How Stereotype Threat keeps women from working in SW — and how we can fight it
spin.atomicobject.com
spin.atomicobject.com
First, I've yet to see any women engineers who have demonstrated they are good at their jobs make this argument. It's mostly bloggers and journalists writing these things. Women engineers who are good don't describe having problems any different from the rest of us.
As far as the actual incidents of harassment from asshole managers and socially inept coworkers, I've got the same stories too. Management is clueless in general and the profession, although respected by the public, is not generally respected by managers, executives or journalists.
Most developers employed these days are not competent, regardless of gender, man and woman alike. The few that are competent cluster in competent firms where harassment and disrespect of employees, man and woman alike, is not tolerated.
I'm a bit hyper-aware of this right now. I resigned my job last month after 6 months of abuse and harassment of engineers by non-engineering sales staff, which they viewed as hilarious pranks on worthless geeks who think they are so smart. Complaints to management were handled with suggestions to "man up", "learn to deal" and "stop being a pussy". I received over 100% salary increase in return for my willingness to quit and leave for a more sane firm.
If you are good and you are being harassed, there is high demand for people who are good. The companies that permit harassment deserve to fail. Leave and don't look back. I offer this advise because I would hate for someone to think they can't find a place where there work is appreciated and they are valued because of their gender or race. There are places out there that are sane and professional, and they are generally more profitable so you make more as well. The only thing is that you need to be competent, that is the most important thing in this field because that's your ticket to success.
Stereotype threat can occur even at 'sane firms'. It has to do with a person's perception of herself and what people might be thinking, not the way others are acting.
That sounds obviously counterproductive. Did I misunderstand?
For example, I'm self-taught, and while I have many years experience now and have done some significant projects, I still second guess myself quite a bit. (This is often called "Imposter Syndrome", see e.g. http://en.wikipedia.org/wiki/Imposter_syndrome.) I found it tremendously helpful to discover that people I've looked up to for years have felt the same way, and had helpful suggestions for getting over the internalized anxiety.
Everybody has nagging fears like this. Learning how to see them for what they are and to avoid making things worse for other people benefits everybody.
People underperform because they're worrying about problem X (confirming stereotypes). Let's refer to this as problem Y (stereotype threat).
Education about problem X would be counterproductive; the article is suggesting education about problem Y.
But I also think there's another, far more useful purpose for educating people suffering from stereotype threat about stereotype threat: they can then put a label to what is keeping them from getting their work done when asking their peers, mentors, or managers for help. And then their peers, mentors, and managers can pay attention to situations that might provoke stereotype threat, try to lessen them, and otherwise show a bit of compassion for the person suffering from it.
I say this personally: learning about stereotype threat cleared a huge communication roadblock I'd been having for years with managers and peers, and as soon as we were on the same page we were actually able to address some of the issues contributing to it.
If your issue lies with what other people MIGHT be thinking, then the issue is within your own self-confidence.
I agree that stereotypes are destructive, but only when they actually are present. One should be careful not to feel threatened by hypothetical thoughts from hypothetical co-workers before the fact.
Agreed. On the other hand, for a person thinking negatively about himself or herself, the absence of feedback will often be interpreted as negative feedback.
Being nice to our colleagues (male or female or other minority group) and giving positive feedback when it's appropriate tends to increase a team's overall morale and productivity.
Women don't have unique, unnecessary, gender-specific challenges because once the suits were mean to you?
Puzzling reasoning.
You had a rough time, and stereotype threat is a real thing and a real problem that we should fix. Those two things aren't mutually exclusive! The fact that your old job was f'ed up doesn't say anything about the problem being discussed in the linked article.
As the author points out, it's largely due to the perception of the events at school or in a workplace than the true motivations behind them, which you might argue that a successful women engineer needs more mental strength to get through these barriers.
As you mention, there is a lack of quality talent and it would be in our best interest to bring out the potential in as many people as possible. It may be that society happened to turn off countless competent engineers due to these perceptions and social forces.
I believe the question is less on how do you balance the workplace, but rather how do you bring out the best out of people so that the pool of strong engineers becomes bigger.
What is different about the women you have met, and I have met, I'm not sure. But I can tell you many such women exist.
... because ...
I've yet to see
Your personal experience does not form reality. Well, your own reality perhaps, but the rest of us live in a world where the sum of others' experiences prove what is made up or not.
I'm not saying there is a crisis, but you're saying that there isn't just because you haven't heard about it personally. Which is kind of like saying there is no such thing as three-toed sloths because you've never had someone talk to you about seeing one in person.
