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Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

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Page 1: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 2: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Trends and Comparisons in Higher Education Economics: How has

Kentucky Fared?

William Hoyt, Acting Director

Center for Business & Economic Research

Policy Conference: 2004 Center for Business and Economic Research

Page 3: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

“Economics of Higher Education”

• Issues to consider:– Financing Education

• State versus Individual (Family & Student) contributions

– Returns to Education– Participation and Access– Completion

Page 4: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Financing Education

• State Support– Kentucky has relatively high state support for public

higher education• High State Spending per Student• Higher State Spending per Capita• 2nd highest percentage increase in state and local

appropriations 1990-2002, Highest per student

• Students and Family Support– Relatively Low Tuition (20th)– Very low student borrowing and debt– High cost for Lowest Income Households

Page 5: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Higher Education Assistance Per Student, 2002

Page 6: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Appropriation of State Tax Funds for Higher Education Per Capita -

2004

Page 7: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

State and Local Appropriations for Higher Education% Change (Real), 1990-2002

-40

-30

-20

-10

0

10

20

30

40

50

60

70

80

90

100

110

120

State

% C

hang

e in

Rea

l Spe

ndin

g

Page 8: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

State and Local Appropriations for Higher State and Local Appropriations for Higher EducationEducation

% Change (Real), 1990-2002% Change (Real), 1990-2002State

% Change, 1990 - 2002

%Change, Real 1990-2002

% Change in Enrollment

% Change, Funding per

NV 148.9 120.7 77.9 9.3KY 137.9 109.7 21.3 53.2LA 114.7 86.5 43.0 17.3AR 109.2 80.9 52.7 7.0WV 108.4 80.2 10.3 47.7ID 106.7 78.5 39.3 16.0UT 104.6 76.4 62.3 -1.5MD 86.9 58.6 12.6 29.6GA 85.1 56.8 15.1 25.6MS 83.6 55.3 33.2 7.7CA 83.2 55.0 17.6 21.7NC 82.4 54.1 34.5 5.9AZ 80.0 51.7 28.5 9.4IL 76.9 48.7 -5.2 45.8CO 72.1 43.9 15.7 16.3WA 71.3 43.1 42.7 -6.2TX 71.2 43.0 19.9 11.6Average 69.5 41.2 15.1 15.0KS 69.4 41.1 1.6 30.2MI 68.9 40.6 7.1 23.2

Page 9: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Comparisons of Public Salaries, 2002

A. Inflation Adjusted

 

4-year institutions

2-yearTotal University Other 4-year

Kentucky 55,421 8 63,532 7 50,914 8 44,045 6

United States 61,957 3 67,992 2 58,007 2 51,576 2

Illinois 61,386 4 67,565 3 56,247 4 57,632 1

Indiana 59,744 5 63,344 8 52,658 7 39,868 8

Missouri 56,748 6 67,231 4 54,650 5 46,492 5

Ohio 64,029 2 65,971 5 56,861 3 51,318 3

Tennessee 55,590 7 64,510 6 52,713 6 39,579 9

Virginia 64,382 1 70,233 1 60,810 1 47,050 4

West Virginia 50,326 9 58,917 9 46,415 9 42,212 7

Page 10: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Average Tuition 4-Year Public, 2004

0500

1,0001,500

2,0002,5003,0003,5004,0004,500

5,0005,5006,0006,5007,0007,500

8,0008,5009,000

State

Ann

ual T

uiti

on

Page 11: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Tuition, 2004 & Change, 2000-2004

