diversity update 2013 october 2013
TRANSCRIPT
Diversity Update 2013
October 2013
http://apir.wisc.edu/diversity-forum.htm
This section includes information on:• Demographic variables and how they are
collected and reported
Demographic Variables and Reporting
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
Demographic Variables for Analysis
This presentation is limited to variables for which we have quantitative information, including: Race/ethnicity Income level First-generation in college Gender Geographic diversity Information is not systematically available for all groupsthat are important to inclusive excellence.
http://apir.wisc.edu/diversity.htm
Race/Ethnic Categories: Students
Continued terminology from Plan 2008
Includes all Asians, useful for national peer comparisons.
• Targeted Minorities include:» African American» Native American» Hispanic/Latino/a» Southeast Asian
(Cambodians, Laotians, Vietnamese, and Hmong)
• Minorities include:» Targeted Minority
categories» Other Asians» Native Hawaiians
Students self-report their race/ethnicity at the time of application.http://apir.wisc.edu/diversity.htm
International students are not counted in any of these collections, in keeping with state/federal guidelines.
Race/Ethnicity Reportinghttp://apir.wisc.edu/diversity.htmReporting Methodologies for Race/Ethnicity Information
The relatively new ability to indicate multiple race/ethnic values results in a much richer picture of student diversity but data reporting is more complicated. To deal with these complexities, methodology options for data reporting have emerged . The method that is most appropriate depends on for what purpose the data will be used. The table below describes the features of each method and shows how the methods are similar and different from each other. Subsequent slides in this presentation use the Primary reporting methodology.
Reporting Feature Primary Federal Count All
Results in single count of students P P
Prioritizes Hispanic/Latina(a) over other values P
Creates new categories that are not reported by students themselves P
Displays race/ethnic values only for domestic (non international) students P P P
Displays ALL students who indicate a particularrace/ethnicity P
Prioritizes some race/ethnicities over others P P
Used in external data reporting and rankings P
This section includes information on:• Enrollment
– Undergraduate– Graduate– Professional– School/College– Peer comparisons
Includes breakouts by race/ethnicity, gender, geography
Enrollment
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
From 2004 to 2013 4.7 percentage
point increase in Minority Enrollment
3 percentage point increase in Targeted Minority Enrollment
Indicator 1: Percent Enrollment of MinorityUndergraduate Students
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). Minorities include targeted minorities as well as Other Asians and Native Hawaiians. International students are not counted for targeted minority calculations.
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.74 76 78 80 82 84 86 88 90 92 94 96 98 00 02 04 06 08 10 120
2
4
6
8
10
12
14
16
18
Revised Race/Ethnic Categories
Southeast Asian Collection BeginsRace/Ethnicity Collection Be-gins
Minority Students, 15.4%
Targeted Mi-nority Students,
10.1%
Indicator 2: Percent Enrollment of Targeted Minority Undergraduate Students by Race/Ethnicity
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
http://apir.wisc.edu/diversity.htm
From 2004 to 2013: Increases in undergraduate
enrollment in all race/ethnic
categories 3.0 percentage
point increase in undergraduate
targeted minority enrollment
International Students: 7.3% of
Undergraduate Enrollment
2013 data is preliminary.
2004 2005 2006 2007 2008 2009 2010 2011 2012 20130%
2%
4%
6%
8%
10%
12%
2.4% 2.5% 2.7% 2.9% 2.9% 3.0% 2.8% 2.8% 2.7% 2.8%
1.4% 1.6% 1.7% 1.8% 1.8% 1.9% 1.9% 1.8% 1.8% 1.9%0.6% 0.6% 0.6%
0.7% 0.7%0.8% 0.9% 1.0% 0.9% 0.9%
2.6%2.8%
3.1%3.3% 3.6%
3.8% 3.9% 4.3% 4.4% 4.5%
% o
f Tot
al U
nder
grad
uate
s
Hispanic/ Latino/a
Native American
SE Asian
African American
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
2004 2005 2006 2007 2008 2009 2010 2011 2012 20130%
2%
4%
6%
8%
10%
12%
2.7% 2.9% 3.3% 3.0% 2.6% 3.0% 2.6% 2.8% 2.3%3.0%
1.9% 1.9%2.0% 2.2%
1.6%2.2%
2.2% 2.0%1.6%
2.1%
0.8% 0.6%0.6% 0.9%
0.9%
1.2%1.0% 1.0%
0.8%
0.9%
3.3% 3.4%3.7% 3.7%
4.2%
4.7%
3.7%
5.2%
4.3%
4.7%
% o
f Tot
al F
irst Y
ear U
nder
grad
uate
s
Hispanic/ Latino/a
Native American
SE Asian
African American
From 2004 to 2013: 2 percentage
point increase in first-year undergraduate targeted minority enrollment
Indicator 2 Detail: Percent Enrollment of First-Year Targeted Minority Undergraduates, by Race/Ethnicity
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
Percent Enrollment of Targeted Minority Undergraduates
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
• 10.1% of all undergraduates are targeted minorities.
