gender bias

Women preferred for STEM professorships – as long as they’re equal to or better than male candidates

Stephen J Ceci, Cornell University and Wendy M Williams, Cornell University

Since the 1980s, there has been robust real-world evidence of a preference for hiring women for entry-level professorships in science, engineering, technology and math (STEM). This evidence comes from hiring audits at universities. For instance, in one audit of 89 US research universities in the 1990s, women were far less likely to apply for professorships – only 11%-26% of applicants were women. But once they applied, women were more likely to be invited to interview and offered the job than men were.

But what went on behind the scenes with these hiring decisions? Did women applicants give better job talks than men, publish more or in better journals, or have stronger letters of recommendation? Were hiring committees trying to address the faculty gender balance that typically skews more male than female?

To find out why academic faculty preferred women, an experiment was needed, and we recently conducted one.

Collecting hypothetical hiring data

Previously, in five national experiments, we asked 873 faculty from 371 colleges and universities in all 50 US states to rank three hypothetical applicants for entry-level professorships, based on narrative vignettes about the candidates and their qualifications. We told participants our goal was to collect information about what faculty looked for in job applicants when hiring, so we could advise our own graduate students.

We asked them to imagine that colleagues in their department had already met these hypothetical applicants, evaluated their CVs, attended their job talks, read their letters of recommendation – and rated the applicants as 9.5 out of 10 (very impressive) or 9.3 (still impressive, but just less so).

One of the applicants was an outstanding woman, pitted against an identically outstanding man. Because men and women were depicted as equally talented, any hiring preference had to be due to factors other than candidate quality. We included a third, male, foil candidate as one of the many ploys we employed to mask the gendered purpose of the experiment. In this previously published research, we found that both female and male faculty strongly prefer (by a 2-to-1 margin) to hire an outstanding woman over an identically outstanding man. The sole exception to this finding was that male economists had no gender preference.

Faculty of both genders exhibit 2-to-1 preference for hiring women applicants with identically outstanding qualifications, with the exception of male economists.

Even when we gave faculty only a single applicant to evaluate, those given the woman rated her more hireable than did those given the identical applicant depicted as a man. Not surprisingly, this finding caused a media frenzy, as it contradicted what many believe to be sexist hiring in academia.

Note that these experiments were not designed to mimic actual academic hiring, which entails multi-day visits, job talks and so on. The purpose of our experiments was not to determine if women are favored in actual hiring but rather to determine why data suggest they are in real-world conditions. To answer this question, one needs a controlled experiment to equate applicants.

Remember that our experiment looked at typical short-listed candidates – who are extremely qualified – at the point of hiring, and did not address advantages or disadvantages potentially experienced by women, girls, men and boys throughout their development. It is worth acknowledging, though, that a 2-to-1 advantage enjoyed at the point of tenure-track hiring is substantial and represents a pathway into the professoriate that is far more favorable for women than men.

Finding the limit to a preference for women

We wondered how deeply the faculty preference for women that we’d previously identified ran. Do faculty prefer a woman over a slightly more qualified man? How about a much more qualified man?

Our most recent experiment, just published in the journal Frontiers in Psychology, examined this question.

Using the same methods from our earlier study, we presented 158 STEM faculty with two male applicants and one female applicant for a tenure-track assistant professorship in their specific field. We presented another 94 faculty with two female applicants and one male applicant. In one contest, the female applicant was slightly less outstanding than her two male competitors, although still impressive; in the other, the male applicant was slightly less outstanding than his two female competitors.

It turned out that faculty of both genders and in all fields preferred the applicant rated the most outstanding, regardless of gender. Specifically, faculty preferred to hire slightly more outstanding men over slightly less outstanding women, and they also preferred to hire slightly more outstanding women over slightly less outstanding men.

Reconciling with other STEM sex bias research

These results show that the preference for women over equally outstanding men in our earlier experiments does not extend to women who are less accomplished than their male counterparts. Apparently, when female and male candidates are not equally accomplished, faculty view quality as the most important determinant of hiring rankings.

This finding suggests that when women scientists are hired in the academy, it is because they are viewed as equal or superior to males. These results should help dispel concerns that affirmative hiring practices result in inferior women being hired over superior men.

The absence of preference for a less outstanding man does not necessarily imply that academic hiring is meritocratic under all conditions. It is possible that with different levels of candidate information (or if the candidates were somewhat less competent, as opposed to being stellar), results might differ. Discrimination may be a concern when candidate qualifications are ambiguous, but, based on our study, not when candidates are exceptionally strong. Thus, our interpretation of our results is that women who are equal to or more accomplished than men enjoy a substantial hiring advantage.

