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Building the CS Pipeline
Carol Fletcher, Ph.D.
October 2016
40%
All other
math and
sciences
STEM Jobs
2%
Computer
science
98%
All other
math &
sciences
Students
60%
Computer
science
Percentage of
graduates who earned
credit in high school
computer science
classes between
1990 and 2009.
It was the only STEM subject
to experience a drop.
6%
By 2020
there will be
1,000,000 more
computing jobs
than graduates
to fill them.
2%of Texas high
school graduates
have taken a
Computer Science
class.
Texas Education Agency, 2014
Texas HS
Graduates
0
5,000
10,000
15,000
20,000
25,000
30,000
35,000
40,000
45,000
50,000
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
Fewer computer science graduates than
10 years ago (and half as many women):
Source:: Code.org - National Science Foundation, National Center for Education Statistics
FEMALE
MALE
In 2014,
Texas had
only 2,103
computer
science
graduates.
Code.org
In 2014,
only 16% of
the computer
science
graduates in
Texas were
female
Code.org
In 2015, only 5,172 HS students in Texas
took the AP Computer Science Exam.
https://research.collegeboard.org/programs/ap/data/archived/ap-2015
5,172
12,316
17,735
22,982
0
5,000
10,000
15,000
20,000
25,000
AP Computer
Science
Chemistry Biology Calculus AB
AP Exams Taken by HS Students
In 2015, only 24% of the HS students in Texas
who took the AP Computer Science Exam
were female.
https://research.collegeboard.org/programs/ap/data/archived/ap-2015
24%
46% 49%
59%
0%
10%
20%
30%
40%
50%
60%
70%
AP Computer
Science
Calculus AB Chemistry Biology
AP Exams Taken by Females
In 2015, of the 5,172
HS students in Texas
who took the AP CS
Exam
https://research.collegeboard.org/programs/ap/data/archived/ap-2015
Texas Education Agency Pocket Edition 2014-2015
19%
3%
78%
HS Students Who Took
AP CS Exam
Even though the total
student population was:
Other
Hispanic
Black
52%
13%
35%
Total HS Student
Population
Hispanic
Black
Other
Source: Brookings Image credit: Code.org
The value of a computer science education
In 2014-2015
only 17%
of the Texas
schools with AP programs
offered computer science.
https://code.org/advocacy/state-facts/TX.pdf
In 2014-2015, 400 of the 1,459
high schools in Texas offered
Computer Science.
Texas Education Agency, 2016
This represents
27% of the
campuses.
TX HS Offering CS
Campuses
Tech’s diversity problem is also in CS
High School
Computer Science
University
Computer Science
Software
workforce
Women who try AP Computer Science in high school are
ten times more likely to major in it in college, and Black
and Hispanic students are seven times more likely.
Sources: College Board, National Center for Education Statistics, Bureau of Labor Statistics Image credit: code.org
Only 7% of
students
reported seeing
Hispanics or
Blacks engaging
in computer
science in movies
or TV shows.
Gallup, 2015
58% of students
reported seeing
whites
performing
computer
science
activities.
High school females
who saw
“students like me” engaged in
computer science classes are more
likely to be interested in pursuing
computer science training.
Google, 2014
surveyed by Gallup agree that
“People who do
computer science need to
be very smart.”
Gallup, 2015
49% of
students
57% of
parents
&
think boys are more
interested than girls in
computer science
Gallup, 2015
72% of
female
students
think boys are more likely
than girls to be successful in
learning computer science
Gallup, 2015
45% of
female
students
Gallup, 2015
A slim majority of students (53%)
say they have learned some type of
computer science, such as using
programming to create software,
apps, games, websites or electronics.
About 75% of these students
say they learned through a
class at school.
Gallup, 2015
Students who are Hispanic,
female or from lower-income
households
are less likely than their
counterparts to have learned
any computer science.
Just 7% of principals and
6% of superintendents said
the “demand is high” among
parents for computer science
education.
Education Week, 2015
Yet, 67% of parents said they
thought students should be
required to learn computer
science in school.
Education Week, 2015
Why a deficiency in CS in Texas?
• Lack of CS Certified teachers
• Low student/parent demand (perceived or
real?)
• No incentive for schools to invest in CS
Pathway
• No system connecting HS courses to careers in
industry
$36,352
Average starting
salary in 2013 for
Texas teachers.
$64,000
Average starting
salary for
college
graduates with
computer
science degrees
(2013).
Adames, 2013 Texas Association of School Boards, 2013
August, Kihn, & Miller, 2010
$67,000
Average maximum U.S. teacher
salary
Remember, the average
starting salary for Computer
Science graduates is $64,000
Gallup, 2015
Black students
are less likely
than White and Hispanic
students to have access to
clubs or groups that teach
computer science.
