Thursday, 26 September 2019

Invisible Women: Data Bias in a World Designed for Men


Invisible Women is the story of what happens when we forget to account for half of humanity. It is an exposé of how the gender data gap harms women when life proceeds, more or less as normal. In urban planning, politics, the workplace. It is also about what happens to women living in a world built on male data when things go wrong. When they get sick. When they lose their home in a flood. When they have to flee that home because of war.

My husband is not a knuckle-dragging caveman, but he is a middle-aged, white, Canadian male, totally oblivious to the privileges afforded to him by our society (admittedly, many of those privileges are granted to me as well). We were in the car, listening to the radio over the summer, and “It's a Man's World” began to play. Dave chuckled and said, “Boy, things have changed, eh?” And I replied: “And boy, have they stayed the same.” And this stunned him. “You can't believe that,” he said. “Here's a story for you then. A young girl at work...” I cut him off. “Young girl? What, is she eight or nine?” And then he was flustered. “You know what I mean. I'm just trying to tell you a nice story.” He paused like he was going to punish me by not telling me the story after all but soon continued: “Rebecca, who is probably twenty-five and on my team, was asked by HR to assemble some slides for a presentation on the industry and she asked me if she could present it to me first. She reads off the first slide, which is about the gender pay gap, and before she went to the next slide she frowned, looked at her notes, and said, 'This is probably American data.' Because she knows that there's no gender pay gap in our office, and if anything, there are more women than men in senior positions, and more women on a management track.” He looked proud of himself – and he should, I know that this non-caveman, the father of my daughters, is not a sexist or a chauvinist – but still I pushed my point: “If this had been a twenty-five year old male in your story, would you have started off with, 'This young boy at work...?' Because that's what hasn't changed, and no matter what you consciously do to promote the careers and the welfare of the women you know, it's the subconscious biases that are harder for us to navigate because you don't even know what you're doing that's holding us back.” Dave, “shocked” to discover I felt this way, wanted more details about these “subconscious biases” of which I accused him. And while women know that the systems are rigged against us, it's hard to be specific – until now. Caroline Criado Perez has assembled a collection of shocking and eye-opening stories in Invisible Women, very clearly making the point that men, for the most part, aren't consciously trying to hold women back; for the most part, men don't think about women, and the fact that our needs might differ from their own, at all. From medicine to safety devices to public transit, everything is designed and tested to suit the typical male's body and needs, with women's very different bodies and needs considered niche or secondary or “the same but smaller”. It is mostly about the gender data gap: the fact that nearly all studies and research, even medical testing, isn't disaggregated by sex, so there is next to no data about how anything in our societies, which tend to be designed by men for men, affects women differently than men. And where this is no data, a thing – in this case, women – is in effect invisible to those who do the planning – in most cases, men. Informative, shocking, and usefully prescriptive, Invisible Women is a must read for men and women everywhere.

The specifics are fascinating – dysmenorrhea (extremely painful periods) was found to be completely alleviated without side effects in the early stages of Viagra testing, but its manufacturer stopped that direction of testing when it found the drug's more profitable application; women in police forces and armies around the world are forced to wear male body armour that doesn't account for breasts and hips and therefore leaves them vulnerable to attack and more prone to workplace injury (a female police officer in Spain was disciplined for acquiring her own made-for-women bulletproof vest); NGOs tend to ask the male heads of household what is required in the aftermath of a disaster, which has, more than once, led to the construction of homes without kitchens in them – but it would take a book-length review to list everything fascinating in this book. I'll just add some of Criado Perez's conclusions regarding the invisibility of women in public planning:

When planners fail to account for gender, public spaces become male spaces by default. The reality is that half the global population has a female body. Half the global population has to deal with the sexualised menace that is visited on that body. The entire global population needs the care that, currently, is mainly carried out, unpaid, by women. These are not niche concerns, and if public spaces are truly to be for everyone, we have to start accounting for the lives of the other half of the world. And, as we've seen, this isn't just a matter of justice; it's also a matter of simple economics.
The invisibility of women in the workplace:
Women have always worked. They have worked unpaid, underpaid, underappreciated, and invisibly, but they have always worked. But the modern workplace does not work for women. From its location, to its hours, to its regulatory standards, it has been designed around the lives of men and is no longer fit for purpose. The world of work needs a wholesale redesign – of its regulations, of its equipment, of its culture – and this redesign must be led by data on female bodies and female lives.
And the invisibility of women in the political sphere:
The data we already have makes it abundantly clear that female politicians are not operating on a level playing field. The system is skewed towards electing men, which means that the system is skewed towards perpetuating the gender gap in global leadership, with all the attendant negative repercussions for half the world's population. We have to stop willfully closing our eyes to the positive discrimination that currently works in favour of men. We have to stop acting as if theoretical, legal equality of opportunity is the same as true equality of opportunity. And we have to implement an evidence-based electoral system that is designed to ensure that a diverse group of people is in the room when it comes to deciding on the laws that govern us all.
The first step to true equality of opportunity and outcome would be to close this gender data gap – wherever there is evidence of inequality, decent people do tend to advocate for change – but this will take more women in decision-making roles (it's disheartening to read of the many researchers who can't get grants to study issues that affect only women as they are too “niche”) and that takes time. I remember back in the 80s my mother complaining that the medical world tended to treat women like small men instead of maybe, just maybe, something not the same as men. So, yeah, that was a long time ago and it's still a man's world.