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Hidden Triggers: Propelling Low Income
Students into College and Careers
John Cronin, Ph.D.
Vice President of Education Research
NWEA
NWEA:
•Is not-for-profit
•Assesses 8 million students K-12 in the U.S. and across more
than 30 countries.
•Offers adaptive assessments, that are fair and engaging to
students, and meets them where they are.
•Provides efficient and timely data that informs instruction.
•Measure student progress over time, and provides useful
projections about future performance.
Is college readiness really
the goal?
96% of minority parents and
92% of minority students
believe that college
completion is very important.
Source – 2004 United Negro
College Fund Survey
College readiness aligns with parent and
student aspirations
• College completion grew from
25% to 41% between 1980 and
2014.
• College completion rates for
traditionally disadvantaged
minorities doubled.
• The proportion of women
completing college exceeds the
proportion of men and the gap is
growing.
Who is completing college?
The hidden “Triggers”
• Preparing for an upwardly mobile
career.
• Getting and keeping academics on
track.
• Maximizing the probability of
graduation (high school, career
training, college).
Preparing for an upwardly
mobile career
Kids from high income families less
often choose career focused majors
Source: Kim Weeden, National Center for Educational Statistics
Kids from high income families choose
career oriented majors less often.
Source – U.S. Department of Labor, National Longitudinal Survey 1979-2010
Graph is reference from Money Matters, National Public Radio, March 19, 2014
What
car eer s
cont r i but e
t o upwar d
and
downwar d
mobi l i t y?
Col l ege maj or by SAT
scor e
Bubble size indicates relative
number of students intending
to pursue a this major
Being prepared
Predictive variables measure four constructs
Test scores
College
aspirations &
expectations
SES
Teacher
perceptions of
student readiness
Teachers are good at
• Assessing work habits
• Assessing general academic readiness
• Assessing attitude toward school
Teachers are good at
dropout prediction
Dropout Prediction Teacher Model
% Correct 82 88
% Incorrect 11 12
Unsure 7
But teachers greatly under-
predict the likelihood of college
attendance
Ethnic Group Correct Incorrect Go Incorrect Not
Go
Anglo 63% 4% 18%
African
American
56% 3% 24%
Hispanic 52% 4% 23%
Native
American
50% 5% 28%
NWEA assessments
• Can help project progress toward college
readiness at earlier grades.
• Help teachers set goals and plan
instruction to get students on track.
The NWEA Col l ege Expl or er
Tool
• Projects a student’s college entrance exam range
from their reading and mathematics scores on
NWEA MAP.
• Shows the colleges in which a students score
would be competitive with the entrance exam
scores achieved by entering students.
• Provides detailed information to parents about
college costs, completion rates, financial aid,
average student debt load, and post-graduation
income that can help families more effectively
plan at earlier ages.
The NWEA Col l ege Expl or er
Tool
EPIC – Four Dimensions of college
readiness
• Post-secondary career
awareness
• Post-secondary costs
• Financial aid
• College culture
• Self-advocacy
• Admissions requirements
Adapted from EPIC – The Solution Equipping Students with the Four Keys . Retrieved from
https://www.epiconline.org/Issues/college-career-readiness/the-solution/
College readiness
should NOT be
defined by a single
test score associated
to a single cut score.
The FAFSA
Exper i ment
Tr eat ment – Low- I ncome f ami l i es
( under $45, 000 per year ) f i l i ng
t axes t hr ough H & R Bl ock wer e
of f er ed s uppor t i n f i l l i ng out
and s ubmi t t i ng t he FAFSA
paper wor k. Enr ol l ment and
f i nanci al ai d r at es wer e
compar ed f or t hi s gr oup r el at i ve
t o cont r ol gr oups t hat r ecei ved
“ai d el i gi bi l i t y i nf or mat i on”
and “gener al i nf or mat i on on
col l ege cos t s and ai d”
The i mpor t ance of
s i mpl i f i cat i on
The FAFSA Exper i ment
Res ul t s
Tr eat ment gr oup f ami l i es s howed a 25%
i ncr eas ed r at e of col l ege enr ol l ment
( 34. 8% vs . 26. 5%)
Tr eat ment gr oup f ami l i es r ecei ved Pel l
gr ant s at a 33% hi gher r at e t han cont r ol
f ami l i es ( 39. 6% vs . 29. 8%)
The i mpor t ance of
s i mpl i f i cat i on
Concl udi ng
t hought s
• The value of prediction is to help students see what is possible
and to avoid under-selecting colleges.
• Academic knowledge alone isn’t enough. Getting a complete
picture of each student is important. Getting that picture
efficiently is equally important.
• College Knowledge is important and is relatively easy to address
The link to the NWEA College Explorer
Tool is at
https://www.nwea.org/research/innovation-
leadership/research-data-galleries/mapping-the-road-to-
college/
https://public.tableau.com/profile/jfcnwea#!/vizhome/car
eerbook1/Dashboard1
Thank you!
E-mail: john.Cronin@nwea.org
Organization Website: www.nwea.org
Contact:

