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Change, Flip, and Listen. David Asai asaid@hhmi.org. Terminal Island. Fish Harbor, Terminal Island. http://blogs.dailybreeze.com/history/files/import/46084-japanesefishermen.jpg. Sadaichi Asai (b. 1914). Race matters. Diversity produces excellence. Scott Page, “The Difference,” 2007
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Change, Flip, and Listen David Asai asaid@hhmi.org
Fish Harbor, Terminal Island http://blogs.dailybreeze.com/history/files/import/46084-japanesefishermen.jpg
Sadaichi Asai (b. 1914)
Diversity produces excellence Scott Page, “The Difference,” 2007 Princeton University Press 1. …is a property of a group, and so can benefit a field that depends on groups. 2. …adds different perspectives, interpretations, tools. 3. …trumps ability when the problem is difficult and when there is a large number of problem-solvers.
Opportunity: increasingly diverse talent pool • “Majority Minority”: • All U.S. by 2042 • 18 yrs and younger by 2018 Persons, in millions 2010 2050
Challenge: we fail to take advantage of the diverse talent pool Scientific workforce U.S. talent pool 9.1% URM 28.5% URM NSF data for 2006, from Expanding Underrepresented Minority Participation, National Academies, 2011.
Undergraduate years are critical Fraction who are Underrepresented Minorities (%) US population undergrads science science baccalaureates PhDs NSF WEBCASPAR (2000-05)
URMs leave STEM 2X rate of whites and Asians Complete Persist Switch Drop out G. Huang et al., 2000, Entry and persistence of women and minorities in college science and engineering education, US. Dept. Education, National Center for Education Statistics
Three suggestions easy 1. Change the metaphor 2. Flip the formula 3. Listen to difference hard
Metaphors can be powerful “Light at the end of the tunnel” “Domino theory” “Red zone” “Fiscal cliff”
“Pipeline” http://www.sadeem.ae/Pipeline_at_Kuparuk.jpg
STEM Pipeline is Leaking Badly* David Marcy, Cal Lutheran
High School University, B.S. Graduate school, Ph.D. Post-doc (x2) Professor (x2) Administrator, HHMI
Many students today…. High school Community college Work Baccalaureate Military Next???
Watershed http://upload.wikimedia.org/wikipedia/commons/8/84/SAR_Map.jpg
Watershed • Tributaries from many different sources, different environments, different pathways, different velocities. • Boundaries between inputs are not always exact and can change with conditions. • Outcomes are many and diverse.
STEM watershed • Tributaries: • family-centric • transfer students • traditional • Outcomes: • one touch • allied professions • specialists
STEM business model: 1. High interest – 40% of all entering freshmen 2. “Gateway” courses • “weed out” 60% all, • “weed out” 80% URMs 3. Research • expensive, • emphasizes selection 4. Focus on small number of outcomes – medicine or PhD
Flip the formula: • Active learning is superior to “teach by telling” • Scott Freeman et al., 2014. Proc. Natl. Acad. Sci. • Course-based research experiences (CREs) • scale • early • emphasize development of potential instead of selection of past accomplishments
HHMI SEA PHAGES course Mycobacterium smegmatis GenBank
Accomplishments: • > 2,000 students at 73 schools (2013-14) • students make scientific discoveries: • > 48,000 genes (865 novel genes), 9 new clusters • 82% of mycobacteriophageGenBank sequences contributed by SEA-PHAGES students • 17 publications (10 with undergrad co-authors) • students do better in class • students stay in science Jordan et al., 2014. mBio5: e01051-13
www.hhmi.org/sea Goal: 5,000 students per year
Costs Apprentice-based summer research: $5,500 - $10,000 per student (excludes faculty salaries) SEA-PHAGES: approx. $200 - $250 per student for supplies, EM, sequencing (excludes salaries of faculty, TAs) Intro lab courses at 17 “very high” research universities: $56 per student (excludes salaries of faculty, TAs). Range: $10 - $337 per student.
$56. Flip the formula. Introductory courses = opportunity to make a difference
3. Listen to difference(difficult) Practice, practice, practice
What’s important in mentoring? Race Gender Talk about difference Byars-Winston, Benbow, Leverett, Pfund, Branchaw, Owen, 2013.
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Our course is a rigorous attempt to link molecular structure with biological function. All exams are answered with short essays or calculations (no calculators permitted!). The emphasis is on precise problem solving. For many, BIOL 231 proves to be the “weed-out” course. Biology 231 is the third course in our four-semester core curriculum for Biology majors. In addition, many pre-professional students from other majors, like XXXX, also take BIOL 231. Our course is a rigorous attempt to link molecular structure with biological function. We first focus on the macromolecules of the cell, including proteins, membranes, nucleic acids, and carbohydrates; in each case the message is that structure leads to function. We then discuss in quantitative detail the energetics of cell biology, including membrane potentials, the use of ATP in coupled reactions, the metabolism of glucose and oxidative phosphorylation to produce ATP, and photosynthesis. Then we put some of these pieces together, discussing in detail selected aspects of cell biology, including signal transduction, cotranslational insertion of membrane/secreted proteins, intracellular trafficking of membrane bounded organelles, and cell motility. All exams are answered with short essays or calculations (no calculators permitted!). The emphasis is on precise problem solving. For many, BIOL 231 proves to be the “weed-out” course.
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Identity defined by group http://thesocietypages.org/socimages/files/blogger2wp/Gender-SexismMath.png
“I’m not prejudiced” What’s in a name?
1. Unintended bias in the workplace…. • Emily…Anne…Jill…Allison…Laurie…Sarah… Meredith…Carrie…Kristen…Todd…Neil… Geoffrey…Brett…Brendan…Greg…Matthew… Jay…Brad • Aisha…Keisha…Tamika…Lakisha…Tanisha… Latoya…Kenya…Latonya…Ebony…Rasheed… Tremayne…Kareem…Darnell…Tyrone…Hakim…Jamal…Leroy…Jermaine M Bertrand and S. Mullainathan, 2004. Poverty Action Lab 3: 1-27.
2. What about faculty? • 6,500 faculty, 89 disciplines, 259 universities • Email request to meet to discuss grad school: • Brad Anderson, Meredith Roberts • Lamar Washington, Keisha Thomas • Carlos Lopez, Gabriella Rodriguez • Raj Singh, Sonali Desai • Chang Huang, Mei Chen • Whether faculty member agreed to meet “student” K.L Milkman, M. Akinoa, D. Chugh, 2014.
Faculty are biased too… • Faculty ignored requests from women and minorities at a higher rate than requests from white males • Response rate decreased with: • Higher-paying disciplines • Private elite universities • Response rate the same regardless of race and gender of faculty respondent Milkman et al., 2014
3. What about scientists? • Application for lab manager position • Fictitious male or female applicant • Evaluations by lab PIs: • Competence • Hireability • Worthy of mentoring • Starting salary Moss-Racusin et al., 2012. Proc. Natl. Acad. Sci. USA 109: 16474-16479.
Scientists are biased too… Moss-Racusin et al., 2012. Proc. Natl. Acad. Sci. USA 109: 16474-16479
“mismatch hypothesis” “…as a result of the mismatching, many blacks and Hispanics who likely would have excelled at less elite schools are placed in a position where underperformance is all but inevitable because they are less academically prepared than the white and Asian students with whom they must compete.” Justice Clarence Thomas, 2013 concurring opinion, Fisher v. U Texas
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