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Show Notes for Podcast Seven of seX & whY, Part 1
Thank you for Alyson McGregor for correctly pointing out that although the NIH, as of January 2016, does require its basic scientists to include both males and female animals in their grant proposals it is not called the "Research for All Act". The Research for All Act of 2014 is actually a bill sponsored by Congressman Jim Cooper of Tennessee that would require, among other things, that the FDA have access to subgroup analysis of data by sex prior to granting expedited approval of a new product. As of now, this bill has not passed.
Host: Jeannette Wolfe
Guests:
Dr. Neha Raukar, Emergency and Sports Medicine Physician
Katherine Snedaker, Executive Director of Pink Concussions
Topic: Sex and Gender Differences in Concussions
Take home points
References:
http://www.pinkconcussions.com/science/concussion-info/
Collins, C.L., Fletcher, E.N., Fields, S.K. et al. Neck Strength: A Protective Factor Reducing Risk for Concussion in High School Sports J Primary Prevent (2014) 35: 309. https://doi-org.ezproxy.library.tufts.edu/10.1007/s10935-014-0355-2
Covassin T, Moran R, Elbin RJ. Sex differences in reported concussion injury rates and time loss from participation: an update of the National Collegiate Athletic Association Injury Surveillance Program from 2004-2005 through 2008-2009. J Athl Train. 2016;51:189-194.
Wilcox, B. J., Beckwith, J. G., Greenwald, R. M., Raukar, N. P., Chu, J. J., McAllister, T. W., … Crisco, J. J. (2015). Biomechanics of head impacts associated with diagnosed concussion in female collegiate ice hockey players. Journal of Biomechanics, 48(10), 2201–2204.
Wunderle K, Hoeger KM, Wasserman E, Bazarian JJ. Menstrual phase as predictor of outcome after mild traumatic brain injury in women. J Head Trauma Rehabil. 2014;29:
Show Notes for Podcast Six of Sex & Why
Hosts: Jeannette Wolfe and Dr. Anne Litwin PhD
Topic: New Rules for Women
In this episode, Dr. Anne Litwin PhD joined me to discuss the findings of her book New Rules for Women. This book highlights the results of her extensive research on the challenges women can face when working with other women in a professional environment. Dr. Litwin, through her in-depth interviews of women across the globe and working in different industries, began to notice a pattern of expectations or so called "friendship rules" that women often carry into the workplace and innocently set them up for inevitable conflict.
The key components of the rules are as follows:
The real kicker, however, is that it is actually considered taboo to talk about them. Litwin claims that as these rules are so deeply ingrained into females as young girls, that by the time they enter the workplace they are simply assumed truths.
These rules set up a catch 22 as the very nature of most work environments is competitive and hierarchical. As such, women may often find themselves in positions in which they are not "equal" and not able to unconditionally back each other up. The result is that the friendship rules will predictably get broken and if unchecked, potentially leave women feeling unsupported, backstabbed or disillusioned with other women.
Fortunately, there are a few suggestions to better manage these relationships.
Some suggested wordsmithing:
"you are a strong woman and I want to support you, there are going to be times when due to our different job descriptions that we will inevitably face conflict, I ask that when this happens that we agree to work through them in a professional respectful manner so that we can continue to support each other and do our jobs to the best of our abilities."
"as we have different roles, there are going to be times in which I am going to have to put on my "professional" hat to do my expected job. To avoid confusion or misunderstanding, I will try and be as transparent as possible when I need to adopt that role."
Try to discuss expectations up front and identify new ways, understanding the above constraints, in which you can continue to support each other.
Resources
Anne Litwin's New Rules for Women
Joyce Benenson's Warriors and Worriers
Douglas Stone's Thanks for the Feedback
Check back in mid-March for the release of my "X- the Skidmark Talk" from the archives of the 2017 Feminem FIX national meeting.
