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Showing posts with label STEM. Show all posts
Showing posts with label STEM. Show all posts

Thursday, August 9, 2018

Rewiring STEM education 08-09






The idea that science skills are innate and great discoveries are made only by “lone geniuses” is losing traction in STEM. 

Before Lauren Aguilar began her freshman year of college, she had dreams of becoming a neuroscientist. She remembers sitting in a lecture hall for her very first course, Chemistry 101. The professor had required the students to read the first chapter of the textbook before arriving. As someone with a passion for STEM who had excelled in high school, Aguilar had been confident the course was going to go well.

But then she, a Latina woman, looked around the room. She didn’t see many people who looked like her, either women or men or women of color. “The seed of doubt was planted right then,” she says. “If there aren’t people like me here, then maybe this field isn’t for people like me.”

The professor began the class with a demand: Anyone who didn’t understand everything in the first chapter perfectly should immediately drop the class.

“I said, well, I didn’t understand everything perfectly, so this isn’t for me,” she says. “And right then and there I dropped that course and dropped that major. That one experience absolutely changed the course of my career.” 
This out-of-place feeling is not uncommon in STEM and contributes to the lack of diversity in STEM fields. The NSF’s 2018 STEM Inclusion Study showed that women and racial and ethnic minorities, as well as those who identify as LGBTQ and those with disability status, report more feelings of marginalization and experiences of exclusion in STEM fields compared to white men. 
The experience didn’t derail Aguilar’s dreams of a career in STEM. Instead, it propelled her into another field: social psychology. She wanted to try to understand what leads some people to feel like they belong in certain fields where others don’t, and how that leads to things like career engagement, learning outcomes, teamwork and innovation. Aguilar is now a diversity and inclusion consultant, helping organizations, many of them STEM related, create cultures of inclusion and belonging.

Breaking the mindset

According to Micha Kilburn, director of Outreach and Education at the National Science Foundation’s Joint Institute for Nuclear Astrophysics Center for the Evolution of the Elements, people have been studying STEM education for as long as we’ve been doing science. But it wasn’t until recent decades that these studies became more formal. Since then, the field of STEM education studies has been on the rise, with studies done both in academia and in industry, many dealing with diversity, inclusion and intervention. 
As part of her postdoctoral research at Stanford University, Aguilar collaborated with her advisor, Greg Walton, an associate professor in the department of psychology, and Nobel Laureate Carl Wieman, a professor in the department of physics and in the Graduate School of Education, to bring insights about STEM education to the field of physics and give educators tools to increase diversity in the field. In 2014, they published a paper called “Psychological insights for improved physics teaching” in Physics Today.
One important insight drawn in the paper, Aguilar says, is the idea of a “growth mindset,” which originated with Stanford psychology professor Carol Dweck in her book Mindset
“Growth mindset is a set of beliefs that talent, intelligence and skill can be grown and exercised like a muscle, rather than being fixed or innate, like eye color,” she says. “If you have a fixed mindset, the most important goal is to prove your intelligence at all costs. When you run up against dead ends or are struggling and putting a lot of effort into something, it threatens your view of your intelligence and makes you fear that other people might find you out. 
“For people who have a growth mindset, effort is an exciting opportunity to learn and grow. It means you’re building that talent.”
In her research, Dweck found that these two mindsets lead to different learning processes and outcomes, causing people to engage in learning in very different ways. 
“Dweck has shown how different types of praise can produce different mindsets in children,” Wieman says. “A strong fixed mindset in a learner, teacher or parent is very much a self-fulfilling prophecy if nothing is done to intervene. The belief that you cannot succeed, and prominent authority figures telling you that you cannot succeed, is very effective at ensuring most people will not be successful at a challenging task. Even relatively small interventions can shift students of all ages from a fixed to a more growth mindset, and their performance improves accordingly.”