I am sorry you encountered gender-policing behavior at your last job: that is exactly what I, as a feminist, am trying to fight against for both men and women. Saying that because patriarchy hurts everyone it isn't a problem to be solved, though, is unhelpful. It is a matter of "yes, and": it hurts men and it hurts women measurably more (https://kuscholarworks.ku.edu/dspace/bitstream/1808/258/1/Sc...) and in neither case is it acceptable.
It's not just at work: conferences, meet ups and most of all online I encounter attitudes every day that either demand I act like a man, just as you did. The difference between us is that they aren't asking you to do something that is biologically impossible, and reminding you in the process that you will never, ever be able to simply fit in to your chosen profession.
Do you really start thinking about how bad woman are believed to be at science and math every time you speak to a male colleague or walk into a room full of men? I don't know, I'm asking...
The difference between us is that they aren't asking you to do something that is biologically impossible
Are you suggesting that male programmer behavior has a biological basis?
It's not even that I think about it all the time; it's that I am subtly reminded of it over and over again. It is impossible to forget, because the environment and people around me reproduce them, mostly entirely unintentionally. Even just the lack of women is a subtle, ever-present reminder that I am doing something weird and kind of awkward.
It's not something that is easy to describe. I'd compare and contrast this with, say, science fiction conventions, which are usually 40% women and where I encounter none of the same awkward out-of-place-ness. Still uber-nerdy, still has lots of socially-awkward men, way fewer reminders of how many stereotypes I violated getting there.
As for the biology quip, I apologize for being unclear. I meant that telling me to "man up" would be like telling you to "be a woman": illogical. The only thing I was attributing to biology was gender itself (and even that can be mental, physical, both or neither.)
It's interesting that you're conscious of all this and yet it still effects you. In your case it seems to not be a case of stereotype threat but more a lack of self-confidence (re: "doing something weird and kind of awkward") or a need to fit in. If they started hiring more women developers would that make you feel more confident in your own abilities or have a positive effect on your job performance? If so why?
The whole experience is very lizard-brain; I can rationalize it after the fact and compensate for the dynamic when making decisions, but that doesn't completely get rid of the emotions in the first place. Like how just because you know a film is a horror film doesn't mean you don't startle when something jumps out at the screen.
I don't know for sure if it affects my performance, since I haven't performed tests on myself, but I believe the evidence I have read that suggests it probably does. I can't really explain the mental toll that that being a constant visible outsider takes, especially when people around you say things about the group you belong to without remembering that you are one. It's not crippling, but it isn't pleasant either; sort of like wearing ten pound weights all the time.
I don't think having more women around would make me more confident in my job performance, but it would make me more confident in my employment and leave more energy to devote to the job. Jobs, especially programming, include teamwork, camaraderie and talking with coworkers. It's a lot harder to relax and fit in when you don't entirely no matter what you do.
I don't want to give the impression that this is all in women's heads either. Groups of people bond over whatever they have in common, whether it is shoes, pets, culture or gender. Right now, if some guy in the work place says something sexist or talks about how weird and incomprehensible their wives are or talks about typically-masculine things like cars or football or scotch or how they hate GUIs or how people need to stop being such pussies or how the best coders are all men, they are signaling group membership by defining themselves against another group, which I can't help but belong to. Even if I don't say anything at all, just existing is enough to disrupt the maleness-centered bonding that would otherwise be going on (at best. At worst I get "complements" like, "oh, you're not like other women!" and they keep on defining group membership in a way that would exclude me if they hadn't made some careful and possibly-temporary exception in their mind.) Once there are enough women in a space, dudes stop trying to bond over how male we all are and we can start bonding over the work we do or the books we like or whatever the reason is we are actually there.
I think when there get to be enough women in a group it improves some men's performance too. There are some men who backlash when it happens because they have defined themselves by the masculinity of their groups. They are the ones who talk about how we don't need to worry about there being no women in CS and how the whole thing is biology; those opinions don't magically change when women do enter a field, even though they become pretty silly. On the other hand, other men can stop worrying about whether they are acting manly enough and stop spending effort to hide parts of themselves to better fit in to unrealistic masculine norms and focus instead on the work at hand.
Now I feel like a shmuck for having assumed the same of you. Glad you found a way to dismiss everything I said so you can keep believing whatever it is you want to believe.