Show Notes for Podcast Five of Sex & Why
Host: Jeannette Wolfe Guest Host: Justin Morgenstern
Topic: Stress Response - Part 3
Tricks for optimizing performance under stress
Preloading
In the moment
Selected Resources
Meditation App- Insight Timer
Justin Morgenstern's Performance Under Pressure blog: https://first10em.com/2017/03/13/performance-under-pressure/
Adrian Plunkett's SMACC talk https://www.smacc.net.au/2017/02/learning-from-excellence/
Recent Tetra study: Horsch A, et al: Reducing intrusive traumatic memories after emergency caesarean section: A proof-of-principle randomized controlled study. Behaviour Research and Therapy, 2017 https://doi.org/10.1016/j.brat.2017.03.018
Lauria, M. J., Gallo, I. A., Rush, S., Brooks, J., Spiegel, R., & Weingart, S. D. (2017). Psychological Skills to Improve Emergency Care Providers' Performance Under Stress. Annals of Emergency Medicine. https://doi.org/10.1016/j.annemergmed.2017.03.018
Parkin, B. L., Warriner, K., & Walsh, V. (2017). Gunslingers, poker players, and chickens1 :Decision making under physical performance pressure in elite athletes. Progress in Brain Research (1st ed., Vol. 234). Elsevier B.V. https://doi.org/10.1016/bs.pbr.2017.08.001
Markway B, Stop Fighting your Negative Thoughts, Psychology Today May 7 2013 https://www.psychologytoday.com/blog/shyness-is-nice/201305/stop-fighting-your-negative-thoughts
Show Notes for Podcast Five of Sex & Why
Host: Jeannette Wolfe
Topic: Stress Response
For Acute Care Medicine and Introduction to Sex and Gender Based Medicine CME Cruise Opportunity click here
Part 2 on biological sex differences in the stress response with special guest Justin Morgenstern
We started out with a discussion on different ways to frame potential sex and gender based research using a method described by Dr. M McCarthy
A full discussion of this framework can also be found on my website
McCarthy MM et al, The Journal of Neuroscience: the official journal of the Society for Neuroscience. 2012;32(7):2241-2247.
There appears to be a significant amount of individual variation in how some individuals respond to and recover from similar stresses. Some of these differences may be influenced by our biological sex. Understanding how we react and respond to stress and how this may perhaps differ from other individuals around us may help us better communicate and lead under stressful situations.
Study #1
This was a follow up study to an infamous study the same team did three years before in which they looked at sex differences in reward collection on a computer balloon game (Balloon Analogue Risk Task or BART). In this game, players got 30 balloons and the farther they pumped them up the more points they got however, each balloon was also set to randomly pop somewhere between 1- 128 pumps and if the player popped their balloon before they cashed it in they lost points for that balloon. Study participants were randomized to control vs stress condition (placing hand in neutral versus ice water for 3 min) and then played the game. They found that in neutral conditions there was no significant difference in risk taking (number of pumps 39 for women versus 42 for men, but under stress women decreased their pumping to 32 while men increased to 48).
In this 2012 study, Lighthall's group adjusted its protocol so that BART could now be played in an MRI scanner. Unfortunately, the new BART design subtly changed the game because now instead of going through 30 balloons, participants played the game for a set amount of time with unlimited balloons. This inadvertently added a second strategy to get lots of points as the new design allowed participants to get points by either pumping additional air into an individual balloon or rapidly moving through a greater number of balloons while pumping only a few pumps per balloon. Stress intervention was again either a cold or neutral temperature water bath and after submersion the researchers collected cortisol samples and scanned participants while they played the game.
Results- no difference in control conditions (room temp water) between men and women in number of balloon pumps or points earned
But under stress men acted more quickly and got increased rewards while women appeared to slow down their reaction time and decrease their rewards.
Men had higher baseline and stimulated cortisol but there was no difference b/w men and women in the amount of cortisol change between baseline and stressed condition.
