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The Long Reach of
Early Math Skills
Greg J. Duncan
School of Education
University of California, Irvine
How important are K-5 math
skills for completed schooling?
How important are school-entry math
skills for school achievement?
How important are adolescent
math skills for labor market
success?
Skills and Behaviors
Achievement Engagement Problem Behaviors
Description: Concrete math
and reading skills
Ability to control
impulses and
focus on tasks
i) Ability to get
along with
others
ii) Sound mental
health
Example test
areas or
question
wording:
Knowing letters
and numbers;
beginning word
sounds, word
problems
Can’t sit still;
can’t concentrate;
score from a
computer test of
impulse control
i) Cheats or tells
lies, bullies, is
disobedient at
school
ii) Is sad, moody
Skill and behavior gaps between high- and low-income
kindergarteners
+106
+53
-27 -30
-100
Kindergarten gap 5th grade gap
Math
achievement
Mental
health
problems
Anti-social
behavior
School
engagement
Source: Early Childhood Longitudinal Study – Kindergarten cohort.
Skill and behavior gaps between high- and low-income
kindergarteners and fifth graders
+106
+53
-27 -30
+121
+59
-42 -31
-100
Kindergarten gap 5th grade gap
Math
achievement
Mental
health
problems
Anti-social
behavior
School
engagement
Source: Early Childhood Longitudinal Study – Kindergarten cohort.
How important are school-entry
math skills for school
achievement?
How important are K-5 math skills
for completed schooling?
How important are adolescent math
skills for labor market success?
Effects of school-entry skills and
behaviors on later achievement
Mental health
Reading
Math
Engagement
Anti-social
0
0 10 20 30 40
Effects of school-entry skills and
behaviors on later achievement
Mental health
Reading
MathEngagementAnti-social
0
0 10 20 30 40
Kindergarten teaching – hours/wk
All teachers
Teachers in low-
income schools
Reading 4.9 5.0
Math 3.1 3.1
Kindergarten student mastery vs.
time spent teaching
Mastery by Fall K
Basic Counting
& Shapes
95%
Patterns &
Measurement
62%
Place value &
Currency
25%
Addition &
Subtraction
7%
11,517 students 2,176 teachers
Kindergarten student mastery vs.
time spent teaching
Mastery by Fall K
Mean Days/Month
spent teaching
Basic Counting
& Shapes
95% 12.70
Patterns &
Measurement
62% 7.68
Place value &
Currency
25% 8.61
Addition &
Subtraction
7% 4.38
11,517 students 2,176 teachers
Instruction time and math achievement
-.041
+.065
0
Basic math Advanced math
Mathlearninginkindergarten
All students Low-income students only
Source: Claessens and Engel (under review)
Basic math
instruction time
Advanced math
instruction time
Instruction time and math achievement
-.041
+.065
-.029
+.056
0
Basic math Advanced math
Mathlearninginkindergarten
All students Low-income students only
Source: Claessens and Engel (under review)
Basic math
instruction time
Advanced math
instruction time
How important are school-entry
math skills for school
achievement?
How important are K-5 math skills
for completed schooling?
How important are adolescent math
skills for labor market success?
Effects of K-5 skills and behaviors on
completed schooling
0
0 10 20 30
Effects of K-5 skills and behaviors on
completed schooling
Anxiety Reading
Anti-social
Attention
Math
0
0 10 20 30
How important are school-entry
math skills for school
achievement?
How important are K-5 math skills
for completed schooling?
How important are adolescent math
skills for labor market success?
Effects of adolescent skills and behaviors
on earnings
0
0 10 20
Effects of adolescent skills and behaviors
on earnings
Anxiety Reading
Anti-social
Attention Math
0
0 10 20
Why math?
(preliminary)
• Structural story:
• teachers and schools provide extra
opportunities for early math achievers?
• moderate math skills keeps kids out
of special education?
Why math (con’t)?
• Motivational story:
• Math feedback is very concrete?
• Kids who don’t master math don’t
think they are good at math or good at
school?
