Healthy work environments where people of all races, genders, and religions can work together productively and without bullying or harassing behavior occurring must become the norm. Anything less should be unacceptable. Here, the Mars SAM Team celebrates the perfect landing of their rover.NASA

Imagine a scientist. Try closing your eyes and really picturing this person: envision them at work, toiling away, attempting to uncover the secrets of nature itself. What does this person look like? What’s their age, race, gender, and sexual orientation? Do they have any disabilities? What’s their religion? And what was their childhood like in terms of poverty or affluence?

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Although it’s not universal by any means, chances are you pictured a straight, white, older man when you imagined this hypothetical scientist. For centuries, this was the overwhelming default. In many scientific fields, such as physics, there’s still a gross underrepresentation of women and people of color at the highest research levels. Many people who study these disparities contend that there are innate, inherent differences between genders and/or races that could explain these outcomes. Unfortunately for them, that idea is unscientific at this point in time. Here’s why.

1927 Solvay Conference on Quantum Mechanics. Nearly everyone shown in this image has a Nobel Prize to their name, and everyone except Marie Curie is a white man in physics.Benjamin Couprie, Institut International de Physique Solvay, Brussels, Belgium

One of the least controversial fields in all of science is evolutionary behavioral ecology. It’s based off of a simple idea: that there are personality differences between animals, often linked to innate features such as gender, that have evolutionary roots. Primates in particular, and mammals more generally, display differences in preferences and traits like grooming behavior, mate selection, aggression, and territoriality that appear to be very strongly linked to gender. These differences generally increase when there are larger size differences between males and females.

Therefore, the argument goes, that humans exhibit large gender differences and strong gender-linked preferences, and so maybe there’s an innate connection between gender and career choice. Furthermore, perhaps those differences are sufficient to explain the underrepresentation of women in the sciences.

Over a century ago, women experienced vastly different treatment than men in academic circles and institutions. Here in 2018, the playing field is still far from level, although the reasons are far more insidious than overt these days.Harvard College Observatory, circa 1890

Let’s imagine a non-controversial experiment that you might design to test this out. Put a person in a room with a variety of items displaying a variety of colors. Which items do they choose to examine, play with, investigate, or otherwise utilize? Which items are preferred? When you control for item choice, do you see a preference for the particular color chosen? And finally, when you tally up everyone’s preferences, what are the color preferences when you look at males versus females?

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The idea that there would be an innate color preference based on someone’s innate traits isn’t crazy; it’s a legitimate hypothesis. But in order to go anywhere with it, we’d have to test it out.

Female gorilla Fatou, the oldest gorilla in Europe, sits in front of a present basket with different kinds of fruit on her 60th birthday at the zoo (‘Zoologischer Garten’) in Berlin, Germany, 13 April2017 Fatou has been living in the zoo for 58 years, and has her own preferences for objects and foods that are multifaceted.Kay Nietfeld/picture alliance via Getty Images

The science of color studies goes back a very long time, and many studies do show a level of gender dimorphism (or differences between genders) when it comes to color preferences. As you might expect, many such studies indicate that males have a stronger preference for bluer colors, while females have a stronger preference for redder colors.

And as you also might expect, we see these gender-linked differences for color preferences in animals as well. Birds display color preferences; gorillas and chimpanzees display them; butterflies have preferences; and in particular, non-human primates display very strong gender differences for both color and item selection.

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A picture taken on October 15, 2018 in Saint-Philbert-sur-Risle, northern France, shows a Vanessa Atalanta butterfly on a flower. Butterflies are one of the insects that demonstrate the strongest color preferences known in nature.JOEL SAGET/AFP/Getty Images

Based on this evidence, you would be extraordinarily tempted to conclude what might seem obvious based on this evidence, as presented here. Animals display color preferences that are often linked to gender. This should, in principle, allow us to conclude something about innate gender preferences for color.

That our closest animal relatives (the primates) display it quite strongly tells us that we might expect that humans display that trait strongly as well.

And that we see color preferences in humans based on gender is another hint. It strongly indicates that we should expect color-preference gender differences that are innate in humans. It’s an eminently reasonable hypothesis.

Fortunately for us, however, it’s a well-studied hypothesis, and the conclusions aren’t what you expect.

When presented with a choice between objects that have different colors, hues, brightnesses or saturation levels, a variety of animals and human populations will display preferences that persist when you group them together in any number of fashions. We must be careful when we draw conclusions about what this means for innate human preferences, however.Getty

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In humans, there have been significant differences in the results of the color study dependent upon factors such as:

  • when, in time, the test was performed,
  • what the geographical location of the study participants were,
  • and what the socialization differences between men and women were.

Studies have shown a variety of color preferences between genders, including in preferences between cool and warm colors, brightnesses, chromaticities, tolerances for greys, preferences for yellow (men) versus orange (women), or for blue (men) as opposed to red (women).

Offering up a selection of identical objects with various colors may reveal individual preferences, and those individuals may aggregate to form group preferences. But the idea that we can distill which components of those preferences are due to innate traits and which ones are due to societal traits has yet to be demonstrated in humans.Getty

There’s a compelling reason for this, of course. Human beings aren’t merely the sum of our genetics and our evolutionary history. Sure, they play a role, but we are also products of the societies we’re raised in, and extricating the societal effects from inherent tendencies is often impossible with the limited data we’re capable of collecting.

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We might ascribe blue as a boy’s color and pink as a girl’s color, but these attributions are artificial: they’re imposed by our social structures. As recently as a little over 100 years ago, pink was viewed as a color for boys, and consequently boys exhibited a preference for pink, rather than blue.