Genius culture
According to Aguilar, studies have shown that fixed mindsets are much more prevalent in STEM fields than in liberal arts.
“Something that’s problematic for STEM is this idea of a lone genius scientist,” she says. “It’s a stereotype about how work gets done that really leads people who don’t fit that stereotype to feel like they don’t belong.”
In more mathematical sciences such as physics, Wieman says, the idea that the skills required to succeed are innate is particularly persistent. 
“These beliefs are most strongly linked to math in our society,” Wieman says. “At some point it became fashionable to be ‘stupid’ in math and science. Rather than saying you or your child isn’t working hard enough and that’s why they’re doing poorly in math, you can say ‘he just doesn’t have a brain that is good for math.’”
Allison Olshefke, a recent physics graduate from the University of Notre Dame, believes that the idea that physics skills are innate has a lot to do with the history of the field. 
“I think there’s just this historical idea that the people who have made it really big in physics and have lasted through the ages were just inherently brilliant,” Olshefke says. “So that became what was valued as what was needed to make those kinds of contributions. 
“And that just reinforces itself. The people who show promise earlier on in physics without having to work as hard for whatever reason are going to be encouraged more from the beginning, and that encouragement is going to keep them going. And then we learn from that experience to encourage those same types of people in the next generation.”
But despite the pervasiveness of the idea that STEM skills are innate, discoveries in science are more often than not a product of hard work and collaboration, as evidenced by the recent discoveries of gravitational waves and the Higgs boson by experiments made up of thousands of scientists each. And, Olshefke adds, it’s not as if people are born with the ability to do calculus.
“The idea that math is language you need to learn to speak goes along with the growth mindset,” Olshefke says. “If you’re learning a new language, it’s going to look and sound completely unintelligible to you when you begin, but then as you work and practice, it’s going to get easier to understand.”
In an article called ‘The cult of genius,’ Julianne Dalcanton of the University of Washington says that in physics, there’s no more damning phrase than saying someone is a “hard worker.” In general, Kilburn says, our society is much more likely to view white and Asian men as brilliant, and women and other underrepresented minorities as hardworking.
“This idea that you have to be born a genius or born with talent hits the fields that are more mathematically inclined, in particular physics,” Kilburn says. “Physics, in particular particle theory, is at the far edge of the mindset that innate brilliance is the most important quality required to succeed. There have been published studies that show the more the field values brilliance or innate talent over dedication, the fewer women and underrepresented minorities that they have.”

Hidden biases and combatting stereotypes

Olshefke, who will soon begin a graduate program at Notre Dame to become a high school math teacher, spent a lot of her undergraduate career doing physics education research. Olshefke met Kilburn at a luncheon and found that the questions she was asking about gender diversity in physics and STEM resonated with her own experiences as a woman pursuing physics.
Olshefke became involved with a study Kilburn was doing in which they evaluated letters of recommendation written by high school teachers. They had seen in previous research that in academic letters of recommendation, there are language differences based on the gender of the applicant. 
“We wanted to find out if these implicit biases extended into high school letters of recommendation as well, since these letters of recommendation are written at a crucial time when students are applying to colleges and programs,” Olshefke says. “We wanted to make sure that everybody is getting recommended in a way that’s going to create an equal playing field for admittance into programs for STEM.”
They looked at letters of recommendation high school teachers had written for Notre Dame’s high school programs from 2013 to 2017. They looked through more than 1700 applications, pulling out words from categories that had been pointed out in previous research to try to identify differences between letters written for men and women. 
“We ended up really only focusing on two of the categories: grindstone words and ability words,” Olshefke says. “Grindstone words describe students as working hard, putting in a lot of effort, while ability words describe natural talent and innate skill. This idea that women are described as working hard more often and men were more likely to be described as innately talented was reflected in the letters that we read. 
“Yet when we looked at the quantitative portion of the recommendation where teachers rated students in different categories, women and men were rated identically throughout all of those. So we saw this disconnect between how teachers are quantitatively rating their students and how they're qualitatively describing their students.”
A fixed mindset can keep programs from admitting a diverse pool of candidates, and it can also drive candidates away, Aguilar says. When a STEM field or a particular STEM department, research center or firm espouses a fixed mindset, research shows that women and underrepresented minorities feel less trust in that organization. 
“They’re worried about not belonging,” she says. “They’re worried that they're going to be seen through the lens of a stereotype. Stereotypes are really just fixed perceptions of people.”
This sentiment resonates strongly with Olshefke, who was one of only three women physics majors in her year.
“As a woman in STEM,” she says, “you’d be less likely to raise your hand and ask a question during lecture because you didn’t want to reflect badly on women in physics. You’d be more afraid to go to office hours. You’d be worried people would think, ‘Oh, women don't understand things as quickly as men.’ Even though nobody is blatantly excluding you from doing anything, there’s still a little bit more fear because you’re different from everyone else.”
Olshefke remembers a time in high school when she was passed up for an “outstanding physics student” award because her teacher felt she didn’t ask enough questions in class. 
“I was the only girl in my class, so I wasn’t comfortable asking questions,” she says. “There was just a lack of understanding of what I was feeling in the class. I think it speaks to the same kind of lack of knowledge about how women and men are experiencing different worlds as they go through physics.”


