Mind the Gap

Last one. The student who suggested this was definitely on the side of “The wage gap is only because men work harder and have better jobs!” That is, not because of discrimination, but because men go into STEM fields more often, and are more aggressive in seeking promotion and wage increases. But then the question becomes, “Why do men go into STEM fields more often? Why are men more aggressive in seeking promotion and wage increases?”

Here’s my answer.

 

QUESTION:  Is there a gender wage gap? What explains the gender wage gap, if there is one?

There are simple answers to these questions, but there’s a problem: these questions come at the topic from the wrong side. 

Oh – the simple answers are, respectively: “Yes;” and, “Sexism.” 

But when we focus on questioning the existence of the gap, when we try to examine the truth value of a simple truth, the only way to have the argument is to keep breaking the wage gap down into smaller and smaller pieces, because that response values the position that the truth is not true: there must be a reason why my opponent questions the existence of the wage gap. Let’s consider his argument. Is there maybe a flaw in how we describe the wage gap? How we measure it? Is it only a rumor, or propaganda? 

So then we look for explanations that could cast doubt on the existence and extent of the wage gap: is the wage gap because women work fewer hours than men? Because women are less likely to go into high-paying careers? Because men have more education? Because women leave work to have children? Because women are less assertive in demanding more money or greater pay increases? Because men are smarter than women? 

Other than the last one (which, again, has a simple answer: #NOPE), each of these can be adjusted for when examining the data; if you look only at hourly wages, it removes the difference in hours worked and resulting total salary; if you look side-by-side at only specific careers, it removes the question about men going into more highly paid careers than women, and so on. 

Two things result from this: one, with each adjustment, the wage gap goes down; but two, the wage gap never disappears. Since it goes down, however, someone with a specific bias in this argument could extrapolate from the adjusted data and say there is no real gap, or it doesn’t matter; or someone could intentionally skew the data or make unfounded claims to support a different argument.

Here’s an example, from the Economic Policy Institute, a Washington thinktank which has a left-center bias, but is highly rated for its truthiness, according to mediabiasfactcheck.com (Source: https://mediabiasfactcheck.com/economic-policy-institute/). The EPI did a meta-study of several wage gap studies, and then adjusted for different factors, and reported this:

 

Models that control for a much larger set of variables—such as occupation, industry, or work hours—are sometimes used to isolate the role of discrimination in setting wages for specific jobs and workers. The notion is that if we can control for these factors, the wage gap will shrink, and what is left can be attributed to discrimination. Think of a man and woman with identical education and years of experience working side-by-side in cubicles but who are paid different wages because of discriminatory pay-setting practices. We also run a model with more of these controls, and find that the wage gap shrinks slightly from the unadjusted measure, from 17.9 percent to 13.5 percent.9 Researchers have used more extensive datasets to examine these differences. For instance, Blau and Kahn (2016) find an unadjusted penalty of 20.7 percent, a partially adjusted penalty of 17.9 percent, and a fully adjusted penalty of 8.4 percent.

Source: https://www.epi.org/publication/what-is-the-gender-pay-gap-and-is-it-real/

 

What matters is that second fact. The wage gap doesn’t disappear. It is always there. And just as an overall analysis of all workers will have some extraneous data and some uncontrolled influences and therefore exaggerate the problem (Regionalisms, for instance. Is it likely true that in some areas women are less educated than men because a strong religious influence makes it taboo to teach women, or because the teachers are traditionally men who do a better job of teaching young men than they do teaching young women, and therefore women have fewer high-paying jobs or are paid less because they have less education? Of course it is. So these factors may make the wage gap seem larger than it might be in some other locale, while not reflecting a “true” national wage gap. This is why statisticians have margins of error and confidence indices. But I don’t even understand the sentence I just wrote, so I just use lots of words and examples.), so too will generic adjustments remove some important data (Such as a part-time worker, who was told straight up by a supervisor, “I’m paying you less because you’re a woman, and for no other reason,” but the data vanishes because we only look at full-time workers. And so on.), so the adjusted rates aren’t any more objectively true than the unadjusted rates. All of it is skewed, all of it is complicated.

But what matters is that second fact. The wage gap doesn’t disappear. It would take some genuine statistical skullduggery to actually make it disappear. Which tells us that we shouldn’t be questioning the existence of the wage gap, we should be using it as evidence. The question that matters isn’t: Does the gender wage gap exist? The question that matters is: Is our society still sexist?

And the answer is yes. As proven by countless individual anecdotal experiences, and by a hundred objective facts. Among them: the wage gap. 

There is a thing my students do when I assign them difficult essays; in fact, it is such a common thing that it shows up on rubrics as a possible reason to lower a grade: they “substitute an easier task.” Rather than analyzing the plot, they summarize the plot. Rather than evaluate the characters, they describe first one character, and then another. This is what we have done in our society: we see that sexism still exists, we see that there is a gender wage gap; and rather than deal with sexism, we substitute the easier task, and pass laws that say women can’t be paid less than men for performing the same job. The first one was passed in this country in 1963: President John Kennedy signed the Equal Pay Act, which attempted to “prohibit discrimination on account of sex in the payment of wages by employers.” (Wikipedia.org) 

And that’s when the problem was solved. 

Yeah. Right. Because laws like that are the perfect way to eliminate sexism. 

It’s not that it’s a bad idea to make it illegal to discriminate on the basis of sex; there are those people who openly do it, and they shouldn’t be allowed to. But the real problem is sexism. Because even if the wage gap did disappear, even if we did find the perfect legal remedy for it, our society would still be sexist: and people would suffer in other ways. 

It’s time we dealt with the real problem, instead of substitute an easier task – and then fail to solve that one, too.