Gallup, 2015
only 39% agree
that their school
board believes
CS education is
important to
offer in schools.
56% of
teachers think
most students
should be
required to
take a CS
course
But…
Google, 2014
High School Student’s Impression of
What Computer Science Majors Learn
In 2014-15,
only 14
Texas teachers completed
a traditional or alternative
pre-service CS certification
program.
State Board of Educator Certification, 2015
Cs4tx.org
in computer science, computational
thinking, coding, and programming.
Provided 24,010 contact
hours of training to
1,352 Texas educators
representing 697
schools
339 public, private,
and charter school
districts
&
Accomplishment
Accomplishment
to complete CS
certification in
Texas
Supported 104
in-service
teachers
as compared to 14 pre-service
teachers who obtained a CS
certification during the same time
frame in 2014-15.
Upcoming Event
November 3-4, 2016
Austin, TX
Transportation
and housing
reimbursed
WeTeach_CS
Certification
Preparation
Face-to-Face
Details and registration: weteachcs.org
Accomplishment
Developed and
deployed a free, six-
week, online course
to support Texas
educators seeking
Grades 8-12
Computer Science
certification.
Course was developed with funding from:
Piloted course in
summer of 2016 with
the goal of enrolling
200 teachers.
Full enrollment was
744, with 255
educators completing
all course
assignments with at
least 80% mastery.
Accomplishment
Secured
funding from
Supporting stipend
for Texas educators who
become certified to teach
CS.
Launched Certification
Incentive Program (CIP)
Accomplishment
with representatives from
Organized first
CS Principles
Mini-Conference
---------------------------------------------------------------------------------------------------------------
February 24-25, 2016
http://www.thetrc.org/cs-principles-mini-conferencewhich provided
training to
45 Texas
educators.
Sponsored by
Upcoming Event
Sponsored by
CS Principles
Mini-Conference
---------------------------------------------------------------------------------------------------------------
February 20-21, 2017
Accomplishment
and connecting Texas
educators with state and
national leaders /
resources to teach CS and
computational thinking.
http://www.thetrc.org/weteach_cs-summit-2016
Organized inaugural
WeTeach_CS Summit
---------------------------------------------------------------------------------------------
June 7-9, 2016
providing professional
development to over 200
educators, K-12, focused
on building the CS
Education Community,
Upcoming Event
connecting Texas
educators with state and
national leaders /
resources to teach CS and
computational thinking.
WeTeach_CS Summit
---------------------------------------------------------------------------------------------
June 5-7, 2017
professional
development for K-12
educators, focused on
building the CS Education
Community,
Accomplishment
NSF’s Expanding
Computing Education
Pathways (ECEP)
Alliance
Organized
statewide meet-up
for CS Education
advocates
http://www.thetrc.org/statewide-cs-effort
in conjunction with
Texas Alliance for
Computer Science
Education (TACSE),
which is now CS4TX
Partnered with
Trained 78
Texas
educators in
through free
online project
called
in
partnership
with
Accomplishment
Free training for
educators in
Spring 2017
Application opens in
November
in
partnership
with
Upcoming Event
Trained 42 Texas
educators in
Video Game Programming
with Algebra
Accomplishment
in partnership with
Awarded first two
CS Change Maker awards to
Texas high school CS teachers
Awarded first two
CS Mini-grants to elementary
and middle schools teachers
Accomplishment
Launched
in partnership with
http://cs4tx.org
Accomplishment
Coordinated the
first CS professional
development strand for
the CAMT conference
----------------------------------------------------------------------------------------------------------
Summer 2016
reaching approximately
200 Texas math educators
Accomplishment
Texas is considered a national leader
in K-12 Computer Science Education.
• Texas counts AP Computer Science as a math credit for
graduation.
• Texas requires high school CS teachers to be certified in
computer science.
• Texas requires teachers to pass a CS content exam to
be CS certified.
• Texas requires every high school to offer Computer
Science.
• Texas has state standards for computer science
courses.
• Texas is a leader in the number of Black, Hispanic, and
female AP CS enrollees.