Changing the face of STEM

One way to confront the issue of inequalities in STEM is by having conversations about the experiences of women and underrepresented minorities in physics. 
“There needs to be a discussion of experiences and what the issues actually are,” Olshefke says. “Having an open classroom and a supportive teacher who’s willing to talk about the issues that their students are going through will make a huge difference. It matches up really well with the growth mindset.”
When organizations have this growth mindset, Aguilar says, individuals from underrepresented backgrounds feel like they are going to be seen as individuals, not stereotypes, and respected and valued for their own contributions. They feel like they’ll have a chance to learn and grow.
“Decades of research has shown us that a growth mindset leads us to be more effective learners, teachers and managers, as well as creates a culture of inclusion and diversity in our STEM education centers,” she says. “Our brains develop and grow new neuronal connections every day. So if we believe in neuroplasticity, we need to believe in the growth mindset.”
Aguilar adds that the research has shown that diversity leads to better decision-making and more innovation. She cites a research study done with juries that compared one jury of all white jurors to another of mixed races. The juries had been asked to listen to a case and make a decision at the end. The researchers found that the more racially diverse juries actually considered more of the facts of the case in their deliberation and reached a more accurate or fair decision. 
“The reason was that each person felt like they couldn’t assume the perspective of everyone in the room,” she says. “They had to really think about each piece of information from all different angles and not make assumptions about what people would think or believe. It not only brings more ideas to the table, but it helps us challenge our own assumptions, be better thinkers and argue our points more clearly. It’s not just a nice-to-have, diversity is a must have to ensure that we make the best decisions and create the most innovative science.”


Learning to appreciate physics

In physics in particular, Kilburn says, having more diversity and inclusion could lead to new frames of thought and revolutions in our understanding of the universe.
“We think of physics as a very objective science, but for something to be truly objective, you have to ask all the questions and look at it from all perspectives,” she says. “If you’re training everybody through the same system and choosing the same types of people, then you’re going to ask the same types of questions. You might miss out on some of those left-field questions that lead to huge breakthroughs. If we want to be a really objective science, we have to ask questions from all angles, which requires people from all different backgrounds.”
Kilburn adds that creating a more inclusive culture in STEM will not just increase diversity in the fields but will also enable others to have an appreciation for it as well. 
“As soon as you tell somebody that you’re a physicist,” she says, “some of the most common responses are ‘I hated that class,’ or ‘I could never do that, you’re so smart.’ All students enter and leave the field with different proficiencies, but they all are capable of learning and appreciating the subject more. 
“The arts do this: Just because you couldn’t play the flute doesn’t mean you stopped listening to and appreciating music. I think that we don’t focus on physics appreciation as much as we could to combat that socially awkward loner genius stereotype.”
According to Wieman, everyone, regardless of their career, will be able to make better decisions if they have some understanding of STEM and how to use it. 
“Our way of life is so based on technology that one is regularly confronted by issues at work and home where STEM can help a person make better decisions,” he says. 
“More importantly, mankind is faced with critical decisions about things like energy sources and use of resources that will impact our world and species far into the future. These issues are fundamentally technical at their heart, so a person cannot make wise decisions on these issues without a grasp of STEM.  If we want to preserve democracy and our world, we must have all students learn STEM better, which research shows is quite possible if we improve the way we teach.”

Thursday, July 2, 2015

D-STEM: Applying design thinking to STEM in academia and industry 07-02

D-STEM: Applying design thinking to STEM in academia and industry





At Inspirefest 2015, the topic of STEM (science, technology, engineering, arts and maths) kept cropping up as technologists, scientists and designers converged on the stage of the Bord Gáis Energy Theatre, Dublin.

This discussion was furthered during a panel on design thinking and its application in both academia and industry, led by Ciarán ÓGaora, founder and director of Zero-G, in association with Irish Design 2015.

In this discussion, IADT director Dr Annie Doona explained how students at the institute are introduced to new perspectives on design and technology, and how a fruitful partnership with IBM has brought separate disciplines together.

Prof Susan Schreibman, national co-ordinator of DARIAH Ireland, is based at Maynooth University and has overseen practical projects working at the intersection of technology and humanities, such as the digitisation of Ireland’s 1901 and 1911 censuses.

Prof Schreibman noted how interdisciplinary work such as has a lot to do with translation, and applying different modes of thinking. ‘Designers as translators’ was a concept introduced by Swrve director Kathryn Parkes, who sees user-centred approaches catching on in business through methodologies like lean start-up.

