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Affirmative Action, Mismatch and College Graduation Rates
Education Writers Association Los Angeles
February 27, 2016
William Kidder Associate Vice Chancellor
UC Riverside [email protected]
1
Themes q Why this matters: B.A. degree production
and the global economy q Black and Latino grad rate gaps at selective
U.S. colleges & universities q Graduation rate studies summarized q Wages/earnings studies q Theory and research behind the educational
benefits of diversity
2
Equity Gaps in Graduation Rates are Relevant to America’s Future in the Global Economy
US and OECD Countries, % of Population with Bachelor’s Degrees or Higher, by age (2012)
3
U.S. rank 30.3%
34.1%
25.9%
34.7%
20.1%
30.5%
16.9%
31.2%
OECD Countries Avg. (34) United States
Age 25-34 Age 35-44 Age 45-54 Age 55-64
12th 5th 2nd 1st
Source: http://nces.ed.gov/programs/digest/d14/tables/dt14_603.20.asp
Black-White Gaps in Graduation Rate at Top 100 U.S. Research Universities
(2003-04 to 2006-07 freshman cohorts combined)
4
-10
-5
0
5
10
15
20
25
30
35
40
Har
vard
Uni
vers
ity
Yale
Uni
vers
ity
Prin
ceto
n U
nive
rsity
M
IT
Uni
vers
ity o
f Chi
cago
D
artm
outh
Col
lege
S
tanf
ord
Was
hing
ton
U. S
t Lou
is
Col
umbi
a U
nive
rsity
B
row
n N
otre
Dam
e P
enns
ylva
nia
Duk
e N
orth
wes
tern
R
ice
Vand
erbi
lt Tu
fts
Geo
rget
own
Cor
nell
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negi
e M
ello
n E
mor
y U
nive
rsity
Jo
hns
Hop
kins
Uni
vers
ity
US
C
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ssel
aer P
oly
UC
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kele
y N
YU
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ase
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tern
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rgin
ia
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rgia
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h U
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hest
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th C
arol
ina
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pel H
ill
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ichi
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or
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and-
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lege
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k G
eorg
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ash.
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iam
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ana-
Cha
m.
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UC
San
Die
go
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lorid
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osto
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cons
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on
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o S
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ustin
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anta
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outh
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awar
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orth
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tral F
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due
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lder
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rst
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ingh
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llino
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th D
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omm
onw
ealth
U
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ston
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eorg
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tate
W
ashi
ngto
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tate
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ona
Ore
gon
Sta
te
Ariz
ona
Sta
te
Mis
siss
ippi
Sta
te
UC
Riv
ersi
de
U. N
ew M
exic
o W
ayne
Sta
te G
ap =
Whi
te m
inus
Bla
ck R
ate
Freshman Selectivity (most selective at left)
Avg. Gap by Quintile
5.4 points 9.8 points 11.8 points 11.1 points 13.7 points
Slight Negative Correlation between Selectivity and Black-White Grad Rate Gaps (500 Colleges)
5 Source: Jonathan Rothwell, Brookings (Dec. 2015)
http://www.brookings.edu/blogs/social-mobility-memos/posts/2015/12/16-scalia-black-students-do-well-top-colleges-rothwell
Latino-White Gaps in Graduation Rate at Top 100 U.S. Research Universities
(2003-04 to 2006-07 freshman cohorts combined)
6
-10
-5
0
5
10
15
20
25
30
35
40
Har
vard
Uni
vers
ity
Yale
Uni
vers
ity
Prin
ceto
n U
nive
rsity
M
IT
Uni
vers
ity o
f Chi
cago
D
artm
outh
Col
lege
S
tanf
ord
Was
hing
ton
U. S
t Lou
is
Col
umbi
a U
nive
rsity
B
row
n N
otre
Dam
e P
enns
ylva
nia
Duk
e N
orth
wes
tern
R
ice
Vand
erbi
lt Tu
fts
Geo
rget
own
Cor
nell
Car
negi
e M
ello
n E
mor
y U
nive
rsity
Jo
hns
Hop
kins
B
rand
eis
Uni
vers
ity
US
C
Ren
ssel
aer P
oly
UC
Ber
kele
y N
YU
Vi
rgin
ia
Geo
rgia
Tec
h U
. Roc
hest
er
Nor
th C
arol
ina
Cha
pel H
ill
Tula
ne
U. M
ichi
gan-
Ann
Arb
or
U. M
aryl
and-
Col
lege
Par
k G
eorg
e W
ash.
U.
U. M
iam
i U
. Illi
nois
Urb
ana-
Cha
m.