Under basic non stress conditions- during the control testing it appeared that overall men and women utilized the same brain regions to complete the balloon task (i.e. suggesting that males and females approach the task by using similar neural strategies), however once stressed men and women seemed to use different areas of their brain. Men used their dorsal striatum and anterior insula more. Anterior insula has been associated with switching tasks from a riskier to a safer option (and in both sexes higher activity in this region correlated with higher collection rate) and the dorsal striatum is believed to be associated with obtaining predictable rewards and with integrating sensory, motor, cognitive and emotional signals.
Did not find that men had increased risk taking in this study but it may have been masked in that there was now a lower risk strategy available to them that still was associated with an increased reward (pumping balloon a small amount and quickly cashing in to get to next balloon).
Concept discussed is that under stress men may possible go into type one systemic thinking (automatic) while women may favor type 2 (deliberate cognitive inquiry).
Lighthall, N. R., Mather, M., & Gorlick, M. A. (2009). Acute stress increases sex differences in risk seeking in the balloon analogue risk task. PloS One, 4(7), e6002. https://doi.org/10.1371/journal.pone.0006002
Lighthall, N. R., Sakaki, M., Vasunilashorn, S., Nga, L., Somayajula, S., Chen, E. Y. Mather, M. (2012). Gender differences in reward-related decision processing under stress. Social Cognitive and Affective Neuroscience, 7(4), 476–84. https://doi.org/10.1093/scan/nsr026
Study #2:
Goal to determine if:
What they did:
Results
Men and women appeared to have different strategies for guided visual tasks in general regardless of whether listening to neutral or stressful recordings:
Men:
More likely to light up areas associated with motor processing and action.
Caudate, midbrain, thalamus, and cingulate gyrus and cerebellum
Women:
More likely to light up areas associated with visual processing, verbal expression and emotional experience
Right temporal gyrus, insula and occipital lobe
Women were also more likely to increase their HR regardless of condition (likely from having increased autonomic arousal- though other studies suggest that women have increased HR at baseline compared to men in general)
Under stress men and women had firing in opposite directions:
Men dampened while women increased firing in:
Dorsal Medial pre-frontal cortex, parietal lobes (including inferior parietal lobe and precuneus region) left temporal lobe, occipital area and cerebellum.
Believed functions of these different regions
Dorsal medial frontal cortex – executive functioning of cognitive control, self-awareness of emotional discomfort, strategic reasoning, and regulation
Precuneus- part of the parietal lobe associated with self-referential and self-consciousness
Inferior parietal lobe- cognitive appraisal and consideration of response strategies (also area often associated with mirror imaging)
Left temporal gyrus- processes verbal information
Occipital area- processes visual information
Cerebellum- besides coordinating motor movement also is involved in emotional and cognitive processing
"Taken together, the observed differences in these regions suggest that men and women may differ in the extent to which they engage in verbal processing, visualization, self-referential thinking, and cognitive processing during the experience of stress and anxiety."
They also suggest that under stress men may feel anxious due to "hypoactivity" while women may feel stress due to "hyperactivity" in above noted regions.
Conclusion:
This research is still clearly in its infancy but suggests that under stress some men, may turn down activity in areas of their brains involved in executive functioning and that this might increase their vulnerability to impulsivity. Conversely, under stress some women may actually turn up activity in these regions that could lead to excessive rumination and possibly depression. The authors then extrapolate their data to suggest that men and women might possibly benefit from different stress reduction techniques in that some men might benefit more from cognitive behavioral therapy which enhances frontal lobe firing and some women from mindful meditation which dampens it.
Seo, D., Ahluwalia, A., Potenza, M. N., & Sinha, R. (2017). Gender Differences in Neural Correlates of Stress-Induced Anxiety. Journal of Neuroscience Research, 125, 115–125.
