THE SHRINKING WOMAN IN COMPUTER SCIENCE PATRICIA LAGO AND LYNDA HARDMAN
May 10, 2015
THE SHRINKING WOMAN IN COMPUTER SCIENCE PATRICIA LAGO AND LYNDA HARDMAN
MY FIRST LECTURE @ AN ENGINEERING FACULTY
Patricia Lago & Lynda Hardman @ 2011
WOMEN IN COMPUTER SCIENCE
“Computer science (CS) education suffers from deep equity issues that hamper the growth of U.S. human capital.” [1] “The low numbers of women in decision making positions throughout the science and technology system is a waste of talent that European economies cannot afford.” [2] Among exact sciences, CS is clearly one of the most alarming cases of under-representations: • In 1996-2006 the presence of women in science and
engineering increased in all fields except CS • B.Sc enrollments decreased from 37% (1985) to 18.6%
(2006) [National Science Foundation, 2009]
Patricia Lago & Lynda Hardman @ 2011
[1] Addressing Core Equity Issues in K-12 Computer Science Education, Anita Borg Institute for Women and Technology, 2010] [2] [Máire Geoghegan-Quinn, EU Commissioner for research, innovation and science]
SOME FIGURES IN ACADEMIA
In the United States (women) • Nearly 50% PhD graduates à 40% in science &
engineering à 28% full-time faculty • 24% full professors à 19% in science &
engineering
In the European Union (women) • Nearly 45% PhD graduates à 33% in science &
engineering à 18% in computing • 18% full professors à11% in science &
engineering
• … and 58% of university degrees (students)
Patricia Lago & Lynda Hardman @ 2011
WOMEN ACADEMICS IN SCIENCE – NETHERLANDS
Patricia Lago & Lynda Hardman @ 2011
[Ambitie in beeld, Dutch Network of Women Professors (LNVH), Nov. 2011: update Monitor Women Professors]
7,6% more girls complete their studies
WHEN WILL WE REACH OUR TARGETS?
Patricia Lago & Lynda Hardman @ 2011
[Source: A.-M. van Gijtenbeek en W. Eefting, Ambitie in beeld, Vrouwelijke hoogleraren in Nederland, LNVH, 2011]
Percentage women full professors (in FTE): between 1999 and 2010 with an extrapolation of the growth until the target of the Ministry of Education, Culture and Science (15%) and of the Lisbon-agreement (25% in 2010)
13.4% in 2010
WOMEN CS PRESENCE IN AMSTERDAM (FACULTY)
Patricia Lago & Lynda Hardman @ 2011
81.9%
86.6%
90.5% 84.8%
100.0%
85.5%
18.1%
13.4%
9.5% 15.2%
0.0%
14.5%
0.0%
20.0%
40.0%
60.0%
80.0%
100.0%
120.0%
PhD candidate Docent Postdoc UD/ Assist Prof UHD/ Assoc Prof
HGL/ Full Prof
% ft
e
Computer Science academics @ UvA
1995 man
1995 women
2000 man
2000 women
2005 man
2005 women
2010 man
2010 women
2011 man
2011 women
WOMEN CS PRESENCE IN AMSTERDAM (FACULTY)
Patricia Lago & Lynda Hardman @ 2011
69.9% 65.9%
81.0%
88.5%
71.4%
100.0%
30.1%
34.1%
19.0% 11.5%
28.6%
0.0%
0.0%
20.0%
40.0%
60.0%
80.0%
100.0%
120.0%
PhD candidate Docent Postdoc UD/ Assist Prof UHD/ Assoc Prof
HGL/ Full Prof
% ft
e
Computer Science academics @ VU
VU 1995 men
VU 1995 women
VU 2000 men
VU 2000 women
VU 2005 men
VU 2005 women
VU 2010 men
VU 2010 women
VU 2011 men
VU 2011 women
WHAT ABOUT STUDENTS IN INFORMATICS?