These findings may provoke concerns. If affirmative action is intended to not merely give a preference to hiring women over identically qualified men, but also to tilt the odds toward hiring women who are slightly less accomplished but still rated as impressive, gender diversity advocates may be disheartened. Those who’ve lobbied for more women to be hired in fields in which they are underrepresented, such as engineering and economics, may find the present findings dismaying and argue that extremely well-qualified female candidates should be given preference over males rated a notch higher.

One claim finds no support in our new findings: the allegation that the dearth of women in some fields is the result of superior female applicants being bypassed in favor of less accomplished men. If excellent women applicants were given short shrift, the slightly less qualified man would have been chosen frequently over more qualified women. But this scenario occurred only 1.2% of the time – similar to the number of times a slightly less accomplished woman was chosen over a more accomplished man.

None of this means women no longer face unique hurdles in navigating academic science careers.

Evidence shows that female lecturers’ teaching ability is downrated due to their gender, letter writers for applicants for faculty posts in some fields use more standout (ability) words when referring to male applicants, faculty harbor beliefs about the importance of innate brilliance in fields in which women’s representation is lowest, and newly hired women in biomedical fields receive less than half the median start-up packages of their male colleagues – to mention a few areas in which women continue to face challenges.

Nor do the present findings deny that historic sexism prevented many deserving women from being hired, or that current implicit stereotypes associating science with men are not related to lower science course-taking.

All of these studies suggest areas in need of further work to ensure equality of opportunity for women.

On the other hand, based on hundreds of analyses of national data on the lives of actual faculty women and men across the United States, we and economists Donna Ginther and Shulamit Kahn found that the overwhelming picture of the academy since 2000 is one of gender fairness. Our analyses examined hiring, remuneration, promotion, tenure, persistence, productivity, citations, effort and job satisfaction in every STEM field. The experiences of women and men professors today are largely comparable, as is their job satisfaction.

Our new experimental findings call into question unqualified claims of biased tenure-track hiring. Sex biases and stereotypes might reduce the number of women beginning training for the professorial pipeline, but when a woman emerges from her training as an excellent candidate, she is advantaged during the hiring process.

The Conversation

Stephen J Ceci, Professor of Human Development, Cornell University and Wendy M Williams, Professor of Human Development, Cornell University

This article was originally published on The Conversation. Read the original article.

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Let’s face it: gender bias in academia is for real

Cynthia Leifer, Cornell University; Hadas Kress-Gazit, Cornell University; Kim Weeden, Cornell University; Marjolein C H van der Meulen, Cornell University; Paulette Clancy, Cornell University, and Sharon Sassler, Cornell University

Cornell Professor Sara Pritchard recently made the argument in The Conversation that female professors should receive bonus points on their student evaluations because of the severe negative bias students have toward their female professors.

Commentators on FOX News attempted to discredit her argument as “insane,” ridiculed the idea that gender plays a role in evaluations and repeatedly mentioned a lack of data to support her claims. But the reality is women faculty are at a disadvantage.

Unfortunately, as we well know, for many women in science, technology, engineering and mathematics (STEM), the path to academia ends long before they obtain a faculty position and are the “lucky” recipient of biased student evaluations.

We represent the success stories – women with careers at Ivy League universities. And yes, while we agree that there are more women in STEM fields today than ever before, bias still affects women in STEM, and not just in student evaluations.

Letters of recommendation and teaching evaluations

It starts right from the hiring process.

In the first stage of the hiring process, a candidate for an academic position must be selected from a pool of hundreds to give a job talk and on-site interview.

The decision of who to invite for a job talk is based on materials about the candidate including CVs, letters of recommendation from prominent figures in the field, samples of research, “buzz” about who’s a rising star and teaching evaluations.

A large body of research shows that many of these materials, and how they are evaluated by search committees, reflect bias in favor of male candidates.

Letters of recommendation, for example, tend to have a very different character for women than for men, and their tone and word choice can affect the impression that the hiring committee forms about candidates.

For example a 2008 study of 886 letters of recommendations for faculty positions in chemistry showed that these letters tended to include descriptors of ability for male applicants, such as “standout,” but refer to the work ethic of the women, rather than their ability, by using words such as “grindstone.”

It turns out that female candidates are seen as less hireable as well.
Mike Licht, CC BY

A similar study showed that female, but not male, students applying for a research grant had letters of recommendation emphasizing the wrong skills, such as the applicants’ ability to care for an elderly parent or to balance the demands of parenting and research.