• 10.4% of new students (new freshmen + new transfers) are targeted minorities.
All Undergraduates
New Undergraduates2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
0
2
4
6
8
10
12
7.1 7.5 8.0 8.6 9.0 9.7 9.5 9.9 9.9 10.1
2004 2005 2006 2007 2008 2009 2010 2011 2012 20130
2
4
6
8
10
12
8.1 8.1 8.8 9.3 8.910.2
9.110.7
8.810.4
• In 2013, the College of Letters and Science has the largest number of undergraduate targeted minority students enrolled.
• The School of Human Ecology has the largest percentage of undergraduate targeted minority students enrolled, with 14 percent of SoHE students identifying as targeted minorities.
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
http://apir.wisc.edu/diversity.htm
Percent Targeted Minority Enrollment by School/College: Undergraduates, Fall 2013
2013 data is preliminary.
10% 10%
6%
12%
8%
14%
11% 11%
2%
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
TOTAL CALS Business Education Engineering SoHE L&S Nursing Pharmacy
% o
f Und
ergr
adua
te En
rollm
ent
N=2,989 N=338
N=129
N=213
N=336
N=110
N=1,776 N=86
N=<5
Percent of Undergraduates who are Minorities at AAU Public Institutions, Fall 2011
Average Percent Minority for AAU Public Institutions: 29%
4 AAU Public Institutions have a lower percent of minority students than UW-Madison.
7 AAU Public Institutions have a smaller number of minority students than UW-Madison.
Peer Enrollments by Minority Status
http://apir.wisc.edu/diversity.htm
Source: IPEDS Fall Enrollment, Fall 2011
80%
Iowa State
Purdue
Wisconsin
Ohio State
Penn State
Michigan State
Minnesota
Michigan
Texas A&M
Illinois
Georgia Tech
Florida
Washington
Texas
UC-Santa Barbara
UCLA
UC-San Diego
0% 20% 40% 60% 80%
Percent of Undergraduates
N=15,907N=14,913
N=14,805N=15,723
N=14,209N= 9,017N=14,602
N=16,871N=6,556
N=10,874N=9,883N=11,959N=10,927
N=4,236N=5,129N=8,946N=4,098N=10,873
N=4,910N=6,515
N=3,798N=5,621
N=4,587N=6,213N=3,026N=6,264N=3,163N=6,756
N=3,779N=4,152N=4,543N=4,256N=2,531
N=2,499
Undergraduate Enrollment Comparisons
http://apir.wisc.edu/diversity.htm
• UW-Madison enrolled 2,834 targeted minority undergraduates (Fall 2011)
• There are 2,792 institutions in the United States that grant bachelor’s degrees. Of these, only 824 (30%) have more total undergraduates enrolled than UW-Madison has targeted minority undergraduates enrolled
• There are 64 institutions in Wisconsin that grant bachelor’s degrees. Of these, only 19 (30%) have more total undergraduates enrolled than UW-Madison has targeted minority students enrolled
UW-Madison educates relatively large numbers of minority students
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
-2%
0%
2%
4%
6%
8%
10%
12%
2.2% 2.1% 2.3% 2.5% 2.7% 2.7% 2.6% 2.7% 2.8% 2.7%
0.3% 0.5% 0.6% 0.7% 0.7% 0.8% 0.9% 1.0% 1.0% 0.9%0.4% 0.5%
0.6% 0.7% 0.8% 1.0% 1.0% 1.0% 1.0% 1.0%2.5% 2.7%2.8% 2.9% 2.9%
3.2% 3.5% 3.7% 4.0% 4.4%
% o
f Tot
al G
radu
ate
Stud
ent E
nrol
lmen
t
Hispanic/ Latino/a
Native AmericanSE Asian
African American
Indicator 3: Percent Enrollment of Targeted Minority Graduate Students, by Race/Ethnicity
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
From 2004 to 2013: Increases in
graduate student enrollment in all race/ethnic categories
3.5 percentage point increase in graduate targeted minority enrollment
International students make up 27.1% of graduate enrollment