NCWIT.org
NCWIT.org
NCWIT.org
NCWIT.org
NCWIT.org
Percentage of Computing Occupations
Held by Women
NCWIT.org
Female percentage of select STEM undergraduate
degree recipients
NCWIT.org
Percentage of computing occupations held by women
has been declining since 1991
NCWIT.org
Change the Equation, 2015
Change the Equation, 2015
Change the Equation, 2013
Change the Equation, 2013
Change the Equation, 2013
Change the Equation, 2013
csedweek.org
Computer Science
Education Week
December 5-11, 2016

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Building the CS Pipeline - CS4TX

  • 1. Building the CS Pipeline Carol Fletcher, Ph.D. October 2016
  • 2. 40% All other math and sciences STEM Jobs 2% Computer science 98% All other math & sciences Students 60% Computer science
  • 3. Percentage of graduates who earned credit in high school computer science classes between 1990 and 2009. It was the only STEM subject to experience a drop. 6%
  • 4. By 2020 there will be 1,000,000 more computing jobs than graduates to fill them.
  • 5. 2%of Texas high school graduates have taken a Computer Science class. Texas Education Agency, 2014 Texas HS Graduates
  • 6. 0 5,000 10,000 15,000 20,000 25,000 30,000 35,000 40,000 45,000 50,000 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 Fewer computer science graduates than 10 years ago (and half as many women): Source:: Code.org - National Science Foundation, National Center for Education Statistics FEMALE MALE
  • 7. In 2014, Texas had only 2,103 computer science graduates. Code.org
  • 8. In 2014, only 16% of the computer science graduates in Texas were female Code.org
  • 9. In 2015, only 5,172 HS students in Texas took the AP Computer Science Exam. https://research.collegeboard.org/programs/ap/data/archived/ap-2015 5,172 12,316 17,735 22,982 0 5,000 10,000 15,000 20,000 25,000 AP Computer Science Chemistry Biology Calculus AB AP Exams Taken by HS Students
  • 10. In 2015, only 24% of the HS students in Texas who took the AP Computer Science Exam were female. https://research.collegeboard.org/programs/ap/data/archived/ap-2015 24% 46% 49% 59% 0% 10% 20% 30% 40% 50% 60% 70% AP Computer Science Calculus AB Chemistry Biology AP Exams Taken by Females
  • 11. In 2015, of the 5,172 HS students in Texas who took the AP CS Exam https://research.collegeboard.org/programs/ap/data/archived/ap-2015 Texas Education Agency Pocket Edition 2014-2015 19% 3% 78% HS Students Who Took AP CS Exam Even though the total student population was: Other Hispanic Black 52% 13% 35% Total HS Student Population Hispanic Black Other
  • 12. Source: Brookings Image credit: Code.org The value of a computer science education
  • 13. In 2014-2015 only 17% of the Texas schools with AP programs offered computer science. https://code.org/advocacy/state-facts/TX.pdf
  • 14. In 2014-2015, 400 of the 1,459 high schools in Texas offered Computer Science. Texas Education Agency, 2016 This represents 27% of the campuses. TX HS Offering CS Campuses
  • 15. Tech’s diversity problem is also in CS High School Computer Science University Computer Science Software workforce Women who try AP Computer Science in high school are ten times more likely to major in it in college, and Black and Hispanic students are seven times more likely. Sources: College Board, National Center for Education Statistics, Bureau of Labor Statistics Image credit: code.org
  • 16. Only 7% of students reported seeing Hispanics or Blacks engaging in computer science in movies or TV shows. Gallup, 2015 58% of students reported seeing whites performing computer science activities.
  • 17. High school females who saw “students like me” engaged in computer science classes are more likely to be interested in pursuing computer science training. Google, 2014
  • 18. surveyed by Gallup agree that “People who do computer science need to be very smart.” Gallup, 2015 49% of students 57% of parents &
  • 19. think boys are more interested than girls in computer science Gallup, 2015 72% of female students
  • 20. think boys are more likely than girls to be successful in learning computer science Gallup, 2015 45% of female students
  • 21. Gallup, 2015 A slim majority of students (53%) say they have learned some type of computer science, such as using programming to create software, apps, games, websites or electronics. About 75% of these students say they learned through a class at school.
  • 22. Gallup, 2015 Students who are Hispanic, female or from lower-income households are less likely than their counterparts to have learned any computer science.
  • 23. Just 7% of principals and 6% of superintendents said the “demand is high” among parents for computer science education. Education Week, 2015
  • 24. Yet, 67% of parents said they thought students should be required to learn computer science in school. Education Week, 2015
  • 25. Why a deficiency in CS in Texas? • Lack of CS Certified teachers • Low student/parent demand (perceived or real?) • No incentive for schools to invest in CS Pathway • No system connecting HS courses to careers in industry
  • 26.
  • 27. $36,352 Average starting salary in 2013 for Texas teachers. $64,000 Average starting salary for college graduates with computer science degrees (2013). Adames, 2013 Texas Association of School Boards, 2013
  • 28. August, Kihn, & Miller, 2010 $67,000 Average maximum U.S. teacher salary Remember, the average starting salary for Computer Science graduates is $64,000
  • 29. Gallup, 2015 Black students are less likely than White and Hispanic students to have access to clubs or groups that teach computer science.