Statistically, men have a wider variance in IQ score than women do. This means that there are likely to be more highly intelligent men than highly intelligent women in a room, and that the most intelligent man in the room is probably more intelligent than the most intelligent woman.
With that said, if you were to select the top 10 intelligent people in a room of 1000, a statistically significant amount of the time a majority will be men.
If you are hiring for a job that requires the top 1% of intelligence, it is no surprise that you are going to have more men than women.
Disclaimer: I hope some day that my daughter chooses a position in STEM, I realize that there are limitations and gaps in the IQ test, and that I might sound like a complete troll but I'm asking this question legitimately.
No. This means that there are likely to be more men who scored highly on an IQ test than women who scored highly on an IQ test in a room.
http://en.wikipedia.org/wiki/Intelligence_quotient#Job_perfo...
Thanks for perpetuating the stereotype. I feel sad for your daughter.
However your opinion that women are just as intelligent as men is not backed up by any statistics, and one of the best statistics we have for assessing intelligence, IQ, does not jive with your assertion.
But if you can't be arsed to Google it, here you are:
Also, taking discussions seriously is exactly the reason why I come to HN. I'm sure I'm not alone.
That being said, those two links where interesting although they left me with even more questions than when I began. On one hand it's claimed that
"The mean IQ scores between men and women vary little." then "gender differences tended to disappear on tests for which there was a male advantage and to magnify on tests for which there was a female advantage" then "These tests have been complied over the years so there is no sex difference." but then oops, "some researchers have concluded that men have slightly higher IQ scores than women"
I'll blame that on Wikipedia I guess.
To be fair, the research of the second link seemed a lot more serious. I'm no IQ scientist so I won't try to guess things I don't fully understand but it was a good read.
>It finds that females have a 101.41 mean IQ with a 13.55 standard deviation versus males that have a 103.08 mean IQ with a 14.54 standard deviation
A difference of 2 IQ-points is marginal anyway, but both populations (in this study) have different standard deviations (so the measurements spread out differently), which makes them harder to compare. In the end I'd say, the difference (in this study) is minimal and can be neglected. Edit: I also think that just by repeating the same study with exactly the same participants, the difference will be smaller, non-existant, or women will have a higher IQ. I once did (caution: anecdotal evidence) five IQ-tests on five following days and the results were off by +/- 5 points, just because I was more tired/more awake on the different days.
All in all I'm disappointed by the level of discussion in this whole thread, way to show the world that software-people have no clue of gender-differences.
The article is mainly about why so few women become interested in software, pursue it, and stick with it as a career, and not about why they don't get the best jobs or make the same money. While it seems plausible that men and women are probabilistically hardwired to find certain fields more interesting than others, this isn't "intelligence".
And of course, everyone thinks they're hiring the top 1%: http://www.joelonsoftware.com/items/2005/01/27.html
Software development is a low-status profession. Lately it has become more highly paid, largely due to a bubble, which raises the social status and gets feminists upset about the fact that there aren't enough women in the profession. If the bubble bursts and developer pay drops to saner levels, expect the controversy to suddenly go away. Feminists aren't nearly as upset that there aren't very many women in the garbage handling industry, after all.
Second: all these things the author experienced can be said about any minority group, and women is just one of them in STEM. Therefore, can we really say that there is a particular bias against women, when the bias actually exists among many minorities? Therefore, can't we assume that really it's the monopoly of the majority that we should combat, and not specifically the gender gap?
Third, holy shit. If your self confidence is so low that any critique by a peer could shatter your world and cause you to abandon your career, you need therapy, or at least some kind of daily affirmation exercise. And being too afraid to ask to join a group is no excuse, for any person. You have to be able to work with other people.
Often times they will not be the same gender or ethnicity as you. Simply saying it's difficult or scary is not some big revelation: many people find it intimidating to work with groups of people they know nothing about. Luckily, that's what college is good for: overcoming those fears and becoming comfortable with what will eventually be a requirement of your job.
I agree with all her Eliminating the Threat points (even though that's kind of a harsh way of saying "Overcoming Obstacles")
First let me say that yet again, another blog post that
contains little to no science to back up claims; instead,
personal feelings and an individual's experience become
the standard by which apparently all people experience
working in STEM.
"Stereotype Threat and Women’s Math Performance" by Spencer, Steele and Quinn [1] contains an interesting series of experiments.In the first experiment, test subjects are given two math exams, an easier one (from the GRE general exam) and a harder one (from the advanced GRE mathematics exam). All test subjects had 1 semester to 1 year of calculus with at least a B grade. They observed something that has been seen in the literature before - that both genders perform equally on the easier exam, but women underperform on the harder exam.