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
From 2004 to 2013: Enrollments of
targeted minority students ranged from a low of 8% (2013) and a high of 11% (2008)
International students make up 4.3% of professional student enrollment
Indicator 4: Percent Enrollment of Targeted Minority Professional Students, by Race/Ethnicity
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.Professional: DVM, MD, PharmD, Law, PA, MPH, DPT
2004 2005 2006 2007 2008 2009 2010 2011 2012 20130%
2%
4%
6%
8%
10%
12%
3.4% 3.9% 4.0% 4.4% 4.5% 4.1% 4.2% 4.2% 4.3% 3.7%
0.4%0.7% 0.9%
1.3% 1.6%1.6% 1.3% 1.2% 0.7%
0.5%1.0%
0.9%1.1%
1.2%1.3%
1.2% 1.0% 1.0% 1.0%
1.0%
4.1%3.5%
3.6%
3.7%3.7%
3.4%3.4% 3.3%
2.9%
2.8%
% o
f Tot
al p
rofe
ssio
nal S
tude
nt E
nrol
lmen
t
Hispanic/ Latino/a
Native Ameri-canSE Asian
African American
9% 9%
7%
18%
6%
16%
5%
8%
12%
9%
12%
8%
6%
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
Total CALS Business Educ. Eng. SoHE Nelson L&S Law SMPH Nursing Pharm. Vet Med
% o
f Tot
al G
rad/
Prof
Col
lege
Enr
ollm
ent
N=1,047 N=80
N=38
N=192
N=92
N=11
N=8
N=317
N=89
N=134
N=13
N=47
N=24
Targeted Minority Enrollment by School/College:Graduate/Professional Programs, Fall 2013
Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
http://apir.wisc.edu/diversity.htm
Fall 2013• The School of
Education has the largest
percentage of targeted minority graduate students
(18%).
2013 data is preliminary.
2004 2005 2006 2007 2008 2009 2010 2011 2012 201302468
1012141618
12.811.6 11.5 12.2 11.7
14.717.0 16.0 15.8
14.6
Indicator 5: Percent Enrollment of Pell Grant Recipients (Undergraduates)
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
• 14.6% of all undergraduates are Pell Grant recipients.
• 14.8% of new students (new freshmen + new transfers) are Pell Grant recipients.
All Undergraduates
New Undergraduates
2004 2005 2006 2007 2008 2009 2010 2011 2012 201302468
1012141618
12.510.7 11.4 11.7 11.1
14.116 16.5
14.8 14.8
VirginiaMichigan
WisconsinColorado
Penn StateIowa
PittsburghIndianaIllinois
MarylandNorth Carolina
NebraskaPurdue
Texas A & MKansas
MissouriMinnesotaIowa State
OregonWashington
Michigan StateTexas
Ohio StateRutgersFloridaBuffaloArizona
UC-BerkeleyStony Brook
UCLAUC-Santa Barbara
UC-IrvineUC-Davis
UC-San Diego
0 10 20 30 40 50
N = 1,956N = 4,436N = 4,921
N = 4,695N = 7,405N = 4,086N = 3,504N = 6,487N = 6,437N = 5,302N = 3,775N = 4,046N = 7,183N = 8,434N = 4,482N = 5,374
N = 8,090N = 5,741N = 4,977N = 7,406N = 9,250N = 10,236N = 11,854N = 8,679N = 9,857N = 5,971N = 9,679
N = 8,798N = 5,774N = 9,417N = 6,842N = 8,051
N = 10,207N = 10,910
Percent of Undergraduates
Percent of Undergraduates who were Pell Recipients at AAU Public Institutions, 2010-11
Average percent pell recipients for AAU public institutions: 26%
2 AAU public institutions have a lower or equal percent of Pell recipients than UW-Madison.
8 AAU public institutions have a lower number of Pell recipients than UW-Madison.
Peer Enrollments of Pell Grant Recipients
Source: IPEDS Student Financial Aid Data, 2010-11http://apir.wisc.edu/diversity.htm
50%
Pell Grants are federally funded grants for students with high financial need. This indicator is a proxy for low income student enrollments.
2005 2006 2007 2008 2009 2010 2011 2012 20130
5
10
15
20
25
8.1
13.3
17.620.8 22.3 22.1 21.8 20.8 20.2 • Data on first-
generation status is collected at the time of application.