View at the original source

Sunday, March 15, 2015

Gender Differences in Science, Technology, Engineering, and Mathematics (STEM) Interest, Credits Earned 03-15

Gender Differences in Science, Technology, Engineering, and Mathematics (STEM) Interest, Credits Earned, and NAEP Performance in the 12th Grade



As technical and scientific innovation continue to drive the global economy, educators, policymakers, and scientists seek to promote students’ interest and achievement in the STEM fields to maintain the nation’s competitive positions. Many researchers have studied differences in male and female students’ attitudes toward and performance in STEM courses and assessments. While some research shows that gaps in male and female performance on STEM-related assessments have narrowed or even closed, other research continues to report gender differences in student affective dispositions (i.e., interest) toward mathematics and science, as well as differences in student performance in mathematics and science, especially in math-intensive science fields.

This Statistics in Brief describes high school graduates’ attitudes toward STEM courses (specifically, mathematics and science), credits earned in STEM fields, and performance on the National Assessment of Educational Progress (NAEP) mathematics and science assessments in 2009.

Key Findings

  • In 2009, compared to males, lower percentages of female high school graduates reported that they liked mathematics or science and that mathematics or science was one of their favorite subjects.
  • Compared to males, higher percentages of female 2009 high school graduates took algebra II, precalculus, advanced biology, chemistry, and health science/technology courses.
  • Generally, among 2009 high school graduates who had earned credits in specific mathematics and science courses, males had higher average NAEP mathematics and NAEP science scale scores than females.

Friday, December 12, 2014

Making science a desirable career 12-12


Making science a desirable career




  1. Postdocs Jessica K. Polka and Kristin A. Krukenberg are organizers of the Future of Research Symposium held in Boston in early October and corresponding authors for the resulting report. For more on life and careers, visit www.sciencecareers.org.
Most scientists (ourselves included) headed off to graduate school eager to discover new things, test crazy ideas, and hopefully change the world, or at least explain a piece of it. Sadly, these days such aspirations are overshadowed by fierce competition for papers, grants, and the tenured positions trainees need to build independent careers in academic research. Even those who have attained one of those rare, coveted professorships are under intense strain: A preoccupation with funding and other career-related metrics crowds out real discovery among aspiring and established scientists alike. The result: Science has become a less desirable career. We can fix the problem, but only if we're willing to make fundamental changes to how academic science is structured and funded.
For decades, trainees—graduate students and postdocs—have performed most of the day-to-day work of academic science. Motivated by the promise of satisfying careers, they are willing to work long and hard for minimal pay. For science, that works out well in the short term but not the long: The distinction between trainee and employee blurs. When more is invested in science—a good thing—the ranks of graduate students and postdocs swell to meet the demand for temporary labor. Permanent positions don't keep pace, eroding the economic and intellectual value of scientific training. Trainees take ever longer—into their mid-30s and beyond—to accrue credentials sufficient to stand out and get hired for serious, long-term faculty jobs. With each passing year, scientists young and old spend more time worrying about their careers and less time making discoveries. As long as academic science is structured the way it is, we don't really have a choice.
Some argue that intense competition strengthens science by allowing only the fittest to survive. But the incentives that arise from such competition run counter to creativity, openness, and innovation. We may even be selecting for undesirable traits, such as recklessness and a focus on self-marketing over scientific substance. The weight put on publishing papers in high-impact journals may encourage scientists to exaggerate their findings, or worse. In short, it is evident that hypercompetition is inconsistent with “affording the prepared mind complete freedom for the exercise of initiative,” which Vannevar Bush, who devised our system of academic research funding in the 1940s, considered to be of “supreme importance.”
So why do students even start down the road to science careers? We believe it's a combination of ignorance of the realities, overconfidence, and a punch-drunk passion for science. At some point during training, however, that enthusiasm starts to wear off. Every trainee has encountered exceptionally talented students who would have made major contributions but decided to leave science—its uncertain prospects, risk-averse funding, and incentives for distortion and dishonesty—in favor of more practical and lucrative careers.
To draw the best young minds to research and then keep them here, we need to change how we train scientists and how academic science gets done. More of the work should be done by staff scientists in stable positions and less of it by (fewer) trainees. We should move the career bottleneck from faculty to the postdoc or even to graduate school admissions. Training grants and fellowships should replace grant support for most trainees so that more can be invested in research grants without increasing the number of trainees and further glutting Ph.D.-level science labor markets. Such measures would have useful side effects: encouraging better training and intellectual independence. More important, they would improve young scientists' career prospects.
It is time to address the career instability that turns some of the best talent away from science. The effort and investment needed to make research careers more attractive will be handsomely repaid in the form of future discoveries.