In the second experiment, a different set of test subjects were given the harder exam. Half the subjects were told the test had been shown to produce gender differences, half that it had been shown not to produce gender differences.
Characterizing the test as insensitive to gender differences was enough to totally eliminate women's underperformance. When the same test was characterized as sensitive to gender differences, women significantly underperformed in relation to equally qualified men. (results are fig. 2 on page 13 of the PDF)
The third experiment repeats the second experiment under different conditions and gets a similar result.
The "stereotype threat" article is not a compelling
enough argument to me that there is some gender
stereotype conspiracy only found in STEM
No stereotype conspiracy is required - the threat is from the stereotype /held by the test subject/ that they will/are expected to underperform.[1] http://www.leedsmet.ac.uk/carnegie/learning_resources/LAW_PG...
Not every study or set of experiments is foolproof, and the 'results' of ones that are done specifically on a bias, and never replicated, should not be considered some kind of universal truism.
Did you have some point, or argument, or opinion, you were trying to make?
Participants were divided into three groups; the first group were told they were getting a problem solving test; the second group were told they were getting a math test for a study of gender differences; the third group were told the same as the second group and that anxiety could be the result of negative stereotypes that are widely known in society and have nothing to do with their actual ability to do well on the test.
As figure 1 on page 4 of the PDF shows, the first group had roughly equal gender performance, in the second group women underperformed, and in the third group performance was roughly equal.
Or why not "Solo status, stereotype threat, and performance expectancies: Their effects on women's performance" by Sekaquaptewa and Thompson [2] - once again, women performed worse in the stereotype threat condition that in the no threat condition.
Did you have some point, or argument, or opinion,
you were trying to make?
Only that your statement that there is little to no science to back up the blog's claims ignores multiple peer-reviewed studies.[1] http://www.mdecgateway.org/olms/data/resource/9098/Knowing%2... [2] http://j.b.legal.free.fr/Blog/share/Expos%E9s%20M1/Stereotyp...
I feel like there is a huge double-bind, where anything science-y is boring and dry and long and qualified with caveats and error bounds, so no one reads it. On the other hand, anything short, rhetorical and designed to communicate the human cost of the problem gets dismissed for being nothing but the writer's opinion.
I don't really know what the answer is; I would love to hear any suggestions people have.
It'd be interesting to see the differences in upbringing that allowed for the Soviet Union back in the 60s to have a stat where "one-third of the engineers and 75 percent of the physicians are women." [1]
Having been in the role of a guy in a computer science class at a large public university with roughly similar ratios, I wouldn't say that the motivation that people don't work with women is mostly due to the stereotype. It's likely due to the social ineptitude of engineering students. I definitely could relate to Max Levchin talk about how PayPal had difficulty in hiring women because they were nerds that didn't know how to relate to women. [2] Granted, as the author points out, the stereotype threat exists due to the outcome being perceived as social bias.
Perhaps a solution as well is to help nerdy guys interact with girls in high school while the gender balance is fairly balanced. Perhaps projects with "random" (assigned) partners. Looking back at some of the things I did, I can't believe I was that socially awkward.
[1] http://books.google.com/books?id=dwTvE44DOgQC&lpg=PA145&... pg 188
[2] http://blakemasters.tumblr.com/post/21437840885/peter-thiels...
I think you make an excellent point that a lot is at play during high school though. It seems like most kids are fine and don't notice gender differences before their teens and that the social issues manifest and strengthen from the start to the end of puberty. Teenagers are mean and that period of life is when people judge the most based on looks and social aptitude. Solving this situation (which probably can't be solved readily) would most likely raise everyone's social interaction skills, smooth the social differences across the board and solve a lot of gender stereotypes (and even other problems).
In the U.S. at least, tech dialogue is about 'men' and 'women', despite the fact that a significant number of certain men are rarely represented in the tech industry. Asian/Asian America men might overrepresent their demographic in the tech industry relative to their % in the country, but they are rarely on leadership boards (especially compared to women). But more importantly, having worked in Silicon Valley and New York, I rarely saw African-American and Hispanic devs/engineers.
I just take exception to the idea that as a tech collective, we are supposed to 'fight' for one segment yet ignore other under-represented demographics.
I think the article speaks specifically about women because it was written by a woman, drawing from her personal experience.
The principles stated in the article can probably be appreciated by and applied by any group that's feeling marginalized in the tech industry.
