The gap between statistics and discrimination
The gap in pay between men and women has narrowed, according to the latest data from the ONS, no matter how you measure it.
The Annual Survey of Hours and Earnings report, published last Thursday, showed a small but encouraging decline in the pay gap. Yet, on Tuesday The Guardian's front page had declared that “Male doctors earn £15,000 a year more than women”, based on a report from the British Medical Association.
The ONS' report showed that in the past year the median pay gap for full-time employees has decreased from 12.6 per cent to 12.2 per cent, with the women’s hourly rate rising by 4.3 per cent to £11.39 and the men’s by 3.8 per cent to £12.97. The mean pay gap also narrowed, from 17.4 per cent to 16.4 per cent.
The new figures met with generally positive comments. But the Equality and Human Rights Commission, whilst welcoming the improvement, complained that “if this rate of decline continues, it will be another 17 years before women and men will be earning equal pay.” That assumes, misguidely, that only when the figure get to zero will discrimination truly be eliminated.
Discrimination is not the only reason, nor even perhaps the most important, for the gender pay gap. Even if (and hopefully when) all discrimination is eliminated, a pay gap will still exist. The reason? Men and women generally have different interests, skills and motivations that dictate the line of work they go into.
Men seem to be generally more motivated by money than women, meaning that a higher proportion of them work in sectors that traditionally pay more. Women are more likely to follow a profession that they enjoy but might not pay as much; nevertheless, in surveys women are generally found to be happier than men.
The biggest difference in motivations – and perhaps, opportunities - is in the choice to work part-time. Only 11 per cent of employable men work part-time, compared to 41 per cent of women. Part-time work pays less, so the fact that more women do it means that the pay gap jumps to 22 per cent when both part-time and full-time work is counted. (This is despite the fact that women are paid more per hour working part-time than are men – 2 per cent more, according to the 2009 figures, down from 3.7 per cent in 2008.)
How much of the gap is the result of discrimination and how much a matter of choice and opportunity is hard to measure. The sweeping judgements comparing all men and women in employment do not highlight discrimination so much as show that, unsurprisingly, there are general differences between the sexes. Thus, the different motivations between the majority of men and women could explain most of the current 12.2 per cent difference between median pay for full time work. We simply don’t know.
This is where the BMA report is valuable because it compares the difference in pay between men and women doing the same job. It shows that the mean gender pay gap for doctors is 18 per cent (£15,245 per year), which is very similar to the ONS' figure of 16.4 per cent for all full-time employment, and provided The Guardian’s headline.
But the report, by Sara Connolly of the University of East Anglia and Anita Holdcroft of Imperial College,, goes much further than this. Differences in pay rates in medicine could be caused by many factors. For example, women entered the profession later than men, so may be under-represented in more senior positions. Women may choose areas of medicine where pay is generally lower, or may choose to work fewer hours. Only by using regression analysis to correct for all these factors is it possible to separate differences in pay that can be explained, and those that cannot, so are likely to be the result of discrimination.
This is what the BMA report does. Among other interesting conclusions, it finds is that taking a career break – to have children, for example – does not significantly affect the salary gap. The authors conclude that the pay gap that cannot be explained except by “difference in treatment for the same characteristics” (discrimination by any other name) is 5.6 per cent for consultants (£5,500 per year) and 4.1 per cent for trainees (£2,000 per year). If this is correct, between one quarter and one third of the gender pay gap for doctors is caused by discrimination.
These findings ought to be a greater cause for concern than the gross figures produced by ONS. If the medical profession is representative of others, it would suggest that gender discrimination in the workplace is costing women approximately 5 per cent of their rightful salary.
Roger Eldridge (not verified) wrote,
Wed, 18/11/2009 - 00:26
I may be old-fashioned but I believe that we should look at potential problems in a rational manner and with an inquiring mind, not through an ideologically distorted prism. Can the author of this article on alleged pay-gaps explain simply on what basis a doctor is paid. Are they paid by the hour, by the number of patients on their books, by the rate at which they see and deal with patients, by the value of the medicines they prescribe, by the value of the consultancy fees they refer patients to, by the median income level of their patients, by the severity of the illnesses that they deal with etc etc.
Until we know which of these or other factors are employed in the calculation of a doctor's income we are accepting the fact that there is some form of sex discrimination based on a presumption that there likely is and that is irrational.
In the UK since 1972 girls have achieved a higher level of results in GSE exams than boys. Do we say that boys are being discriminated against? No, we continue to tinker with the educational system on the basis that there needs to be MORE affirmative action for girls because in SOME SUBJECTS boys still out-perform girls. Do we say that girls are brighter than boys? Yes, but did we accept that when boys got higher marks that boys were more intelligent than girls? No we said that girls were being discriminated against.
None of this is rational and neither is continuing to treat women as if they are the same as men and comparing them with the achievements of men is like asking what percentage of men are claiming maternity allowance or how many days off a month men take because of period pains. They are nonsense questions and the analysis above claiming there is discrimination against women lowers the tone of a web site dedicated to straight-statistics which should insist on being politically correct-neutral.
Rob Wilard (not verified) wrote,
Tue, 13/04/2010 - 09:24
Could you post the happiness statistics please?
I think many people would feel that happiness is a more encompassing statistic about work than hourly pay. Are men being discriminated against, happiness wise?
Henry (not verified) wrote,
Sun, 16/01/2011 - 21:42
In the USA a former feminist called Warren Farrell has done a wonderful job of analysing the wage gap with a cool head and simply looking at the facts & figures
He's heard all the arguments for and against, and his conclusion is that if you adjust the stats to look at when women make the same lifestyle choices as men (working longer hours, moving to a different area for career advancement etc - he gives 25 such variables), they turn out to be paid MORE than men in many highly paid jobs. That's MORE not LESS folks. Look at the videos on Youtube if you don't believe me - educate yourself a little.
The truth is frequently lost in a whirlwind of misinformation and there is HUGE pressure on us to accept a feminist stance on the wage gap- I wish we had someone of Farrell's calibre here in the UK. Looks like I will just have to dive into the stats myself
This article is mostly sensible and quite rightly says that only once you've done all the regression analysis can you say what the actual differential is. Unfortunately it is still slightly PC slanted towards the end.