  • 30. Gallup, 2015 only 39% agree that their school board believes CS education is important to offer in schools. 56% of teachers think most students should be required to take a CS course But…
  • 31.
  • 32.
  • 33.
  • 34. Google, 2014 High School Student’s Impression of What Computer Science Majors Learn
  • 35. In 2014-15, only 14 Texas teachers completed a traditional or alternative pre-service CS certification program. State Board of Educator Certification, 2015
  • 36.
  • 37.
  • 39. in computer science, computational thinking, coding, and programming. Provided 24,010 contact hours of training to 1,352 Texas educators representing 697 schools 339 public, private, and charter school districts & Accomplishment
  • 40. Accomplishment to complete CS certification in Texas Supported 104 in-service teachers as compared to 14 pre-service teachers who obtained a CS certification during the same time frame in 2014-15.
  • 41. Upcoming Event November 3-4, 2016 Austin, TX Transportation and housing reimbursed WeTeach_CS Certification Preparation Face-to-Face Details and registration: weteachcs.org
  • 42. Accomplishment Developed and deployed a free, six- week, online course to support Texas educators seeking Grades 8-12 Computer Science certification. Course was developed with funding from: Piloted course in summer of 2016 with the goal of enrolling 200 teachers. Full enrollment was 744, with 255 educators completing all course assignments with at least 80% mastery.
  • 43. Accomplishment Secured funding from Supporting stipend for Texas educators who become certified to teach CS. Launched Certification Incentive Program (CIP)
  • 44. Accomplishment with representatives from Organized first CS Principles Mini-Conference --------------------------------------------------------------------------------------------------------------- February 24-25, 2016 http://www.thetrc.org/cs-principles-mini-conferencewhich provided training to 45 Texas educators. Sponsored by
  • 45. Upcoming Event Sponsored by CS Principles Mini-Conference --------------------------------------------------------------------------------------------------------------- February 20-21, 2017
  • 46. Accomplishment and connecting Texas educators with state and national leaders / resources to teach CS and computational thinking. http://www.thetrc.org/weteach_cs-summit-2016 Organized inaugural WeTeach_CS Summit --------------------------------------------------------------------------------------------- June 7-9, 2016 providing professional development to over 200 educators, K-12, focused on building the CS Education Community,
  • 47. Upcoming Event connecting Texas educators with state and national leaders / resources to teach CS and computational thinking. WeTeach_CS Summit --------------------------------------------------------------------------------------------- June 5-7, 2017 professional development for K-12 educators, focused on building the CS Education Community,
  • 48. Accomplishment NSF’s Expanding Computing Education Pathways (ECEP) Alliance Organized statewide meet-up for CS Education advocates http://www.thetrc.org/statewide-cs-effort in conjunction with Texas Alliance for Computer Science Education (TACSE), which is now CS4TX Partnered with
  • 49. Trained 78 Texas educators in through free online project called in partnership with Accomplishment
  • 50. Free training for educators in Spring 2017 Application opens in November in partnership with Upcoming Event
  • 51. Trained 42 Texas educators in Video Game Programming with Algebra Accomplishment
  • 52. in partnership with Awarded first two CS Change Maker awards to Texas high school CS teachers Awarded first two CS Mini-grants to elementary and middle schools teachers Accomplishment
  • 54. Coordinated the first CS professional development strand for the CAMT conference ---------------------------------------------------------------------------------------------------------- Summer 2016 reaching approximately 200 Texas math educators Accomplishment
  • 55. Texas is considered a national leader in K-12 Computer Science Education. • Texas counts AP Computer Science as a math credit for graduation. • Texas requires high school CS teachers to be certified in computer science. • Texas requires teachers to pass a CS content exam to be CS certified. • Texas requires every high school to offer Computer Science. • Texas has state standards for computer science courses. • Texas is a leader in the number of Black, Hispanic, and female AP CS enrollees.
  • 60. NCWIT.org Percentage of Computing Occupations Held by Women
  • 61. NCWIT.org Female percentage of select STEM undergraduate degree recipients
  • 62. NCWIT.org Percentage of computing occupations held by women has been declining since 1991
  • 64.
  • 65.
  • 66.
  • 67.
  • 68.
  • 69.
  • 70.

Editor's Notes

  1. Code.org
  2. Nord et al., 2011
  3. Code.org 2014
  4. Texas Education Agency. (2014). Teacher FTE counts and course enrollment reports. Retrieved from http://ritter.tea.state.tx.us/adhocrpt/adfte.html
  5. There are fewer students graduating with a degree in computer science than there were 10 years ago. And the number of women graduating with computer science degrees is half of what it was in 2003.