• Question first asked in 2005.
• 20.1% of New Students (New Freshmen + New Transfers) are first-generation students.
Indicator 6: Percent Enrollment of First-Generation Students (Undergraduates)
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
All Undergraduates
New Undergraduates
Accumulating Data
2005 2006 2007 2008 2009 2010 2011 2012 20130
5
10
15
20
25
21.9 23.0 23.4 22.9 23.121.4 21.9
18.9 20.1
Indicator 7: Percent UndergraduateEnrollment by Gender, Fall 2013
http://apir.wisc.edu/diversity.htm
2013 data is preliminary.
Women
Men
Women havecomprised morethan half ofundergraduateenrollment since1996.
2004 2005 2006 2007 2008 2009 2010 2011 2012 201342%
44%
46%
48%
50%
52%
54%
56%
51.2%
48.8%
Women as a Percentage of Total Undergraduate Enrollment, by School/College, Fall 2013
http://apir.wisc.edu/diversity.htm
Fall 2013• Nursing has the
highest percent of women
undergraduates enrolled (89%)
and Engineering has the lowest percent (21%)
2013 data is preliminary.
51%
61%
41%
72%
21%
81%
53%
89%
44%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
TOTAL CALS Business Education Engineering SoHE L&S Nursing Pharmacy
2004 2005 2006 2007 2008 2009 2010 2011 2012 201342%
44%
46%
48%
50%
52%
54%
56%
49.9%
50.1%
Women comprised more
than half ofgraduate/
professionalenrollment from
2004-2012.
Indicator 8: Percent Graduate/ProfessionalEnrollment by Gender, Fall 2013
http://apir.wisc.edu/diversity.htm
Women
Men
2013 data is preliminary.
Women as a Percentage of Total Grad/Professional Enrollment, by School/College, Fall 2013
http://apir.wisc.edu/diversity.htm
Fall 2013• Nursing has the highest percent of
women enrolled in a graduate or
professional program, while
Engineering has the lowest percent
of women enrolled.
2013 data is preliminary.
50% 52%
37%
69%
20%
84%
59%
53%
44%
52%
91%
60%
73%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Total CALS Business Educ. Eng. SoHE Nelson L&S Law SMPH Nurs. Pharm. Vet Med
Enrollments by WI CountyHome County of UW-Madison Undergraduate Students (Wisconsin Residents)
http://apir.wisc.edu/diversity.htm
Among the 72 Wisconsin counties, each is represented by at least 5 undergraduate students in Fall 2013.
Red: More than 4% of resident undergraduates from countyBlack: Between 2% and 4% of resident undergraduates from countyLight Gray: Less than 2% (but at least five students) of resident undergraduates from county
This section includes information on:• Undergraduate Pipeline and Access• Diversity Programs
Undergraduate Access and Pipeline
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
Undergraduate Enrollment Pipeline
The population in high school serves as a major pool for UW-Madison undergraduates• We can estimate the pipeline for several groups
– Minority Students– Low-Income (Pell or Free/Reduced Lunch)– First-Generation Students– Rural students
Pipelinehttp://apir.wisc.edu/diversity.htm
UW-Madison Enrolled
UW-Madison Admits
UW-Madison Applicants
Population 13-17"Potential"* First
Generation Students
0% 10% 20% 30% 40% 50% 60% 70% 80%Percent of Group Total
Wisconsin's First-Generation College-Going Recruiting Pool
(291,312 of 386,920)
(1,862 of 7,564)
(1,287 of 5,860)
(902 of 3,843)
No data available on graduation rates or academic achievement by parental education levels within Wisconsin
Pipeline: First Generation
*“Potential” First Generation Students does not imply any level of academic achievement, school enrollment, or preparedness. This estimate reflects the population 13-17 with no parent/guardian in the household with a Bachelor’s Degree. Sources: Overall WI Population (U.S. Census Bureau, American Community Survey, 2005-2007 Estimates), Potential First Generation Students (“Parental Education and College Participation Rates in Wisconsin”, Sara Lazenby, August 2009), 2010 US Census Data, Applicants, Admits, and Enrolls for 2013-14 School Year
An estimated 75% of 13-17 year old Wisconsin residents live in households where no parent/guardian holds a bachelor’s degree.
Approximately 24% of UW-Madison Resident New Freshman are first-generation students.