Study #3
This study literally looks at what conditions men and women might seek out increased physical interaction with their dog after an agility competition. The background here is that in 2000 Dr. SE Taylor questioned whether the flight of fight response which has classically been described as a "universal" stress response, was actually applicable to both males and females. She questioned how realistic it was for a female who might be physically smaller and less muscular than her male peer to successfully fight or run away from a potential attacker. She suggested an alternative response of "tend and befriend" which suggests that under stress that women may naturally migrate towards their children as well as others within their intimate circle with the belief that a larger group may offer protection and a pooling of resources. Additional support for this theory is the idea that oxytocin, which has receptors throughout the brain and is usually found in higher amounts in women, may be released during this affiliative behavior and help to dampen the physiological cortisol stress response.
This study was done to see if men and women seek out physical contact with another being (in this case their dog) in similar fashion when they are stressed. They chose to study human contact with a dog versus an interaction with another human to try and mitigate the influence of any "gender expectation" violations. Which in English means that if Rob would normally seek out Carol when he is stressed, he might decide not to do so in public (and in this case being videotaped) because he doesn't want to appear "less masculine". As public affection with one's dog is considered less gender biased, the authors chose this interaction as a marker for affiliative behavior.
What they did: Videotaped and took cortisol saliva levels from 93 men and 91 women after they had run their dog through a competitive agility course. Recording and samples were taken as participants waited for their official score (although subjectively most participants pretty much already knew whether or not their dog had scored high enough to move on.) The researchers measured cortisol levels and how much participants petted their dog while waiting for this score.
Results:
Conclusions: women sought out affiliative behavior when they lost, men sought it out when they won.
Justin and I use this paper as a discussion point as to understanding how two people may get exposed to the same stressor and respond quite differently and importantly how they sort of bounce back from a stressful situation may also differ. This paper suggests that emotional debriefing after stressful experiences may be more helpful to some individuals than others.
For more on the stress response please see Justin's new post on First10EM
Sherman G, Rice L, Shuo Jin E, et al: (2017) Sex differences in cortisol's regulation of affiliative behavior. Hormones and Behavior 92, 20- 28
Show Notes for Podcast Five of Sex & Why
Host: Jeannette Wolfe
Topic: Stress Response
This Podcast focuses on the basics of the acute human stress response. Please see Dr Morgenstern's excellent write up:
Performance Under Pressure Review: https://first10em.com/2017/03/13/performance-under-pressure/
Components of stress response
Things that affect cortisol response
Sensation of psychological stress is not always associated with physiological stress (i.e. cortisol stress response)
Conversely in psychological studies in which subjects get exogenous steroids (i.e take a hydrocortisone pill) although there are often associated behavioral changes from the steroids participants rarely feel anxious.
Somewhat ironic that women report more psychological stress but that men die on average 7 years earlier
Things that reliably trigger physiological stress:
Demands >>> Resources
Learning on stress is U shaped curve
Some suggested sex differences:
In general women have higher baseline HR than men (despite this, women are believed to have a higher parasympathetic baseline tone)
Triggers:
Free Cortisol is the active form and men appear to have higher free cortisol levels
Women may be more sensitive to acth- similar cortisol level with less trigger.
Men more likely to respond to threat of hierarchy, women social exclusion
Stress resiliency:
Time to respond, magnitude of response time until return to baseline
To what, how quickly, how much, how long.
Studies discussed in podcast
Alexander, G. M., Wilcox, T., & Woods, R. (2009). Sex differences in infants' visual interest in toys. Archives of Sexual Behavior, 38(3), 427–33. https://doi.org/10.1007/s10508-008-9430-1
Ali, Amir; Subhi, Yousif; Ringsted, Charlotte; Konge, Lars. Gender differences in the acquisition of surgical skills : a systematic review. /I: Surgical endoscopy, Vol. 29, Nr. 11, 11.2015, s. 3065-3073.
Deane, R., Chummun, H., & Prashad, D. (2002). Differences in urinary stress hormones in male and female nurses at different ages. Journal of Advanced Nursing, 37 , 304–310.