STATE NAME Tuition, 2004 Rank Change, $ Change, %AnnumRank of ChangeKentucky 3869 30 $1,542 13.6 7Alabama 3978 29 $1,490 12.4 12Alaska 3425 38 $814 7.0 45Arizona 3586 36 $1,528 14.9 5Arkansas 4041 28 $1,589 13.3 8California 3797 32 $1,085 8.8 36Colorado 3453 37 $833 7.1 44Connecticut 5767 11 $1,497 7.8 39Delaware 6177 7 $1,860 9.4 34Florida 2553 50 $642 7.5 42Georgia 3223 42 $867 8.1 38Hawaii 3242 41 $454 3.8 50Idaho 3323 39 $1,121 10.8 26Illinois 5662 13 $1,960 11.2 21Indiana 5394 15 $2,052 12.7 10Iowa 4991 19 $2,230 16.0 1Kansas 3688 34 $1,374 12.4 14Louisiana 3190 44 $912 8.8 35Maine 5019 18 $1,141 6.7 46Maryland 6242 6 $2,105 10.8 27

Page 12: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Average Loan Amount Students Borrow Each Year , 2003

Page 13: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Share of Income Poorest Families Need to Pay for Tuition at Lowest Priced Colleges, 2003

Page 14: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Ability to Pay, Kentucky

Page 15: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Education, Earnings, and Income

• Significant Gross Differences in Earnings between High School Graduates, BA, and Associate

• Associate – 3,400 (KY), 2,500 (US) 22-29 years– 8,000 (KY), 7,000 (US) 30 – 64 years

• BA– 7,400 (KY), 9,000 (US), 22-29 years– 16,000 (KY), 16,000 (US), 30-64 years

Page 16: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Education, Earnings, and Income (2)

• Significant Differences in Earnings between High School Graduates, BA, and Associate when controlling for characteristics

• Much greater for female• Some College

– 12-13%, Male – 40%, Female

• BA– 50%, Male– 100%, Female

• Graduate– 100%, Male– 200%, Female

Page 17: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Education, Earnings, and Income (3)

– Kentucky lags US in jobs in Office and Technology

– Lags in % college educated in all categories

– Lags in salaries in all categories

Page 18: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Median Household Income - 1999

Page 19: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Difference in Median Earnings Between a High School Diploma and an Associates Degree 22 to

29 Year Olds 1999

Page 20: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Difference in Median Earnings Between a High School Diploma and an Associates Degree 30 to

64 Year Olds 1999

Page 21: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Difference in Median Earnings Between a High School Diploma and an Bachelors Degree 22 to 29

Year Olds

Page 22: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Difference in Median Earnings Between a High School Diploma and an Bachelors Degree 30 to 64

Year Olds

Page 23: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 24: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 25: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 26: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 27: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Employment by Job Type (16 & Older), 2000

1.9%

23.0%

19.9%

6.1%

9.9%

33.9%

5.3%

1.2%

17.3%

20.0%

5.8%

10.0%

38.9%

6.8%

0%

5%

10%

15%

20%

25%

30%

35%

40%

45%

Naturalresources

Factory Low-skillservices

Health care Education &public svcs.

Office Technology

Kentucky US

Page 28: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Earnings by Job Type (16 & Older), 2000

$28,658 $29,365

$16,379

$34,335

$25,980

$33,944

$39,308

$28,814

$22,610

$29,978

$19,474

$39,365

$31,038

$39,851

$47,732

$33,486

$0

$10,000

$20,000

$30,000

$40,000

$50,000

$60,000

Naturalresources

Factory Low-skillservices

Health care Education &public svcs.

Office Technology All Jobs

Kentucky US

Page 29: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Percent of Employees with a College Degreeby Job Type, 2000

4.6% 6.3%

10.4%

52.6% 51.3%

31.6%

52.5%

25.3%

8.6% 8.9%

15.1%

55.4% 57.0%

38.6%

62.1%

32.8%

0%

10%

20%

30%

40%

50%

60%

70%

Naturalresources

Factory Low-skillservices

Health care Education &public svcs.