We do not have a reliable data source on high school graduation or college preparedness by parental education levels for Wisconsin residents.
http://apir.wisc.edu/diversity.htm
0% 10% 20% 30% 40% 50% 60% 70% 80%Percent of Group Total
Wisconsin's Low-Income Recruiting Pool
(92,142 of 261,179)
(15,484 of 60,454)
No Data Available on Low-Income Status of UW-Madison Applicants or Admits
(668 of 3,837)
Economically Disadvantaged High School Public School Students
Economically Disadvantaged Public High School Graduates
UW-Madison Enrolled
Pipeline: Low Income
“Economically Disadvantaged” represents those students who are eligible for free/reduced lunch.Sources: Wisconsin DPI WINSS, 2012-13 Enrollment by Student Group, Completions by Student GroupUW-Madison Data based on Fall 2013
• 35% of Public K-12 students in Wisconsin are Economically Disadvantaged (2012-11)
• 26% of Public High School Graduates are Economically Disadvantaged (2012)
• We have no reliable information on income of applicant students, all data based on financial aid applications
• 17% of Resident New Freshmen are Pell Grant Recipients
http://apir.wisc.edu/diversity.htm
UW-Madison Enrolled
UW-Madison Admits
UW-Madison Applicants
"Well-Prepared" Minority Public High
School Graduates
Minority Public High School Graduates
Minority Public High School Students
0% 10% 20% 30% 40% 50% 60% 70% 80%Percent of Group Total
Wisconsin's Minority Recruiting Pool
(290,550 of 385,907)
(1,303 of 7,564)
(879 of 5,860)
(601 of 3,837)
(693 of 12,695)
(11,546 of 60,454)
(57,874 of 261,179)
Pipeline: Minority
• 22% of Public High School students in Wisconsin are minority students(2012-13)
• 19% of Public High School Graduates are minority students (2012)
• 16% of Resident New Freshmen are minority students (2013)
http://apir.wisc.edu/diversity.htm
“Well-prepared” high school graduates are in the top quartile of their graduating classes and score at least 22 (WI Average) on the ACT (or equivalent SAT score). The ACT is only one of many academic factors considered in the admissions process.
23
23
21
30
50
77
77
79
70
50
Percent of Enrolled Freshmen
Percent of Freshmen Admits
Percent of Freshmen Applicants
Percent of 12th Graders
Percent of High Schools
Percent Rural, by Pipeline Step Not Rural Rural
Pipeline: Rural
• While over half of WI high schools are considered rural, only 30% of 12th graders attend a rural high school.
• Rural high school students apply at lower rates than other students
• Once they apply, rural students are admitted and enroll at rates proportional to their application rate.
Source: High School Characteristics and Early Academic Performance at UW-Madison, Clare Huhn, APIR.
http://apir.wisc.edu/diversity.htm
Applicants, Admits, and Enrolls,New Freshmen, Fall 2013
• Wisconsin residents are the most likely applicants to be admitted and are most likely to enroll compared to other groups.
http://apir.wisc.edu/diversity.htm
Total Applicants
% Admitted
% Enrolled/ Yield Rate
Overall 29,675 51.1 41.8
Male 14,808 47.6 43.4Female 14,867 54.5 40.4
Resident 7,564 77.5 65.5Domestic Non-Res. 12,938 48.1 22.9
International 6,006 24.0 27.2
Targeted Minorities 3,233 48.4 43.7Total Minority 5,461 50.7 36.8
First Generation 4,361 50.4 52.8
Applicants, Admits, and Enrolls, Transfer Students, Fall 2013
• One reason for low admit rates for transfer applicants is that many applicants do not meet the minimum requirements for admission
• Wisconsin residents are the most likely applicants to be admitted and are most likely to enroll compared to other groups.
http://apir.wisc.edu/diversity.htm
Total Applicants
% Admitted
% Enrolled/ Yield Rate
Overall 4,453 39.8 61.3
Male 2,293 38.3 61.2Female 2,160 41.3 61.5
Resident 2,053 52.3 74.6Domestic Non-Res. 982 32.0 30.6
International 1,198 25.8 46.0
Targeted Minorities 418 31.8 64.7Total Minority 593 35.2 60.3
First Generation 1,160 41.6 68.9
Diversity Programs
Programs that increase access and success for underrepresented populations on campus and are centrally coordinated.• Programs with a Pre-College Component
– PEOPLE– POSSE
• Student Support Programs– CEO (formerly TRIO)– Academic Advancement Program– Pathways
• Scholarship Programs– Chancellor’s Scholars– Powers/Knapp– First Wave
Academic Excellence Communitieshttp://apir.wisc.edu/diversity.htm
Fall 2013 Undergraduate Participation in Academic Excellence Communities
*Targeted Minorities include African American, Native American, Hispanic/Latino/a, Southeast Asian (Cambodians, Laotians, Vietnamese, and Hmong). International students are not counted within the targeted minority categories.