Furthermore, a 2009 analysis of 194 applicants to research faculty positions in psychology found that letters of recommendation for women used more “communal” adjectives (like helpful, kind, warm and tactful), and letters of recommendation for men used more decisive adjectives (like confident, ambitious, daring and independent), even after statistically controlling for different measures of performance.

Perhaps not surprisingly, a follow-up experiment in the same paper found that these subtle differences in the language can result in female candidates being rated as less hireable than men.

Unfortunately, even when the same language is used to describe candidates or when the key objective criteria of productivity are used, evaluators rated female candidates lower than male candidates.

Teaching evaluations, as our colleague already pointed out, are also known to be biased.

Historian Benjamin Schmidt’s recent text analysis of 14 million rankings on the website ratemyprofessor.com showed substantial differences in the words students used to describe men and women faculty in the same field: men were more likely to be described as “knowledgeable” and “brilliant,” women as “bossy” or, if they were lucky, “helpful.”

If a female candidate makes it through the “on paper” process and is invited for an interview, the bias does not end.

What makes a ‘fit’?

Once a field of candidates is narrowed down from hundreds to a handful, very little distinguishes the top candidates, male or female. Final decisions often come down to intangible qualities and “fit.”

Although “fit” can mean many things to many people, it boils down to guesses about future trajectories, judgments about which hole in a department’s research profile or curriculum is most important to fill, and assessments about whether a person is going to be a colleague who contributes to mentoring, departmental service, and congeniality.

Research in social psychology and management shows that women are seen as competent or likable, but not both. The very traits that make them competent and successful (eg, being strong leaders) violate gender stereotypes about how women are “supposed to” act. Conversely, likable women are often perceived as being less likely to succeed in stereotypically male careers.

Despite all this information, FOX News isn’t alone in its view that women candidates for academic positions are not at a disadvantage.

In fact, one of the commentators in that segment cited a study from other researchers at Cornell that concluded the employment prospects for women seeking faculty positions in STEM disciplines have never been better.

The authors of that study go so far as to blame women’s underrepresentation in the sciences on “self-handicapping and opting out” of the hiring process.

Women doing better, but not better than men

The fact is at the current rate of increase in women faculty in tenure-track positions in STEM fields, it may be 2050 before women reach parity in hiring and, worse, 2115 before women constitute 50% of STEM faculty of all ranks.

This is supported by faculty data at Cornell itself. Between 2010 and 2014, there was only a modest 3%-4% increase in women tenure-line STEM faculty.

In contrast to these data, the study cited by FOX News argued women are preferred to men for tenure-track STEM academic positions. The authors of that study used a research method common in social sciences in which true randomized experiments are impossible to carry out in real-life contexts called an audit study.

In an audit study, people who make the relevant decisions, such as faculty or human resource managers, are sent information about two or more fake applicants for a position. The information is equivalent, except for a hint about the question of interest: for example, one CV may have a male name at the top, the other CV a female name.

The battle against sexism has yet to be won.
European Parliament, CC BY-NC-ND

Although the audit study design can be very useful, in the case of STEM faculty hiring it oversimplifies the complex hiring process, which typically involves many people, many stages and many pieces of information.

The authors sent out equivalent descriptions of “powerhouse” hypothetical male or female candidates applying for a hypothetical faculty opening to real professors. Among the respondents, more said that they would hire the woman than the man. However, the study in question “controlled for,” and thus eliminated, many of the sources of bias, including letters of recommendation and teaching evaluations that disadvantage women in the hiring process.

Furthermore, only one-third of faculty who were sent packets responded. Thus, the audit study captured only some of the voices that actually make hiring decisions. It is also hard to believe that participants didn’t guess that they were part of an audit study about hiring. Even if they didn’t know the exact research question, they may have been biased by the artificial research context.

The study by our Cornell colleagues has already generated a lot of conversation, on campus and off. The authors have entered this debate, which will undoubtedly continue. That’s how science works.

Contrary to what FOX News and some of our academic colleagues think, the battle against sexism in our fields has not been won, let alone reversed in favor of women. We must continue to educate hiring faculty, and even the society at large, about conscious and unconscious bias.


Paulette Clancy, Hadas Kress-Gazit, Cynthia Leifer, Marjolein van der Meulen, Sharon Sassler, and Kim Weeden are professors at Cornell University. Hadas Kress-Gazit, Cynthia Leifer and Kim Weeden are also Public Voices Fellows at The Op-Ed Project.