When societal pressures are present, they can easily overwhelm any possible innate preferences, rendering the latter impossible to observe. When you have two competing signals and one dominates the other, it’s often impossible to extract the subdominant effect.

In most societies around the world, pink is associated with women and girls, while blue is associated with men and boys. This may be true, on average, but it says little about both the preferences of any particular individual and about the innate component of such differences. In fact, the evidence that there is a societal factor that dominates is overwhelming.Getty

And this brings us to the issue of underrepresentation in science. There are fewer women than you’d expect based on the general population; there are fewer people of color than you’d expect as well. Does this mean that women are inherently less interested or suited to science than men? That people of color are inherently less interested or less well-suited to a science career?

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Not based on the evidence.

Yes, underrepresentation is real. It is possible that there is a component of that underrepresentation that is due to some type of innate difference or preference distinct to various ways of grouping humans together. But that possibility is not only unsupported by science, it discounts the existence of known societal pressures.

The three key points in the largest study of harassment in astronomy point to women of color experiencing the largest amounts of gender and racial harassment, large levels among women and women of color specifically of feeling unsafe due to gender and race, and women skipping professional events due to feeling unsafe, leading to lost career opportunities.K. B. H. Clancy, K. M. N. Lee, E. M. Rodgers, and C. Richey (2017), J. Geophys. Res. Planets, 122, 1610-1623

It is well-documented that harassment, bigotry, and casual racism/sexism permeate environments where underrepresentation is rampant, and the effect on those environments is damning. The result is the exclusion, marginalization, and undermining of the academic potential of anyone who isn’t a wealthy, male, white, straight, able-bodied individual working in science.

One of uncountably many incidents that actually occur in the sciences on a near-daily basis that illustrate how casually discriminatory attitudes can undermine and marginalize members of underrepresented groups.Alice Adenis/didthisreallyhappen.net, CC BY-NC-ND 4.0

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Until we have a workplace that is free from harassment and abuse of:

  • women,
  • people of color,
  • LGBTQ individuals,
  • people with disabilities,
  • religious minorities,
  • people from economically disadvantaged backgrounds,

or anyone else who isn’t a member of the in-group in every way, it is unscientific to draw conclusions about the effects of whatever inherent differences may actually be present.

Harassment and bullying of graduate students in academia is a rampant problem, and one that is regarded as likely partially (if not wholly) responsible for the gender disparity at the highest professional levels in the sciences. This is a problem that will require action from the top to eradicate.AP Photo/Jeff Chiu

In science, you must be extraordinarily careful that you aren’t biasing your experiment or observation towards drawing a favored conclusion. If we overlook or discount a known factor, like the social effects of underrepresentation on the fields that are afflicted with it, we will never draw a valid scientific conclusion. Until the very real problems existing in the workplace are fixed — until we truly create a working environment that doesn’t discriminate against its most vulnerable members — we have no reason to believe that inherent differences play any major role in creating or sustaining the demographics we see among scientists today. Those who seek to apply behavioral ecology to humans in the workplace must take the full suite of societal effects into account: a notoriously difficult set of factors to quantify. Until they do, their conclusions should be treated with a law familiar to any computer scientist: garbage in, garbage out.

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Healthy workplace where individuals of all races, genders, and faiths can interact proficiently and without bullying or bugging habits taking place should end up being the standard. Anything less ought to be inappropriate. Here, the Mars SAM Group commemorates the best landing of their rover. NASA

Picture a researcher. Attempt closing your eyes and actually visualizing this individual: picture them at work, toiling away, trying to reveal the tricks of nature itself. What does this individual appear like? What’s their age, race, gender, and sexual preference? Do they have any specials needs? What’s their faith? And what was their youth like in regards to hardship or abundance?

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Although it’s not universal by any ways, possibilities are you

envisioned a directly, white, older male when you pictured this theoretical researcher. For centuries, this was the frustrating default. In numerous clinical fields, such as physics, there’s still a gross underrepresentation of ladies and individuals of color at the greatest research study levels. Lots of people who study these variations compete that there are inherent, fundamental distinctions in between genders and/or races that might discuss these results. Regrettably for them, that concept is unscientific at this moment in time. Here’s why.(*********** )

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1927 Solvay Conference on Quantum Mechanics. Almost everybody displayed in this

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It’s based off of an easy concept: that there are character distinctions in between animals, typically connected to inherent functions such as gender, that have evolutionary roots. Primates in specific, and mammals more usually, show distinctions in choices and qualities like grooming habits, mate choice, aggressiveness, and territoriality that seem really highly connected to gender. These distinctions usually increase when there are bigger size distinctions in between males and women.

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The concept that there would be an inherent color choice based upon somebody’s inherent qualities isn’t insane; it’s a genuine hypothesis. However in order to go anywhere with it, we ‘d need to check it out.

Female gorilla Fatou, the earliest gorilla in Europe, beings in front of a present basket with various type of fruit on her60 th birthday at the zoo(‘ Zoologischer Garten’) in

Berlin, Germany,(*************************************************************************************************************** )April2017 Fatou has actually been residing in the zoo for58 years, and has her own choices for things and foods that are diverse. Kay Nietfeld/picture alliance by means of Getty Images

The science of color research studies returns a long time, and numerous research studies do reveal a level of gender dimorphism( or distinctions in between genders) when it pertains to color choices. As you may anticipate, numerous such research studies suggest that males have a more powerful choice for bluer colors, while women have a more powerful choice

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