Academic Excellence Community
Total Participants
Targeted Minority* Male Wisconsin
ResidentFirst
GenerationPell Grant
Eligible
Academic Advancement Program (AAP)
282 95% 45% 73% 29% 43%
Center for EducationalOpportunity (CEO) 440 88% 40% 72% 92% 79%
PEOPLE 325 86% 46% 96% 56% 58%
Posse 157 83% 48% 0% 62% 51%
First Wave 61 77% 43% 20% 59% 54%
Chancellor’s Scholar Program 203 99% 37% 62% 30% 23%
Powers/KnappProgram 174 99% 40% 84% 52% 46%
Pathways 79 91% 59% 61% 19% 23%
All Undergraduates 29,119 10% 48% 62% 21% 15%
http://apir.wisc.edu/diversity.htm
Impact of PEOPLE and POSSE on Freshmen Enrollment
Targeted Minority New Freshmen Fall 20132013 New Freshmen (684)
Non-Residents(264)
WI Residents(420)
Illinois(98)
POSSE (11) Milwaukee(103)
PEOPLE (23)
Other (87) Other (80)
Minnesota(48)
Dane(59)
PEOPLE (34)
Other (25)
California(32)
POSSE (8) Waukesha(35)
PEOPLE (4)
Other (24) Other (31)
DC/Maryland/VA(20)
POSSE (13) Kenosha(14)
PEOPLE (2)
Other (7) Other (12)
New York(15)
POSSE (5) Marathon(14)Other (10)
Other States(51)
Racine(12)
PEOPLE (2)
Other (12)
Other Counties(183)
PEOPLE (3)
Other (180)
http://apir.wisc.edu/diversity.htm
This section includes information on progress to degree measures including
• Retention and graduation rates• Time to degree • Peer comparisons
Undergraduate Progress to Degreehttp://apir.wisc.edu/diversity.htm
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
40
50
60
70
80
90
100
Year of Cohort Entrance
Perc
ent
Gra
duat
ed
Retention and Graduation
http://apir.wisc.edu/diversity.htm
14 percentage pointGraduation Rate gap
1.5 percentage point First-Year Retention Rate gap
All Students: 95%
All Students: 84%
Targeted Minority Students: 70%
Targeted Minority Students: 94%
Closing the Achievement Gap in Graduation Rates at UW-Madison(percent graduated within 6 years)
Closing the Achievement Gap in Retention Rates at UW-Madison (percent retained to the second year)
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
70
80
90
100
Year of Cohort Entrance
Perc
ent
Reta
ined
Summary of Retention and Graduation Rates by Student Group
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
1-Year Retention Rate % Difference 6-Year Graduation
Rate % Difference
All New Freshmen 95.1 - 83.7 -Women 95.3 +0.2 85.2 1.5
Men 94.9 -0.2 82.0 -1.7Targeted Minority 93.6 -1.5 69.8 -13.9
Non-Targeted 95.3 +0.2 85.3 1.6African American 96.1 1.0 68.1 15.6Native American 87.5 -7.6 63.6 -20.1
Hispanic/Latino/a 93.4 -1.7 76.6 -7.1South East Asian 96.8 1.7 63.4 -20.3
Non-Targeted Asian 94.0 -1.1 80.1 -3.6International 95.2 0.2 74.3 -9.1
Wisconsin Residents 95.2 0.1 83.9 0.2Non-Residents 95.0 -0.1 82.5 -1.2
First-Generation College Students 92.5 -2.6 77.1 -6.6Freshmen Recipients of Pell Grants 94.3 -0.8 73.3 -10.4
FIGs 95.4 0.3 84.6 0.9Targeted Minority in FIGs 92.6 -2.1 67.4 -15.7
Note: 1-Year Retention Rate for 2012 Cohort, 6-Year Graduation Rate for 2007 Cohort
Summary of Retention and Graduation Rates by Student Group
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
Summary of Retention and Graduation Rates by Student Group
1-Year Retention Rate % Difference 6-Year Graduation
Rate % Difference
All New Freshmen 95.1 - 83.7 -Targeted Minority 93.6 -1.5 69.8 -13.9
PEOPLE 95.9 0.8 62.8 -20.9POSSE 100 4.9 90.9 7.2
Chancellor's Scholars 98.2 3.1 88.7 5.0Powers/Knapp Scholars 100 4.9 66.7 -17.0
AAP Participants 96.8 1.7 62.2 -21.5First Wave* 87.5 7.6 80.0 -3.7Pathways* 98.0 2.9
CEO*