UC
LA
UC
San
Die
go
U. F
lorid
a B
osto
n U
. U
. Wis
cons
in-M
adis
on
Ohi
o S
tate
U
. Pitt
sbur
gh
U. M
inne
sota
U
T A
ustin
U
. Geo
rgia
U
. Con
nect
icut
Vi
rgin
ia T
ech
Texa
s A
& M
U
. Was
hing
ton
Sto
ny B
rook
U
C S
anta
Bar
bara
U
. Ten
ness
ee
Pen
n S
tate
U
C D
avis
R
utge
rs
U. S
outh
Car
olin
a U
C Ir
vine
U
. Del
awar
e Fl
orid
a S
tate
N
orth
Car
olin
a S
tate
U
. Okl
ahom
a U
. Cen
tral F
lorid
a In
dian
a U
. M
ichi
gan
Sta
te
U. I
owa
U. M
isso
uri
Pur
due
U. C
olor
ado
Bou
lder
U
. Mas
s A
mhe
rst
Loui
sian
a S
tate
U
C S
anta
Cru
z U
. at B
uffa
lo
Iow
a S
tate
U
. Neb
rask
a U
. Ken
tuck
y U
. Sou
th F
lorid
a S
UN
Y A
lban
y C
olor
ado
Sta
te
U. K
ansa
s U
. Cin
cinn
ati
U. L
ouis
ville
U
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gon
U. U
tah
Mon
tana
Sta
te
U. A
rkan
sas
U. I
llino
is C
hica
go
Virg
inia
Com
mon
wea
lth
U. H
oust
on
Geo
rgia
Sta
te
U. H
awai
i W
ashi
ngto
n S
tate
U
. Ariz
ona
Ore
gon
Sta
te
Ariz
ona
Sta
te
UC
Riv
ersi
de
U. N
ew M
exic
o W
ayne
Sta
te
Gap
= W
hite
min
us L
atin
o R
ates
Freshman Selectivity (most selective at left)
3.4 points 4.8 points 7.9 points 7.9 points 6.6 points
Avg. Gap by Quintile
Literature Disconfirming the Mismatch Hypothesis: College Graduation Rates
1. Review of the literature, some
additional data analysis
2. Compares similar students at different tier
institutions
3. Data set focused on highly selective colleges
4. Data set focused on a particular state system
5. Data set nationally representative/broad in
scope
6. Natural Experiment (or Quasi-Experiment)
7. Used statistical techniques to control for
selection bias
7
2 3 Sigal Alon, Race, Class and Affirmative Action (2015)
7
1 5 William C. Kidder & Richard O. Lempert, The Mismatch Myth in U.S. Higher Education: A Synthesis of the Empirical Evidence at the Law School and Undergraduate Levels, in Uma M. Jayakumar & Liliana M. Garces Eds., Affirmative Action and Racial Equity, 105, 114-22 (2015)
2 5 Eleanor Wiske Dillon & Jeffrey Andrew Smith, The Consequences of Academic Match between Students and Colleges (May 2015), IZA discussion paper available at http://ftp.iza.org/dp9080.pdf
1 5 William C. Kidder & Angela Onwuachi-Willig, Still Hazy After All These Years: The Data and Theory Behind “Mismatch,” 92 Texas L. Rev. 895, 897-921 (2014)
2 5 Peter Hinrichs, Affirmative Action Bans and College Graduation Rates, 42 Econ. Educ. Rev 43 (2014)
2 4 Peter Arcidiacono & Cory Koedel, Race and College Success: Evidence from Missouri, 6 Am. Econ. J.: Applied Econ. 20 (2014)
Mismatch Literature & Grad Rates Cont.
8
6 4 Michal Kurlaender & Eric Grodsky, Mismatch and the Paternalistic Justification for Selective College Admissions, 86 Soc. Educ. 294, 305-07 (2013)
2 3 Joanne W. Golann et al., Does the “Mismatch Hypothesis” Apply to Hispanic Students at Selective Colleges?, in The Education of the Hispanic Population: Selected Essays at 209, 222-23 (Billie Gastic & Richard R. Verdugo eds., 2013)
2 5 Ben Backes, Do Affirmative Action Bans Lower Minority College Enrollment and Attainment? Evidence from Statewide Bans, 47 J. Hum. Resources 435, 437 (2012)
6 4 Kalena E. Cortes, Do Bans on Affirmative Action Hurt Minority Students? Evidence from the Texas Top 10% Plan, 29 Econ. Educ. Rev. 1110, 1111 (2010)
4 Tongshan Chang & Heather Rose, A Portrait of Underrepresented Minorities at the University of California, 1994–2008, in Equal Opportunity in Higher Education: The Past and Future of California’s Proposition 209, at 83, 98-99 (Eric Grodsky & Michal Kurlaender eds., 2010)
2 5 William G. Bowen et al., Crossing the Finish Line: Completing College at America’s Public Universities 12–16, 227–28 (2009)
2 3 Thomas J. Espenshade & Alexandria Walton Radford, No Longer Separate, Not Yet Equal: Race and Class in Elite College Admission and Campus Life 245 (2009)
