Nina
https://www.goodreads.com/ninakarenina
Later I will hear that we marry our parents. But I say we marry our unfinished business. For Béla and me, our unfinished business is grief.
“But male politicians don’t have to escape to all-male safe spaces to sideline women. There are a variety of manoeuvres they can and do employ to undercut their female colleagues in mixed-gender settings. Interrupting is one: ‘females are the more interrupted gender,’ concluded a 2015 study that found that men were on average more than twice as likely to interrupt women as women were to interrupt men. During a televised ninety-minute debate in the run-up to the 2016 US presidential election, Donald Trump interrupted Hillary Clinton fifty-one times, while she interrupted him seventeen times. And it wasn’t just Trump: journalist Matt Lauer (since sacked after multiple allegations of sexual harassment) was also found to have interrupted Clinton more often than he interrupted Trump. He also ‘questioned her statements more often’, although Clinton was found to be the most honest candidate running in the 2018 election.”
― Invisible Women: Data Bias in a World Designed for Men
― Invisible Women: Data Bias in a World Designed for Men
“This was not to be the only time Apple completely forgot about at least 50% of their users. When Apple launched their AI, Siri, she (ironically) could find prostitutes and Viagra suppliers, but not abortion providers. Siri could help you if you’d had a heart attack, but if you told her you’d been raped, she replied ‘I don’t know what you mean by ‘I was raped.’ These are basic errors that surely would have been caught by a team with enough women on it – that is, by a team without a gender data gap.”
― Invisible Women: Data Bias in a World Designed for Men
― Invisible Women: Data Bias in a World Designed for Men
“Research published in 2018 by Boston Consulting Group found that although on average female business owners receive less than half the level of investment their male counterparts get, they produce more than twice the revenue. For every dollar of funding, female-owned start-ups generate seventy-eight cents, compared to male-owned start-ups which generate thirty-one cents. They also perform better over time, ‘generating 10% more in cumulative revenue over a five-year period’.”
― Invisible Women: Data Bias in a World Designed for Men
― Invisible Women: Data Bias in a World Designed for Men
“But the next thing she says provides something of an explanation for how male-default thinking could be so prevalent in a world that is, after all, 50% female. ‘It’s just a feature of human psychology,’ she explains, to assume that our own experiences mirror those of human beings in general. This is a concept in social psychology that is sometimes called ‘naive realism’ and sometimes called ‘projection bias’. Essentially, people tend to assume that our own way of thinking about or doing things is typical. That it’s just normal. For white men this bias is surely magnified by a culture that reflects their experience back to them, thereby making it seem even more typical. Projection bias amplified by a form of confirmation bias, if you like. Which goes some way towards explaining why it is so common to find male bias masquerading as gender neutrality. If the majority of people in power are men – and they are – the majority of people in power just don’t see it. Male bias just looks like common sense to them. But ‘common sense’ is in fact a product of the gender data gap.”
― Invisible Women: Data Bias in a World Designed for Men
― Invisible Women: Data Bias in a World Designed for Men
“A more ambitious route would be changing the structure of governance altogether: away from majority-based, and towards unanimous decision-making. This has been shown to boost women’s speech participation and to mitigate against their minority position. A 2012 US study found that women only participate at an equal rate in discussions when they are in ‘a large majority’ – interestingly while individual women speak less when they are in the minority, individual men speak the same amount no matter what the gender proportion of the group.”
― Invisible Women: Data Bias in a World Designed for Men
― Invisible Women: Data Bias in a World Designed for Men
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