Note: 1-Year Retention Rate for 2012 Cohort, 6-Year Graduation Rate for 2006 Cohort
*Retention/Graduation Rates not yet available for CEO. Graduation Rates not yet available for Pathways;
Graduation Rates of Targeted Minorities by Participation in an Academic Excellence Program
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
All Students
Targeted Minorities in an Academic Excellence Program
Targeted Minorities not in an Academic Excellence Program
All Targeted Minorities
*Academic Excellence Programs do not include programs coordinated by Schools/Colleges
1998 1999 2000 2001 2002 2003 2004 2005 2006 200750
60
70
80
90
100
Retention and Graduation Rates, by Gender and Race/Ethnicity
http://apir.wisc.edu/diversity.htm
Retained to Second Year (Men)
Retained to Second Year (Women)
Graduated in Six Years (Men)
Graduated in Six Years (Women)
0
10
20
30
40
50
60
70
80
90
100
UW-Madison Retention and Graduation Rates By Gender and Race/Ethnicity
All Students White Asian/Pacific Islander Hispanic Black American Indian/Alaskan Native
Perc
ent
Source: UW-Madison CSRDE Submission; 3-Year Average of Rates from 2004-2006, SL, APIR, October 2013
Ari
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Kans
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and
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Illin
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-20.0
-15.0
-10.0
-5.0
0.0
5.0
10.0
Perc
enta
ge P
oint
Gap
Percentage Point Graduation Gap of Fall 2003-2005 Entrance Cohorts, Selected AAU Institutions
Selected Institutions, CSRDE data, sorted from lowest to highest overall graduation rates.
• Average graduation gap among AAU institutions is 1.2% (was 9.1% for 2002-2004 cohorts)
• Gap at UW-Madison is 10.5 percent, Compared to 17.1% for 2002-2004 cohorts.
http://apir.wisc.edu/diversity.htm
This section includes information on • Participation in the Wisconsin
Experience• Student’s perception of their
learning experience
Bachelor’s Degree Holdershttp://apir.wisc.edu/diversity.htm
• “Wisconsin Experience” captures four inquiry-based high-impact practices and includes:– Substantial research experiences that
generate knowledge and analytical skills
– Global and cultural competencies and engagement
– Leadership and activism opportunities– Application of knowledge in the “real
world”• In 2011-12, 88% of bachelor’s degree
recipients participated in at least one Wisconsin Experience Program
• Targeted minority graduates were slightly more likely to have completed at least one Wisconsin Experience activity.
Wisconsin Experience
Equity in Educational Outcomes
http://apir.wisc.edu/diversity.htm
88% 91%
0
20
40
60
80
100
Percent of Graduates with at Least One Wisconsin Experience Activity
All Graduates Targeted Minority Graduates
Updated information is available annually in November.
Wisconsin Experience
Equity in Educational Outcomes
• In 2011-12 targeted minority students were slightly more likely to have completed a Wisconsin Experience activity.
http://apir.wisc.edu/diversity.htm
Updated information is available annually in November.
Percent of Bachelor’s Degree Recipients Who Participated in a Wisconsin Experience Activity
Total CALS Business Education Engineering SoHE L&S Nursing
88100
80
9685
9786
10091
100
8597
8497
89100
Non-Targeted Targeted
Wisconsin Experience
Equity in Educational Outcomes
• Transfer-start graduates participated in Wisconsin Experience activities at lower rates (80%) than freshman-start graduates (91%).