2 5 Tatiana Melguizo, Quality Matters: Assessing the Impact of Attending More Selective Institutions on College Completion Rates of Minorities, 49 Res. Higher Educ. 214, 216–17, 223, 232 (2008)
7
2 3 Mario L. Small & Christopher Winship, Black Students’ Graduation from Elite Colleges: Institutional Characteristics and Between-Institution Differences, 36 Soc. Sci. Res. 1257, 1258, 1272 (2007)
2 3 Mary J. Fischer & Douglas S. Massey, The Effects of Affirmative Action in Higher Education, 36 Soc. Sci. Res. 531, 534 (2007)
2 3 Douglas S. Massey & Margarita Mooney, The Effects of America’s Three Affirmative Action Programs on Academic Performance, 54 Soc. Probs. 99, 114 (2007)
1 Harry J. Holzer & David Neumark, Affirmative Action: What Do We Know? 25 J. Pol’y Analysis & Mgmt. 463, 479 (2006)
2 4 Yuqin Gong, Ill. Educ. Research Council, The Divergence of the River: Examining the Effect of Academic “Mismatch” on College Student’s Early Attrition (2006), available at http://www.siue.edu/ierc/presentations/pdf/Mismatch2006Symp.pdf
2 3 Sigal Alon & Marta Tienda, Assessing the “Mismatch” Hypothesis: Differences in College Graduation Rates by Institutional Selectivity, 78 Soc. Educ. 294, 296 (2005)
7
2 3 William G. Bowen & Derek Bok, The Shape of the River (1998)
2 5 Thomas J. Kane, Racial and Ethnic Preferences in College Admissions, in The Black-White Test Score Gap 431, 445–47 (Christopher Jencks & Meredith Phillips eds., 1998)
Studies of Earnings/Wages Tend Not to Support Mismatch Hypothesis
• Dale & Krueger, 2015 • Dillon & Smith, 2015 • Eide, Hilmer & Showalter, 2016 • Andrews et al., 2012 • Long, 2010 • Daniel et al., 2001 • Monks, 2000 • Hoekstra, 2009 (*only studied white males) • HBCUs: Fryer & Greenstone, 2010; Ehrenberg et
al., 1999; Kane, 1998 9
Cognitive Benefits of Racial Diversity in Higher Education (Simplified Model)
10
College Diversity
Experiences (classroom and
informal)
Effortful Disequilibrium Discrepancies w/ prior views
Adapted from Bowman (2010)
Research on Benefits of Diversity (AERA et al. Fisher briefs, 2012, 2015)
q Reduces prejudice and enhances empathy between groups (Pettigrew & Tropp 2006 and 2008), cross-racial understanding (Denson & Chang, 2015; Denson ’09) and cross-group friendships (Davies et al. ’11)
q Improved cognitive skills and critical thinking (Bowman 2010; Hurtado 2005; Chang et al. 2006; Antonio et al. 2004)
q Civic engagement and pluralistic orientation (Engberg & Hurtado 2011; Bowman 2011; Gurin et al 2004) and workforce leadership skills (Jayakumar 2008; Bowman et al. 2011) 11
Campus Racial Climate Matters
African Americans and Latinos Perceive Students of their Race/ Ethnicity are Less Respected at Research U’s with Lesser Diversity
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
AA
U #
1 '1
1 A
AU
#2
'09
AA
U #
2 '1
1 U
CM
'12
U
CR
'08
UC
R '1
0 U
CR
'12
UT
Aus
tin '1
0 U
T A
ustin
'11
UC
B '0
8 U
CB
'10
UC
B '1
2 U
CD
'08
UC
D '1
0 U
CD
'12
UC
I '08
U
CI '
10
UC
I '12
U
CLA
'08
UC
LA '1
0 U
CLA
'12
UC
SB
'08
UC
SB
'10
UC
SB
'12
UC
SC
'08
UC
SC
'10
UC
SC
'12
UC
SD
'08
UC
SD
'10
UC
SD
'12
African Am -- Strongly Agree African Am -- Agree African Am -- Somewhat Agree
59.0% avg.
79.9% avg.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
AA
U #
1 '1
1 A
AU
#2
'09
AA
U #
2 '1
1 U
CM
'12
U
CR
'08
UC
R '1
0 U
CR
'12
UT
Aus
tin '1
0 U
T A
ustin
'11
UC
B '0
8 U
CB
'10
UC
B '1
2 U
CD
'08
UC
D '1
0 U
CD
'12
UC
I '08
U
CI '
10
UC
I '12
U
CLA
'08
UC
LA '1
0 U
CLA
'12
UC
SB
'08
UC
SB
'10
UC
SB
'12
UC
SC
'08
UC
SC
'10
UC
SC
'12
UC
SD
'08
UC
SD
'10
UC
SD
'12
Latino -- Strongly Agree Latino -- Agree Latino -- Somewhat Agree
92.4% avg. 77.7% avg.
13
Kidder & Onwuachi-Willig, Texas Law Review (2014)