I recommend finding or writing some articles about the problem and posting them. I look forward to discussing them.
For those of you who are actually able to empathize a bit here, I found the APA paper "Stereotype Threat at Work" http://www.apa.org/education/ce/stereotype-threat.pdf to be especially useful in communicating with managers, mentors and peers about what I was experiencing in the workplace. I don't think there are easy solutions to this issue, but bringing a little awareness and kindness to situations where a member of your team might have their stereotype threat activated can really go a long way.
As hackers we typically care about efficiency, and stereotype threat is making some of our peers less efficient. If you think it's just a matter of "getting over it," your empathy skills could use a little work. A lot of this stuff is unconscious and impossible to unwire after a lifetime of being fed cultural stereotypes.
"Is it even something we ought to be concerned about?(I won’t dignify that last one with an answer.)"
I'm guessing that the reason the author won't dignify the last one with an answer is that she feels the question is rooted in deep sexism, or dismissal of a serious problem. And I'd agree, discrimination and/or stereotyping that leads to women giving up on CS is a serious problem.
However, a slightly less extreme version of this question is important: "is it possible women are finding better professions than software development". As an exercise, consider the case of a young woman who has entered your office to talk about whether she should pursue a career as a programmer or apply to medical school with the ultimate goal of becoming a cardiologist. Make sure you address longevity of careers, pay, stability, social standing, attrition rates from graduate programs, and so forth.
I do think it's very important to ask why women aren't going into CS. To the extent that stereotyping is responsible, yes, we should fight it. It clearly is a factor.
But young women are starting to outperform young men academically. A recent RAND study concluded that young Americans are rationally avoiding PhDs in STEM fields because they are not competitive with the professions (where women are closing the gap rapidly, and in some cases creating a gap that favors women). In this case, avoidance of these fields may simply be one more way that women are making better decisions than men. Programming careers can be very rewarding, but they're hardly the only game in town, so it makes no sense to analyze it in isolation.
If women aren't going into CS, what are they doing instead? Should we be telling young women who choose nursing, law, accounting, and medicine that they would be better off studying CS and becoming programmers? If anything, we might want to encourage young men to look at what young women are doing and learn something from them!
Is there any evidence that this is what actually happens? Are all women carrying around these stereotypes with them? It just seems like a "just so" explanation.
Most of the examples in this article aren't of stereotype threat, they're examples of the authors' insecurity and social anxiety about being in tech. I can understand how a women would feel uncomfortable working in large groups of, what are generally socially inept, geeks but that seems like a different problem. This was the money-quote for me:
I remember one instance in particular when I was feeling particularly isolated at our company. “I feel like an outsider! Like the guys don’t want me here because I’m a woman!” I whined to one of my male colleagues. He looked at me and replied, “Well that’s dumb. Of course they want you here. You’re great to work with.”
So essentially this woman has a self-confidence issue. I see little evidence from this article (and the NPR one) that these problems, to the extent that they exist, are just run-of-the-mill social anxiety and nothing more.
Try 1 female for 40 male programmers (That's about the ratio in both my internships, as well as my Software Engineering bachelor's degree group) and add to that the wannabe cool guys making sexist jokes in their public announcements and you might be closer to the current situation.
Do you actually know that?
It's just the blog-people I ever hear raising this issue.
Maybe people shouldn't be persuaded to pick careers based on what "society wants" or what demographic ratios "should" be.
Maybe we need more women, no, more people to pick the most advantageous careers for them personally.
This isn't about philosophy or ideology, and it's interesting that so many people here are framing it that way.
>>>
The Gender Gap in STEM (science, technology, engineering, mathematics) fields and in Silicon Valley is a hot topic right now. We hear the same questions over and over, from many different directions:
* What are the causes of this phenomenon?
* What are the solutions?
* Is it even something we ought to be concerned about?(I won’t dignify that last one with an answer.)
I was never even aware of that as a factor. If I had been, I should have thought "Of course I can't engineer software because according to our society's stereotypes of middle eastern people, I should become a terrorist instead".
I don't get why anyone should even care about stereotypes in the first place (let alone have to de-program themselves) because they should decide for themselves as individuals.
Grumble grumble, Identity Politics, grumble grumble.
(I do not believe either suggestion, not for a second. And I am disturbed that people are so ignorant of history. Both the women subject to stereotype threat and the men suggesting it's a non-issue are making this same kind of mistake. So, instead, I'd like to point out that women are awesomely smart. So deal with it. Please.)