Percentage women (higher education) in 'science, mathematics and computing’
Patricia Lago & Lynda Hardman @ 2011
[Source: Eurostat (elaboration of VHTO), http://www.vhto.nl/cijfers-trends/internationaal.html]
Country 2007 2008 2009 The Netherlands 16,2 17,4 19
Hungary 28,2 30,8 31,6
European Union 37,5 37,5 37,7
United States 38,6 43 43
Romania 56,8 51,8 52,1
Italy 50,3 50,8 51,4
Sweden 43,2 43,4 43,1
STUDENTS IN NETHERLANDS – BACHELOR (TECH. INFORMATICA)
Patricia Lago & Lynda Hardman @ 2011
Percentage girls ~4%
STUDENTS IN NETHERLANDS – BACHELOR (INFORMATICA)
Patricia Lago & Lynda Hardman @ 2011
Percentages girls fluctuate between 4,5% and 5,7%
OBSERVATIONS – ON CS STUDENTS IN THE NETHERLANDS
@HBO percentages are higher [colleague, NL] • Multi-disciplinary programs explicitly targeting girls • Less math, more society-relevant subjects Reasons (in NL) for girls not choosing beta/technical programs: • Influence of the environment (parents, society lacks role
models) • Negative self-image about own performance in (beta) subjects • Negative image of Informatics (‘risky’ in Dutch society)
… and for Informatics also: • Unclear about possible career/professions (either teacher or
researcher)
Patricia Lago & Lynda Hardman @ 2011
WOMEN CS PRESENCE IN AMSTERDAM (STUDENTS)
Patricia Lago & Lynda Hardman @ 2011
6.2% Increase of girls in the BACHELOR phase
2003 2004 2005 2006 2007 2008 2009 2010 Registered students University of Amsterdam
Bachelor - male 94.8% 93.8% 90.3% 93.4% 92.2% 89.5% 86.6% 88.6% Bachelor - female 5.2% 6.3% 9.7% 6.6% 7.8% 10.5% 13.4% 11.4%
5.2% 6.3% 9.7%
6.6% 7.8% 10.5% 13.4% 11.4%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
Stud
ent r
egis
trat
ions
UVA Students 2003-2010
WOMEN CS PRESENCE IN AMSTERDAM (STUDENTS)
Patricia Lago & Lynda Hardman @ 2011
2002 2003 2004 2005 2006 2007 2008 2009 2010 Registered students VU University Amsterdam
Bachelor - male 86.8% 88.8% 91.5% 83.1% 90.4% 83.2% 87.6% 84.8% 81.2% Bachelor - female 13.2% 11.2% 8.5% 16.9% 9.6% 16.8% 12.4% 15.2% 18.8% Master - male 90.9% 80.0% 74.4% 83.7% 87.7% 89.4% 81.5% 88.7% 79.9% Master - female 9.1% 20.0% 25.6% 16.3% 12.3% 10.6% 18.5% 11.3% 20.1%
13.2% 11.2% 8.5%
16.9% 9.6%
16.8% 12.4% 15.2%
18.8%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
Stud
ent r
egis
trat
ions
VUA Students 2002-2010
5.6% Increase of girls in the BACHELOR phase
WOMEN CS PRESENCE IN AMSTERDAM (STUDENTS)
Patricia Lago & Lynda Hardman @ 2011
11.1% Increase of girls in the MASTER phase
2002 2003 2004 2005 2006 2007 2008 2009 2010 Registered students VU University Amsterdam
Bachelor - male 86.8% 88.8% 91.5% 83.1% 90.4% 83.2% 87.6% 84.8% 81.2% Bachelor - female 13.2% 11.2% 8.5% 16.9% 9.6% 16.8% 12.4% 15.2% 18.8% Master - male 90.9% 80.0% 74.4% 83.7% 87.7% 89.4% 81.5% 88.7% 79.9% Master - female 9.1% 20.0% 25.6% 16.3% 12.3% 10.6% 18.5% 11.3% 20.1%
9.1%
20.0% 25.6%
16.3% 12.3% 10.6%
18.5% 11.3%
20.1%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
Stud
ent r
egis
trat
ions
VUA Students 2002-2010
OBSERVATIONS – ON STUDENTS IN AMSTERDAM
• (Overall) the number of girls increases (but very unstable) • Percentages remain too low (20.1% max in 2010/MSc)
• (VUA Bachelor) Lifestyle Informatics performs slightly better than IMM & Informatics
• (VUA Master) only exception Bioinformatics (1/2 to 1.5/1 in 2011!)
• Increases in international students (+28.6% since 2002) • Mostly Master students • Majority of girls
Patricia Lago & Lynda Hardman @ 2011
2002 2003 2004 2005 2006 2007 2008 2009 2010 International students (VUA) 3.7% 13.9% 14.1% 19.3% 16.5% 20.0% 28.9% 23.6% 32.3%
ON THE POSITIVE SIDE …
Patricia Lago & Lynda Hardman @ 2011
… searching for concrete actions is like opening the Pandora’s box
[Source: Wikipedia, http://www.mitchellteachers.org/WorldHistory/AncientGreece/DiscoveringReferencestoGreekMythology.htm]
THE WISDOM OF THE CROWD
We asked a number of women and men academics what works and what doesn’t … from the United States, Australia, New Zealand, China, Finland, Norway, Sweden, Iceland, Iran, and the Netherlands…
Patricia Lago & Lynda Hardman @ 2011
PAVE THE WAY TO …
Some created circumstances to enable significant gender diversity in research and higher education • Strong networks to attract but mostly support
> At all levels, from students to senior leaders > “Women@SCS ensures women have opportunities for networking,
mentors/mentoring, socializing, outreach, leadership and visibility” [Women@CMU]
> “Networks should proactively engage to develop a culture and environment working well for both men and women” [NICTA]
Patricia Lago & Lynda Hardman @ 2011
PAVE THE WAY TO … (CONT.)