Office Technology All Jobs

Kentucky US

Page 30: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Accessibility and Participation

• Participation in Higher Education has increases in KY 1990 – 2000 but lags other states

• “Pipeline” leaks at retention (Sophomore to Graduating)

Page 31: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Participation

Page 32: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

9th Graders Chance for College by Age 19

Page 33: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Percent Loss at Each Stage of Transition (2000)

38

31

38

40

48

27

44

26

44

36

34

41

45

23

49

41

45

33

25

29

16

22

31

30

27

41

31

25

30

41

27

29

39

26

32

21

26

26

22

16

23

16

14

16

23

31

26

25

17

25

35

41

29

25

21

37

23

35

20

26

27

25

21

42

17

30

23

33

36

39

52

36

36

31

33

20

28

36

33

21

34

29

24

35

27

43

24

27

33

34

35

26

31

30

29

24

30

29

29

23

21

17

22

24

20

24

21

27

23

26

26

21

21

21

20

15

17

20

24

16

16

26

16

22

22

20

22

21

19

19

20

24

17

19

20

14

29

25

22

27

18

35

31

28

22

20

17

19

25

23

6

11

11

11

12

12

12

12

13

13

13

13

14

14

14

14

14

15

15

16

16

17

17

17

18

18

18

18

18

18

18

19

19

20

21

21

22

22

22

22

23

24

24

25

26

26

27

27

28

28

0 20 40 60 80 100

Alaska

Nevada

TexasNew Mexico

Georgia

Oklahoma

Louisiana

ArkansasMississippi

Haw aii

Kentucky

Alabama

TennesseeIdaho

South Carolina

Arizona

Florida

OregonWest Virginia

Washington

Utah

Montana

CaliforniaOhio

Maryland

North Carolina

Michigan

WyomingColorado

New York

Missouri

Illinois

Delaw areVirginia

Indiana

Vermont

Kansas

South DakotaWisconsin

Nebraska

Maine

North Dakota

New JerseyMinnesota

Connecticut

Rhode Island

New Hampshire

PennsylvaniaIow a

Massachusetts

9th to 12th Grade HS Graduate to College College Entrance to Graduation College Graduates

Page 34: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

“Pipeline” College Attendance and Graduation

StateFor every 100 Ninth Graders

__ Graduate from High

School

__ Enter College

__ Are Still Enrolled Their Sophomore Year

__ Graduate within 150%

Time

Kentucky 100 66 39 25 13

United States 100 67 38 26 18

Massachusetts 100 75 52 41 28

Iowa 100 83 54 37 28

Pennsylvania 100 75 46 36 27

New Hampshire 100 74 44 34 27

Rhode Island 100 70 46 37 26

Connecticut 100 77 48 37 26

Minnesota 100 84 53 38 25

New Jersey 100 86 55 40 24

North Dakota 100 84 58 42 24

Maine 100 77 42 31 23

Nebraska 100 84 50 38 22

Wisconsin 100 78 45 33 22

South Dakota 100 74 47 31 22

Kansas 100 74 50 32 22

Vermont 100 79 36 28 21

Indiana 100 68 41 30 21

Virginia 100 74 39 30 20

Page 35: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

College-Going Rates of High School Graduates - Directly from

HS - 2000

Page 36: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Completion and Level of Education

• Education (% with BA or Associate) in KY lags US

• High Variance within Kentucky

• Increases in % with BA or Associate from 1990 to 2000 but slow progress despite high % attending college

Page 37: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

25 to 34 Year Olds with a Bachelor's Degree or Higher - 2000

Page 38: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Change in Percentage of Population 25 or older with BA or

more, 1990-2000

Page 39: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy
Page 40: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Retention Rates - First-Time College Freshmen Returning Their Second Year

Four-Year Colleges/Universities - 2002

Page 41: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Bachelor's Degrees Awarded Per 100 HS Graduates 6 Years Earlier

Page 42: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Graduation Rate for Public 4-Year, 2000