  6. https://code.org/advocacy/state-facts/TX.pdf
  7. https://code.org/advocacy/state-facts/TX.pdf
  8. A computer science major can earn 40% more than the college average.
  9. Texas Education Agency, (2016)14-15 Pocket Edition Single Pages. (1st ed., p. 9). Texas. Retrieved from http://tea.texas.gov/WorkArea/DownloadAsset.aspx?id=25769825221
  10. Generally, VERY few students are taking AP high school computer science relative to all other AP tests But even more troubling is that only 20% of total students taking AP CS are girls Similar trends are found in computer science majors in college. And the diversity problem in computing is now something that makes front page news about major tech companies struggling to create a diverse workforce Out of all the computing jobs in our entire economy, women only make up a quarter of that workforce Consider that these are the fastest growing, highest paying, most in-demand jobs in America And if current trends continue, only one of out four of those jobs will be filled by women And the stats about Black and Hispanic students tell a very similar story as well.
  11. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  12. http://static.googleusercontent.com/media/www.wenca.cn/en/us/edu/pdf/women-who-choose-what-really.pdf
  13. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  14. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  15. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  16. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  17. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  18. http://www.edweek.org/ew/articles/2015/08/26/computer-science.html
  19. http://www.edweek.org/ew/articles/2015/08/26/computer-science.html
  20. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  21. https://services.google.com/fh/files/misc/images-of-computer-science-report.pdf
  22. http://static.googleusercontent.com/media/www.wenca.cn/en/us/edu/pdf/women-who-choose-what-really.pdf
  23. State Board of Educator Certification. (2015). Initial Educator Certificates by Educator Preparation Program and Area. Retrieved from https://secure.sbec.state.tx.us/Reports/prodrpts/rpt_edu_tchr_prod_counts.asp?width=1440&height=900
  24. Trained 78 Texas educators in Java programming through free online project called Keep Calm and Java On in partnership with Oracle Academy.
  25. Trained 78 Texas educators in Java programming through free online project called Keep Calm and Java On in partnership with Oracle Academy.
  26. Trained 42 Texas educators in Bootstrap: Video Game Programming with Algebra.
  27. In partnership with Oracle Academy, awarded first two CS Change Maker awards to Texas high school CS teachers and first two CS Mini-grants to elementary and middle schools teachers. 
  28. Partnered with TACSE, Technet, Texas Computer Education Association (TCEA), TEALS and others to launch CS4TX (http://cs4tx.org).
  29. Coordinated the first CS professional development strand for the CAMT conference in Summer 2016, reaching approximately 200 Texas math educators
  30. https://www.ncwit.org/resources/girls-it-facts
  31. https://www.ncwit.org/resources/girls-it-facts
  32. https://www.ncwit.org/resources/girls-it-facts
  33. https://www.ncwit.org/resources/girls-it-facts
  34. https://www.ncwit.org/sites/default/files/resources/ncwit_women-in-it_2016-full-report_final-web06012016.pdf
  35. https://www.ncwit.org/sites/default/files/resources/ncwit_women-in-it_2016-full-report_final-web06012016.pdf
  36. https://www.ncwit.org/sites/default/files/resources/ncwit_women-in-it_2016-full-report_final-web06012016.pdf
  37. https://www.ncwit.org/sites/default/files/resources/ncwit_women-in-it_2016-full-report_final-web06012016.pdf
  38. Changing the Equation http://changetheequation.org/new-data-bridging-computer-science-access-gap
  39. Changing the Equation http://changetheequation.org/new-data-bridging-computer-science-access-gap
  40. Changing the Equation http://changetheequation.org/new-data-bridging-computer-science-access-gap
  41. Changing the Equation http://changetheequation.org/new-data-bridging-computer-science-access-gap
  42. http://vitalsigns.changetheequation.org/state/Texas/diversity
  43. http://vitalsigns.changetheequation.org/state/Texas/diversity
  44. http://vitalsigns.changetheequation.org/state/Texas/diversity
  45. Change the Equation http://changetheequation.org/sites/default/files/CTE_Technology_Skills_Infographic.pdf
  46. Change the Equation http://changetheequation.org/sites/default/files/CTE_Technology_Skills_Infographic.pdf
  47. Change the Equation http://changetheequation.org/half-empty
  48. Change the Equation http://changetheequation.org/half-empty
  49. Change the Equation http://changetheequation.org/half-empty
  50. Change the Equation http://changetheequation.org/half-empty