Shane MD, Pettitt BJ, Morgenthal CB, Smith CD (2008) Should surgical novices trade their retractors for joysticks? Videogame experience decreases the time needed to acquire surgical skills. Surg Endosc 22:1294–1297
Theorell Tores, On Basic Physiological Stress Mechanisms in Men and Women: Gender Observations on Catecholamines, Cortisol and Blood Pressure Monitored in Daily Life. Psychosocial Stress and Cardiovascular Disease in Women, DOI 10.1007/978-3-319-09241-6_7 Published 2015 pp 89-105
Turecki, G., & Meaney, M. J. (2016). Effects of the Social Environment and Stress on Glucocorticoid Receptor Gene Methylation: A Systematic Review. Biological Psychiatry, 79(2), 87–96. https://doi.org/10.1016/j.biopsych.2014.11.022
Yael, Sofer, et al. "GENDER D. S. F. C. H. L. I. M. . E. P. (2016). (2015). Original Article GENDER DETERMINES SERUM FREE CORTISOL: HIGHER LEVELS IN MEN EP161370.OR. Endocrine Practice. https://doi.org/10.4158/EP161370.OR
White MT, Welch K (2012) Does gender predict performance of novices undergoing fundamentals of laparoscopic surgery (FLS) training? Am J Surg 203:397–400
Show Notes for Podcast Four of Sex & Why - Part 3
"Body" Pod
Hosts: Jeannette Wolfe and Basmah Safdar
Topic: Sex & Gender Differences in Heart Disease
For full show notes, please visit the seX & whY website.
Show Notes for Podcast Four of Sex & Why - Part 2
"Body" Pod
Hosts: Jeannette Wolfe and Basmah Safdar
Topic: Sex & Gender Differences in Heart Disease
For full show notes, please visit the seX & whY website.
Show Notes for Podcast Four of Sex & Why - Part 1
"Body" Pod
Hosts: Jeannette Wolfe and Basmah Safdar
Topic: Sex & Gender Differences in Heart Disease
For full show notes, please visit the seX & whY website.
Can unconscious cues cause changes in behavior and performance? Can subtle cues can affect behavior and team performance?
Show Notes for Podcast Three of Sex & Why
"Behavior" Pod
Hosts: Jeannette Wolfe and Simon Carley
Topic: Unconscious Bias
Major Question: Can unconscious cues cause changes in behavior and performance?
Riskin Study
Examined the effect of rude statements on team diagnostic and procedural performance.
What they did: Had NICU providers (nurses and doctors) first go through a simulation and then attend a workshop on team "reflexivity" (i.e. team training). The workshop was taught by a neonatologist who said that he was "collaborating" with an American expert who was ostensibly watching via webcam.
At the end of the workshop, the coordinating neonatologist told the teams that the expert wanted to greet them and he then "dialed" up the expert (in reality this triggered a prerecorded message). The groups were randomized to hear either a neutral message in which the expert commented that he had been working with a lot of Israeli hospitals, or a rude message in which the expert commented that he had "observed a number of groups from other hospitals in Israel and compared with the participants he had observed elsewhere, he was not impressed with the quality of medicine in Israel."
Both groups then underwent a standardized written and procedural simulation case involving a neonate with rapidly progressing necrotizing enterocolitis. Ten minutes into the simulation the American "expert" spoke again with the control group hearing another neutral comment and the rude group hearing that although the expert liked some of what he saw during his visit to Israel that he hoped that he would not get sick in Israel and implied that most "wouldn't last a week" in his own department. The teams then continued to complete the case.
The simulations of both the control and rude teams were then evaluated by blinded observers who reviewed written documents and team videos. Participants were rated on diagnostic performance, procedural performance, information sharing and help-seeking.
Results: 33 NICU providers were randomized to control group and 39 to rude statement group forming a total of 24 teams.