0

5

10

15

20

25

30

35

40

45

50

55

60

65

70

State

Gra

du

atio

n R

ate

Page 43: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

KentuckyNet In-Migration by Degree Level and

Age Group

Source: U.S. Census Bureau, 2000 Census; 5% Public Use Microdata Sample (PUMS) Files

22- to 29-Year-Olds 30- to 64-Year-Olds

Less than High School

High School

Some College

Associate

Bachelor’s

Graduate/Professional

Total

6,264

4,978

1,347

870

-1,398

737

12,798

-2,000 0 2,000 4,000 6,000 8,000 10,000 12,000 14,000

10,866

13,760

6,364

824

3,489

798

36,101

0 10,000 20,000 30,000 40,000

Page 44: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Net Migration, All 22 to 29 Year Olds

Page 45: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Net Migration, 22 to 29 Year Olds with Associate Degree or Higher

Page 46: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Net Migration, 22 to 29 Year Olds with Bachelor’s Degree or Higher

Page 47: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Interstate Migration of Adults with a Bachelor’s Degree or Higher:Change in the Stock of Adults with a Bachelor’s Degree or Higher Minus the Number of Bachelor’s Degrees Awarded (1990 to 2000) – 25 to 64 Year Olds

Source: US Census Bureau, IPEDS Completions Survey

193

167

106

8274

67 6458

4433

21 2015

2 -1

-4 -7 -8 -9 -12 -13 -14 -17 -17 -19-24 -27 -30

-37

-49 -50 -51 -53 -57

-72 -75 -79 -80-88

-93

-109

-120 -124

-138

-173

-281

-380

-51-46

-10

-400

-200

0

200

Flo

rid

a

Geo

rgia

Co

lora

do

New

Jer

sey

Was

hin

gto

n

Ari

zon

a

Nev

ada

No

rth C

aro

lina

Tex

as

Vir

gin

ia

Ore

go

n

Mar

yla

nd

Idah

o

Ala

ska

New

Mex

ico

Wyo

min

g

Ten

nes

see

Min

nes

ota

Haw

aii

Mo

nta

na

So

uth

Car

oli

na

Del

awar

e

Ark

ansa

s

So

uth

Dak

ota

Mai

ne

Ver

mo

nt

New

Ham

psh

ire

Ken

tuck

y

No

rth D

ako

ta

Neb

rask

a

Mis

siss

ipp

i

Kan

sas

Co

nn

ecti

cut

Wes

t V

irgin

ia

Uta

h

Illi

no

is

Rho

de

Isla

nd

Cal

ifo

rnia

Wis

consi

n

Okla

ho

ma

Ala

bam

a

Iow

a

Lo

uis

iana

Mis

souri

Ind

iana

Mic

hig

an

Mas

sach

use

tts

Ohio

Pen

nsy

lvan

ia

New

Yo

rk

(In Thousands)

Interstate Migration of Adults with a Bachelor’s Degree or Higher:Change in the Stock of Adults with a Bachelor’s Degree or Higher Minus the Number of Bachelor’s Degrees Awarded (1990 to 2000) – 25 to 64 Year Olds