Summary
• Early math is surprisingly important
• Kindergartent teachers spend much
less time on math than reading
• Early math instruction is geared toward
skills kids already know
• Math is also highly predictive of
completed schooling and earnings
Greg J. Duncan
gduncan@uci.edu
School of Education
University of California, Irvine

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The Long Reach of Early Math Skills - Professor Greg Duncan

  • 1. The Long Reach of Early Math Skills Greg J. Duncan School of Education University of California, Irvine
  • 2. How important are K-5 math skills for completed schooling? How important are school-entry math skills for school achievement? How important are adolescent math skills for labor market success?
  • 3. Skills and Behaviors Achievement Engagement Problem Behaviors Description: Concrete math and reading skills Ability to control impulses and focus on tasks i) Ability to get along with others ii) Sound mental health Example test areas or question wording: Knowing letters and numbers; beginning word sounds, word problems Can’t sit still; can’t concentrate; score from a computer test of impulse control i) Cheats or tells lies, bullies, is disobedient at school ii) Is sad, moody
  • 4. Skill and behavior gaps between high- and low-income kindergarteners +106 +53 -27 -30 -100 Kindergarten gap 5th grade gap Math achievement Mental health problems Anti-social behavior School engagement Source: Early Childhood Longitudinal Study – Kindergarten cohort.
  • 5. Skill and behavior gaps between high- and low-income kindergarteners and fifth graders +106 +53 -27 -30 +121 +59 -42 -31 -100 Kindergarten gap 5th grade gap Math achievement Mental health problems Anti-social behavior School engagement Source: Early Childhood Longitudinal Study – Kindergarten cohort.
  • 6. How important are school-entry math skills for school achievement? How important are K-5 math skills for completed schooling? How important are adolescent math skills for labor market success?
  • 7. Effects of school-entry skills and behaviors on later achievement Mental health Reading Math Engagement Anti-social 0 0 10 20 30 40
  • 8. Effects of school-entry skills and behaviors on later achievement Mental health Reading MathEngagementAnti-social 0 0 10 20 30 40
  • 9. Kindergarten teaching – hours/wk All teachers Teachers in low- income schools Reading 4.9 5.0 Math 3.1 3.1
  • 10. Kindergarten student mastery vs. time spent teaching Mastery by Fall K Basic Counting & Shapes 95% Patterns & Measurement 62% Place value & Currency 25% Addition & Subtraction 7% 11,517 students 2,176 teachers
  • 11. Kindergarten student mastery vs. time spent teaching Mastery by Fall K Mean Days/Month spent teaching Basic Counting & Shapes 95% 12.70 Patterns & Measurement 62% 7.68 Place value & Currency 25% 8.61 Addition & Subtraction 7% 4.38 11,517 students 2,176 teachers
  • 12. Instruction time and math achievement -.041 +.065 0 Basic math Advanced math Mathlearninginkindergarten All students Low-income students only Source: Claessens and Engel (under review) Basic math instruction time Advanced math instruction time
  • 13. Instruction time and math achievement -.041 +.065 -.029 +.056 0 Basic math Advanced math Mathlearninginkindergarten All students Low-income students only Source: Claessens and Engel (under review) Basic math instruction time Advanced math instruction time
  • 14. How important are school-entry math skills for school achievement? How important are K-5 math skills for completed schooling? How important are adolescent math skills for labor market success?
  • 15. Effects of K-5 skills and behaviors on completed schooling 0 0 10 20 30
  • 16. Effects of K-5 skills and behaviors on completed schooling Anxiety Reading Anti-social Attention Math 0 0 10 20 30
  • 17. How important are school-entry math skills for school achievement? How important are K-5 math skills for completed schooling? How important are adolescent math skills for labor market success?
  • 18. Effects of adolescent skills and behaviors on earnings 0 0 10 20
  • 19. Effects of adolescent skills and behaviors on earnings Anxiety Reading Anti-social Attention Math 0 0 10 20
  • 20. Why math? (preliminary) • Structural story: • teachers and schools provide extra opportunities for early math achievers? • moderate math skills keeps kids out of special education?
  • 21. Why math (con’t)? • Motivational story: • Math feedback is very concrete? • Kids who don’t master math don’t think they are good at math or good at school?
  • 22. Summary • Early math is surprisingly important • Kindergartent teachers spend much less time on math than reading • Early math instruction is geared toward skills kids already know • Math is also highly predictive of completed schooling and earnings
  • 23. Greg J. Duncan gduncan@uci.edu School of Education University of California, Irvine