Diagnostic and procedural performance along with information sharing and help seeking behavior declined statistically significantly in the rude group.
Table 1
Statistically significant differences in procedure performance
Procedure
Control-neutral phone calls
Mean (1-5 scale)
Intervention- rude phone calls
P value
resuscitation performed well
3.05
2.49
.002
Verified tube placement well
3.56
2.85
.0005
Ventilated well
3.43
3.01
.002
Asked for right lab tests
3.78
3.24
.01
Good general technical skills
3.17
2.61
.002
Overall procedure
3.26
2.77
.0002
Table 2
Statistically significant differences in diagnostic performance
Variable
Control- neutral phone calls
Intervention-rude phone calls
P value
Diagnosed shock
2.88
2.08
.003
Diagnosed NEC
3.08
2.62
.041
Diagnosed deterioration
4.05
3.54
.006
Suspected bowel perf
2.6
1.94
.012
Diagnosed cardiac tamponade
3.18
2.15
.001
Overall Diagnostic
3.18
2.65
.0003
Theory behind findings- At individual level rudeness can impair access to working memory (which is important for analysis, planning, and execution) which can then contribute to suboptimal task execution. At the team level, performance is further decreased because less information is shared (potentially limiting diagnostic considerations) and procedures may become more difficult because individuals stop asking for help.
Ultimately this study suggests that when an attribute (in this case being an Israeli physician/nurse) is challenged, behavior can be impacted. This has huge implications for how physician professionalism can directly affect patient care.
Shih Study:
This study is wonderful in its simplicity, it takes individuals who possess two attributes that are associated with opposing stereotypes (in this case Asian and female) and asks if their behavior (performance on a math test) is able to be manipulated depending upon which attribute is subtly cued.
Shih asked a group of Asian college females to take a math test. Prior to taking the test she randomized the women into three groups. In the first group, participants were subtly primed to identify with their "female" identity by asking them gender demographics and targeted questions about single sex versus coed dorm living. In the next group, women had their ethnic identity triggered by asking about relatives and languages spoken at home. And in the final group women were asked generic questions that avoided implicit triggering of either gender or ethnic attributes. The measured outcome was accuracy= number of test questions right/number attempted
Results: Women who had their Asian identity triggered scored highest on the tests, the neutral group scored in the middle and the female identity primed scored the worst with statistical difference (p
Importantly in this study results showed:
* the women were unaware of both the specific attribute that was being primed or the purpose of the study
* no difference in motivation (i.e. Asian group did not consciously try harder)
*no difference b/w the three groups in believe of how well they did
* no difference b/w the three groups in their overall assessment of math competency
Maass study:
This is one of my favorite studies because it objectively shows that subtle gender cues or "primes" can actually trigger significant differences in performance.
What they did: had chess players matched by ability level play three games of internet chess. Each pair was composed of a man and women who (unknowingly) played all three games of chess against each other. In the control game, each player was given a gender neutral name, in the second and third games players were given a priming statement about international chess being a male dominated game and that the researchers were evaluating potential contributing factors. Players were then told that in the last two games one game would be played against someone of their same sex and the other played against someone of the opposite sex.
Results:
42 pairs of men and women
Control game and primed game in which players believed they were playing against someone of same sex- games essentially split (i.e. no statistical difference in who won.)
Primed game in which women believed they were playing against a man: women lost 75%
So what happened here? Were men positively primed by information that suggested a natural advantage (receiving a "stereotype lift") and then able to play up and crush women? Or conversely, were women underperforming because they were negatively primed (experiencing a "stereotype threat") and because in their minds the game's stakes suddenly got raised as their performance would ultimately be compared to the stereotype? Well, the researchers believed that the differences were not because men changed their playing tactics but because women altered their game style. Instead of playing to win (goal directed), they began to play not to lose (failure avoidance) which is actually believed to be a separate motivational system. Ironically, playing more cautiously actually caused women to lose more games.