Source: US Census Bureau, IPEDS Completions Survey

193

167

106

8274

67 6458

4433

21 2015

2 -1

-4 -7 -8 -9 -12 -13 -14 -17 -17 -19-24 -27 -30

-37

-49 -50 -51 -53 -57

-72 -75 -79 -80-88

-93

-109

-120 -124

-138

-173

-281

-380

-51-46

-10

-400

-200

0

200

Flo

rid

a

Geo

rgia

Co

lora

do

New

Jer

sey

Was

hin

gto

n

Ari

zon

a

Nev

ada

No

rth C

aro

lina

Tex

as

Vir

gin

ia

Ore

go

n

Mar

yla

nd

Idah

o

Ala

ska

New

Mex

ico

Wyo

min

g

Ten

nes

see

Min

nes

ota

Haw

aii

Mo

nta

na

So

uth

Car

oli

na

Del

awar

e

Ark

ansa

s

So

uth

Dak

ota

Mai

ne

Ver

mo

nt

New

Ham

psh

ire

Ken

tuck

y

No

rth D

ako

ta

Neb

rask

a

Mis

siss

ipp

i

Kan

sas

Co

nn

ecti

cut

Wes

t V

irgin

ia

Uta

h

Illi

no

is

Rho

de

Isla

nd

Cal

ifo

rnia

Wis

consi

n

Okla

ho

ma

Ala

bam

a

Iow

a

Lo

uis

iana

Mis

souri

Ind

iana

Mic

hig

an

Mas

sach

use

tts

Ohio

Pen

nsy

lvan

ia

New

Yo

rk

(In Thousands)

Page 48: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Ratio of Net Migration of Bachelor’s Degrees to the Number of Bachelor’s Degrees Produced (%) – 1990 to 2000

Source: US Census Bureau, IPEDS Completions Survey

189

63

54

4239

35 34 33

18 18 1611 10

6

-1

-3 -3-6 -8

-16-18 -20 -22 -24

-27 -28-31 -31 -33 -34 -34 -35

-38 -39 -39 -40 -40 -41 -42 -44 -45-50 -52 -52

-60-64 -66

-35-33

-10

-100

0

100

200%N

evad

aG

eorg

iaC

olor

ado

Flo

rida

Ari

zona

Idah

oW

ashi

ngto

nN

ew J

erse

yA

lask

aN

orth

Ore

gon

Vir

gini

aM

aryl

and

Tex

asN

ew M

exic

oT

enne

ssee

Min

neso

taC

alif

orni

aS

outh

Car

olin

aIl

lino

isA

rkan

sas

Ken

tuck

yH

awai

iM

onta

naW

yom

ing

Wis

cons

inM

ichi

gan

Del

awar

eM

aine

New

Ham

pshi

reM

assa

chus

etts

Uta

hK

ansa

sO

hio

Con

nect

icut

Neb

rask

aIn

dian

aM

isso

uri

Ala

bam

aN

ew Y

ork

Sou

th D

akot

aV

erm

ont

Pen

nsyl

vani

aM

issi

ssip

piIo

wa

Lou

isia

naO

klah

oma

Wes

t Vir

gini

aR

hode

Isl

and

Nor

th D

akot

a

Ratio of Net Migration of Bachelor’s Degrees to the Number of Bachelor’s Degrees Produced (%) – 1990 to 2000

Source: US Census Bureau, IPEDS Completions Survey

189

63

54

4239

35 34 33

18 18 1611 10

6

-1

-3 -3-6 -8

-16-18 -20 -22 -24

-27 -28-31 -31 -33 -34 -34 -35

-38 -39 -39 -40 -40 -41 -42 -44 -45-50 -52 -52

-60-64 -66

-35-33

-10

-100

0

100

200%N

evad

aG

eorg

iaC

olor

ado

Flo

rida

Ari

zona

Idah

oW

ashi

ngto

nN

ew J

erse

yA

lask

aN

orth

Ore

gon

Vir

gini

aM

aryl

and

Tex

asN

ew M

exic

oT

enne

ssee

Min

neso

taC

alif

orni

aS

outh

Car

olin

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isA

rkan

sas

Ken

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awai

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Wis

cons

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ichi

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Del

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aine

New

Ham

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assa

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etts

Uta

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Con

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Neb

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Ala

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aN

ew Y

ork

Sou

th D

akot

aV

erm

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Pen

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wa

Lou

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klah

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Wes

t Vir

gini

aR

hode

Isl

and

Nor

th D

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Page 49: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

High ACT (26 or above) and SAT (combined 1200 or above) Scores Per

1,000 HS Graduates - 2003

Page 50: Trends and Comparisons in Higher Education Economics: How has Kentucky Fared? William Hoyt, Acting Director Center for Business & Economic Research Policy

Total R&D Expenditures Per Capita - 2002