The Conversation

Cynthia Leifer, Associate Professor of Immunology, College of Veterinary Medicine, Cornell University; Hadas Kress-Gazit, Associate Professor of Mechanics and Aerospace Engineering, Cornell University; Kim Weeden, Professor of Sociology, Cornell University; Marjolein C H van der Meulen, Professor of Biomedical Engineering, Cornell University; Paulette Clancy, Professor of Chemical Engineering, Cornell University, and Sharon Sassler, Professor of Policy Analysis and Management , Cornell University

This article was originally published on The Conversation. Read the original article.

 

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Girls are kept out of science jobs by unhelpful stereotypes

Anna Zecharia, Imperial College London

The number of girls taking A-level physics has remained stagnant for the past 20 years or more, and the UK has the lowest proportion of female engineers in the EU. Progress on gender equality in science, technology, engineering and maths (STEM) is frustratingly slow.

And what’s even more worrying is that when questioned, Brits can’t think of current women scientists as role models. A recent YouGov poll of 3,000 people done for ScienceGrrl, a not-for-profit of which I am a director that advocates for more women in science careers, found one in ten named Isambard Kingdom Brunel – a male engineer – when asked to think of a famous women scientist. Only about half could actually name a female scientist and of those that did, 68% named Marie Curie, who died in 1934.

In a new report called Through Both Eyes also by ScienceGrrl, we set out the case for looking at the issue in light of the society we live in, and the legacy of inequalities between men and women.

Anyone more recent than Marie Curie?
Wikimedia Commons

Lack of progress isn’t due to a lack of attention or awareness. The Institute of Physics has compiled a series of comprehensive reports since 2004 and government frequently makes the economic case for diversity in science, technology, maths and engineering (STEM).

Deeply embedded cultural messages about women, attitudes, structures and norms manifest themselves as invisible hurdles that undermine girls’ participation and women’s progression in the workplace. These hurdles are invisible precisely because none of us knows what it looks like to live in an equal world.

Science capital in the family

We’ve explored what is known to propel somebody to choose a career in science. The literature is clear that there are three key factors. Liking STEM isn’t enough, it has to be relevant to a person’s interests and goals. They also need to feel confident they can succeed, and have access to “science capital” – the opportunity to gain knowledge and experience of STEM through personal networks.

People receive messages about themselves and the opportunities available to them from wider society, family and friends, the classroom and the workplace. We are all exposed to these messages and their balance is crucial to informing the choices we make.

Professor Louise Archer says her research shows it is: “harder for girls to balance or reconcile their interest in science with femininity” because STEM is seen to be for those who are “white, middle class, brainy and male”. A 2011 Ofsted report showed that by around 7-8 years old, girls and boys spoke about jobs as being “for men” or “for women”. Cordelia Fine, in her book Delusions of Gender suggests that children act as “gender detectives” from a much earlier age.

The “girls’ toys” that value physical perfection over adventure or intelligence, and the objectification of women in the media are just two examples of how the roles and capabilities of women are diminished in wider society.

Casual reliance on stereotypes leads to unconscious bias undermining all areas of girls’ lives. In STEM subjects, this is particularly true for confidence: girls perform worse in maths tests when their gender is made salient. This is known as “stereotype threat” – the phenomenon that performance can be impaired by awareness of lower expectations for your particular social group.

Stereotypes also affect expectations of those with influence in girls’ lives. Students get most of their careers advice from family members. But polling data from Engineers Week in 2013 showed that parents are steering their daughters away from careers in engineering, with 3% encouraging it as a career, compared to 12% for their sons.

Inspiring teachers

Progress will require a whole community approach. Schools also play an important role. Evidence from the Institute of Physics suggests that gender stereotypes undermine girls in the classroom.

But as Dr Vanessa Odgen, headteacher at Mulberry School for Girls, summarises: “girls’ uptake of science, technology and maths increases significantly when these subjects are taught by women who care passionately about STEM and when curriculum content promotes the achievements of women”. In short, when a whole school ethos means it is normal and expected for girls to succeed.

It is missing the point to say that girls aren’t “choosing” to study STEM. Many girls do not have real choice because of the low expectations placed on them and the lack of genuine opportunity. Girls are being kept out of rewarding careers.

We don’t need to change girls, we must place the responsibility on those with influence in our society. Showing the variety of directions STEM can lead, that it is creative and has social relevance it will appeal to a broader based talent pool, not just to more girls.

The Conversation

Anna Zecharia, Postdoctoral neuroscientist, Imperial College London

This article was originally published on The Conversation. Read the original article.