Discussion:
What we can learn from these studies: Subtle cues can affect behavior and team performance. Unconscious bias is real and there are ways to mitigate it.
What is unconscious bias?
- A deeply rooted subliminal belief that reinforce the norms of the dominant majority within a society
- May be at odds with conscious beliefs
- Is ubiquitous (affects both men and women)
Priming
A cue that triggers either a conscious or unconscious awareness of a specific attribute and that can subsequently affect behavior positively, negatively or not at all.
Priming variables:
Specific situation
Salience of prime: blatant, subtle or simply "in the air" (ubiquitously present)
Number of different attributes being triggered (gender versus gender and race)
Who is triggering threat (self, in group, outgroup)
If threat is directed specifically toward self or larger group
If threat is believed to be "fixed"- (this comes out of Carol Dweck's Mindset work in which individuals who have a fixed mindset believe that certain abilities are innate and you either have them or don't, versus a "flexible" mindset in which it is believed that abilities can be obtained through deliberate and consistent effort)
*** Somewhat ironic, stereotype threat appears to be most powerful in individuals who have deep associations with the specific triggered attribute and in those who are most motivated to do well.
(Hoyt 2016)
Examples of priming:
Asking demographics before testing
Comment about lack of diversity when you are only individual with specific attribute at meeting
Adverse effects of stereotype threat-
- Loss of confidence
- Disengagement/Avoidance
- Adoption of "reactance" response, purposefully acting directly opposite of the expected stereotype (this may or may not be adaptive depending on situation i.e. blatantly priming can trigger a I-see-what-you-are-doing-and-I'm-not-going-to-let-you-get-away-with-it performance boost, or it can backfire as seen in some studies in which women try to negotiate similarly to men.
Theories as to why there are behavioral changes associated with unconscious bias and stereotype threat:
Ways to decrease stereotype threat
For individuals
For organizations
_________________________
More Specific Gender Examples
Gender examples:
(Murphy 2007) women attending a major STEM conference in which gender imbalance was subtly primed felt isolated and disengaged at meeting
(Cheryan 2009) Stated interest in computer science decreased if women were exposed to a stereotypical male computer science environment (room with Star Trek poster and video games) than if exposed to more gender neutral space.
- Distancing self from identification of attribute (women being unsupportive of other women)
Success story of positive priming
Harvey Mudd College's computer science experience
Maria Klawe, president of Harvey Mudd University wanted to increase gender balance amongst computer science majors so she did three things
To test you own unconscious gender bias go to https://implicit.harvard.edu/implicit/user/agg/blindspot/indexgc.htm
Cheryan, S., Plaut, V. C., Davies, P. G., & Steele, C. M. (2009). Ambient belonging: how stereotypical cues impact gender participation in computer science. Journal of Personalityand Social Psychology, 97(6), 1045–60. http://doi.org/10.1037/a0016239
Hoyt C, Murphy S: Managing to clear the air: Stereotype threat, women, and leadership. The Leadership Quarterly Vol 27, Issue 3 June 2016 pp 387-399
Maass, A., & Ettole, C. D. (2008). Checkmate ? The role of gender stereotypes in the ultimate intellectual sport, 245(April 2007), 231–245. http://doi.org/10.1002/ejsp
Riskin, A., Erez, A., Foulk, T. A., Kugelman, A., Gover, A., & Shoris, I. (2015). The Impact of Rudeness on Medical Team Performance : A Randomized Trial, 136(3).
http://doi.org/10.1542/peds.2015-1385
Shih, Margaret, Pittinsky, Todd L and Ambady, N. (n.d.). Stereotype Susceptibility: Identity Salience and Shifts In Quantitative Performance. Psychological Science January 1999 vol. 10 no. 1 80-83
Harvey Mudd Experience (NY Times April 2, 2012) http://www.nytimes.com/2012/04/03/science/giving-women-the-access-code.html?_r=0
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