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College

  • 1. Hidden Triggers: Propelling Low Income Students into College and Careers John Cronin, Ph.D. Vice President of Education Research NWEA
  • 2. NWEA: •Is not-for-profit •Assesses 8 million students K-12 in the U.S. and across more than 30 countries. •Offers adaptive assessments, that are fair and engaging to students, and meets them where they are. •Provides efficient and timely data that informs instruction. •Measure student progress over time, and provides useful projections about future performance.
  • 3. Is college readiness really the goal?
  • 4. 96% of minority parents and 92% of minority students believe that college completion is very important. Source – 2004 United Negro College Fund Survey College readiness aligns with parent and student aspirations
  • 5. • College completion grew from 25% to 41% between 1980 and 2014. • College completion rates for traditionally disadvantaged minorities doubled. • The proportion of women completing college exceeds the proportion of men and the gap is growing. Who is completing college?
  • 6. The hidden “Triggers” • Preparing for an upwardly mobile career. • Getting and keeping academics on track. • Maximizing the probability of graduation (high school, career training, college).
  • 7. Preparing for an upwardly mobile career
  • 8. Kids from high income families less often choose career focused majors
  • 9. Source: Kim Weeden, National Center for Educational Statistics Kids from high income families choose career oriented majors less often.
  • 10. Source – U.S. Department of Labor, National Longitudinal Survey 1979-2010 Graph is reference from Money Matters, National Public Radio, March 19, 2014 What car eer s cont r i but e t o upwar d and downwar d mobi l i t y?
  • 11. Col l ege maj or by SAT scor e Bubble size indicates relative number of students intending to pursue a this major
  • 13. Predictive variables measure four constructs Test scores College aspirations & expectations SES Teacher perceptions of student readiness
  • 14. Teachers are good at • Assessing work habits • Assessing general academic readiness • Assessing attitude toward school
  • 15. Teachers are good at dropout prediction Dropout Prediction Teacher Model % Correct 82 88 % Incorrect 11 12 Unsure 7
  • 16. But teachers greatly under- predict the likelihood of college attendance Ethnic Group Correct Incorrect Go Incorrect Not Go Anglo 63% 4% 18% African American 56% 3% 24% Hispanic 52% 4% 23% Native American 50% 5% 28%
  • 17. NWEA assessments • Can help project progress toward college readiness at earlier grades. • Help teachers set goals and plan instruction to get students on track.
  • 18. The NWEA Col l ege Expl or er Tool • Projects a student’s college entrance exam range from their reading and mathematics scores on NWEA MAP. • Shows the colleges in which a students score would be competitive with the entrance exam scores achieved by entering students. • Provides detailed information to parents about college costs, completion rates, financial aid, average student debt load, and post-graduation income that can help families more effectively plan at earlier ages.
  • 19. The NWEA Col l ege Expl or er Tool
  • 20. EPIC – Four Dimensions of college readiness • Post-secondary career awareness • Post-secondary costs • Financial aid • College culture • Self-advocacy • Admissions requirements Adapted from EPIC – The Solution Equipping Students with the Four Keys . Retrieved from https://www.epiconline.org/Issues/college-career-readiness/the-solution/
  • 21. College readiness should NOT be defined by a single test score associated to a single cut score.
  • 22. The FAFSA Exper i ment Tr eat ment – Low- I ncome f ami l i es ( under $45, 000 per year ) f i l i ng t axes t hr ough H & R Bl ock wer e of f er ed s uppor t i n f i l l i ng out and s ubmi t t i ng t he FAFSA paper wor k. Enr ol l ment and f i nanci al ai d r at es wer e compar ed f or t hi s gr oup r el at i ve t o cont r ol gr oups t hat r ecei ved “ai d el i gi bi l i t y i nf or mat i on” and “gener al i nf or mat i on on col l ege cos t s and ai d” The i mpor t ance of s i mpl i f i cat i on
  • 23. The FAFSA Exper i ment Res ul t s Tr eat ment gr oup f ami l i es s howed a 25% i ncr eas ed r at e of col l ege enr ol l ment ( 34. 8% vs . 26. 5%) Tr eat ment gr oup f ami l i es r ecei ved Pel l gr ant s at a 33% hi gher r at e t han cont r ol f ami l i es ( 39. 6% vs . 29. 8%) The i mpor t ance of s i mpl i f i cat i on
  • 24. Concl udi ng t hought s • The value of prediction is to help students see what is possible and to avoid under-selecting colleges. • Academic knowledge alone isn’t enough. Getting a complete picture of each student is important. Getting that picture efficiently is equally important. • College Knowledge is important and is relatively easy to address
  • 25. The link to the NWEA College Explorer Tool is at https://www.nwea.org/research/innovation- leadership/research-data-galleries/mapping-the-road-to- college/ https://public.tableau.com/profile/jfcnwea#!/vizhome/car eerbook1/Dashboard1

Editor's Notes

  1. Replicated decision trees over and over Found most important measures Grouped them