universities in countries as culturally and economically diverse as Brazil, China, and Iran. In the United States, about 57% of the current graduates of four year colleges are women, while women receive 60% of all the master's degrees. Note the radical change since 1970 when women received only 40 % of the degrees from four-year colleges. A recent report shows that American women are now even getting more PHD degrees than men, although the proportion varies a lot by field. Women receive only about one fifth of all engineering doctorates, and one quarter of all doctorates in computer science and mathematics, but they are getting a majority of the doctorates even in health sciences and biology.

Since earnings are on average strongly related to education levels, a natural issue to consider is the current and future effects of these trends in college enrollment and graduation rates on the earnings of women compared to men. In particular, will the average earnings of women beginbefore long to exceed that of men after being so far behind in the past?

In fact, most countries have experienced sharp reductions in the gender gap in hourly earnings during the past several decades. Again, to use the United States as an example, in 1980 the median weekly earnings of women who worked full time was a little over 60% of the median weekly earnings of full-time men. By 2009, that ratio was just slightly below 80 percent. For younger women, the trends are larger and more dramatic. The ratio of the weekly earnings of fulltime women aged 25-34 to that of men of the same age was only 69% in 1980, but this ratio rose to almost 89% in 2009. The change in the gender earnings gap was also quite large for men and women aged 35-44 years old. The gender gap in earnings at ages 25-44 are relevant for predicting future trends in this gap since these ages incorporate the effects on earnings of the growth in recent years in the education of women relative to men, and these age groups also incorporate the effects of the greater education of women on their commitment to working.

Some simple, although rough, calculations provide an indication of the possible magnitude of the effect of the growth in the education of women on the gender gap in earnings. Assume that men and women are only either college graduates or high school graduates, and that the average college graduate who is working full time earns on average about 60 percent more than the average full time high school graduate of the same sex. To incorporate the gender gap in education, I assume that about 40% of women graduate a four-year college compared to only 26% of men.

If men and women of the same education received the same earnings, the assumed greater propensity of women to receive a college education would imply that the average earnings of women would exceed the average earnings of men by about 8%. This is a sizable reversal of the usual gender gap in earnings. Of course, a more realistic calculation would recognize that even full time working women of a given number of years of schooling typically earn less than that of full time working men with the same years of schooling. If the gender gap in earnings of men and women with the same schooling years were 15%, than the average woman would earn about 11% less than the average man; on the other hand, if this earnings gender gap were 10%, than the gender gap in average earnings would only be 4%.

Of course, many other factors in addition to years of schooling affect the earnings of women and men. Some women do not work in order to stay home to take care of their children, although the fraction of women who are full time homemakers has sharply declined during the past several decades, and college educated women are more likely to work than are less educated women. In addition, even full time women work fewer hours per week and fewer weeks per year than full time men, again mainly because women typically try to combine work with spending time caring for their children. These considerations help explain why the average earnings of women are below the average earnings of men with the same years of schooling.

On the other side of the ledger, teen age girls are less likely to drop out of high school than are teen age boys, and the earnings of high school dropouts are quite low. Moreover, as I showed at the beginning of this discussion, American women are also more likely to receive post-graduate degrees, and persons with advanced degrees tend to earn a lot more than persons with just four years of college.

Although the average earnings of full time women have not yet overtaken that of full time men, as we ahve shown the gender earnings gap has narrowed substantially. Indeed, in about 30% of all American households with two earners, wives are already earnings more than their husbands. Moreover, if the gender gap in education continues to widen, it may not be long before the average earnings of fulltime women does exceed that of men. This would mark a culmination of a remarkable reversal of the gender gap not only in education but also in earnings.