Target new generations (high school girls), show them they can do it, their potential
> “some years ago an intensive program in high schools to attract girls to computer science. This resulted in ~30% more freshman girls” [Norway]
> K-12 program in the U.S.
Patricia Lago & Lynda Hardman @ 2011
… INSPIRE THEM ..
• By speaking their language
Patricia Lago & Lynda Hardman @ 2011
WHEN WE GET THEM, INVEST TO KEEP THEM TOO
Not just attract talents! • “Since the program stopped, the number of girls went
down” [Colleague, Norway]
• “Women overall progress at many of the country's top research universities has been slow, the gains uneven and fragile” [Lawrence H. Summers, President Emeritus of Harvard University]
Patricia Lago & Lynda Hardman @ 2011
CREATE ROLE MODELS …
Patricia Lago & Lynda Hardman @ 2011
• Top Female Scientists @TUDelft
• Fenna Diemer-Lindeboom @VU
• Rosalind Franklin Fellowships @ RuG
• Aspasia @NWO
… AND CREATE A GENDER NEUTRAL ENVIRONMENTS
Patricia Lago & Lynda Hardman @ 2011
“I vastly underestimated the problem. People tend to think that if there’s a problem, it’s with a few old-fashioned people with old-fashioned ideas. That’s not true. Everybody has unconscious gender bias. It shows up in every study.” [Professor at Princeton, from New York Times, “For Women in Sciences, Slow Progress in Academia”, April 15, 2005]
(After having introduced me to a female colleague) “As I am a guy, I will excuse myself from the conversation from here on :-)” [anonymous]
Good examples: • Mentoring programs • Automatic 1-year tenure-clock extension • Guidelines for gender neutral nomination committees [checklist
VU]: remove gender stereotypes, clone-phenomenon
SOCIETY HAS A (SILENT, SUBTLE) INFLUENCE
Patricia Lago & Lynda Hardman @ 2011
China, Hong Kong
Malaysia
One of the largest IT companies in the world
CREATE INNOVATION
Some translated gender diversity into concrete inspiring actions
Patricia Lago & Lynda Hardman @ 2011
GENDERED INNOVATION @ STANFORD
Patricia Lago & Lynda Hardman @ 2011
TIME FOR INCREDIBLE OPPORTUNITIES
• ICT driven by- and shaped around people • “Tackling societal challenges” first in EU research and
innovation agenda, Ø this including: health, demographic change and well-being;
secure, clean and efficient energy; smart, green and integrated transport; resource efficiency and climate action, including raw materials; and inclusive, innovative and secure societies.
• Creative industry, red life sciences and ICT in the top sectors of Amsterdam area
Patricia Lago & Lynda Hardman @ 2011
WASTE OF TALENTS AND THE ‘GIRL EFFECT’ ON DEVELOPMENT
“Investing in women is smart economics. Investing in girls – catching them upstream – is even smarter economic.” [Ngozi Okonjo-Iweala, Managing Director, World Bank, Washington DC]
Patricia Lago & Lynda Hardman @ 2011
FOOD FOR THOUGHTS WWW.NATURE.COM
Patricia Lago & Lynda Hardman @ 2011
[Nature 442, 133-136 (13 July 2006) | doi:10.1038/442133a; Published online 12 July 2006]
THANKS GO TO …
Anjo Bikker, Jan Bosch, Fenny Bosse, Victor Brilleman, Saskia Edixhoven, Jaap Heringa, Elly Lammers, Maryam Razavian, Dirkje Schinkelshoek, Peter Scholts, Babette Sluijter, Damian Tamburri … for providing data and support Doutzen Abma, Lydia Duijvestijn, Carol Frieze, John Grundy, Christine Hofmeister, Peng Liang, Anna Liu, Eila Ovaska, Femke van Raamsdonk, Maarten de Rijke, Mary Shaw, Marjan Sirjani … for giving feedback on women computer scientists nationwide and abroad Hans van Vliet and Jan Bergstra … for inviting us!
Patricia Lago & Lynda Hardman @ 2011