http://apir.wisc.edu/diversity.htm
Percent of Bachelor’s Degree Recipients Who Participated in a Wisconsin Experience Activity
Total CALS Business Education Engineering SoHE L&S Nursing
91100
8496
8798
90100
80
100
63
95
79
94
73
100
Freshman-Start Transfer-Start
Post-Graduation Plans – at Graduation“How able were/are you to …”(Targeted Minorities and Non-Targeted Students)
http://apir.wisc.edu/diversity.htm
Learn on your ownApply skills and knowledge of your chosen major(s)
Find, organize, and evaluate information from multiple sources
Draw conclusions after weighing evidence, facts, and ideas
Develop a personal code of ethics and values
Empathize w/ind. differences based on culture, ethnicity, disability or sexual orientation
Write Effectively
Apply knowledge and skills in real world settings
Use computers and electronic technologyUnderstand that science is relevant to everyday life
Lead others effectively
Work collaboratively in groups
Speak Effectively
Understand culture and society within the United States
Contribute to the welfare of others
Understand cultures and societies outside of the United States
Appreciate the arts such as literature, music, and fine arts
Communicate in a language other than English
1
2
3
4
5
Targeted Minority Graduates Non-Targeted Graduates
Post-Graduation Plans – at Graduation“How able were/are you to …”(First-Generation and Continuing Generation)
http://apir.wisc.edu/diversity.htmLearn on your own
Apply skills and knowledge of your chosen major(s)
Find, organize, and evaluate information from multiple sources
Draw conclusions after weighing evidence, facts, and ideas
Develop a personal code of ethics and values
Empathize w/ind. differences based on culture, ethnicity, disability or sexual orientation
Write Effectively
Apply knowledge and skills in real world settings
Use computers and electronic technologyUnderstand that science is relevant to everyday life
Lead others effectively
Work collaboratively in groups
Speak Effectively
Understand culture and society within the United States
Contribute to the welfare of others
Understand cultures and societies outside of the United States
Appreciate the arts such as literature, music, and fine arts
Communicate in a language other than English
1
2
3
4
5
First Generation Continuing Generation
Post-Graduation Plans – at Graduation“How able were/are you to …”(Males and Females)
http://apir.wisc.edu/diversity.htm
Learn on your ownApply skills and knowledge of your chosen major(s)
Find, organize, and evaluate information from multiple sources
Draw conclusions after weighing evidence, facts, and ideas
Develop a personal code of ethics and values
Empathize w/ind. differences based on culture, ethnicity, disability or sexual orientation
Write Effectively
Apply knowledge and skills in real world settings
Use computers and electronic technologyUnderstand that science is relevant to everyday life
Lead others effectively
Work collaboratively in groups
Speak Effectively
Understand culture and society within the United States
Contribute to the welfare of others
Understand cultures and societies outside of the United States
Appreciate the arts such as literature, music, and fine arts
Communicate in a language other than English
1
2
3
4
5
Female Male
This section includes information on • Faculty and Staff by gender and by
race/ethnicity
Faculty and Staffhttp://apir.wisc.edu/diversity.htm
2003 2004 2005 2006 2007 2008 2009 2010 2011 20120
500
1000
1500
2000
2500
0
5
10
15
20
25
30
35
Num
ber o
f Fac
ulty
Perc
ent o
f Fac
ulty
2013data available in December 2013
Indicator 10: Women as a Percentage of all Faculty
http://apir.wisc.edu/diversity.htm
• In Fall 2012 32% of Faculty were women.
• 25.9% of Full Professors, 40.9% of Associate Professors, and 41.4% of Assistant Professors were women.
32%
Women as a Percentage of Faculty and Staff
2013 data available in December 2013
http://apir.wisc.edu/diversity.htm
• Women make up just under 50% of all employees at UW-Madison.
• A smaller proportion of faculty members are women (32%)
Total Faculty Exec/Dir/Admin
Instructional Acad. Staff
Other Acad. Staff Classified0
10
20
30
40
50
60
Employee Race/Ethnicity Data
Employees self-report their race/ethnicity at the time of hire.
Employees may choose any of the following designations, and may select two or more races as of 2009:
• White• Black• Asian• American Indian• Hispanic/ Latino/a• Hawaiian
http://apir.wisc.edu/diversity.htm
Indicator 11: Minority Faculty Recruitment
• Increases in the percent of faculty hires that are racial/ethnic minorities.
• 2011-12 Data affected by HRS conversion, 25% of faculty hires are missing information on race/ethnicity
http://apir.wisc.edu/diversity.htm
82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 07 08 09 10 11 120
5
10
15
20
25
30
35
UW-Madison Faculty Hires by Minority Status
Minority Faculty
Year of Hire
Perc
ent
Madison Plan
Strategic Hires
SHI - 2
Disciplinary Division Affiliation
• Selecting a divisional affiliation is a step in the tenure process. Faculty are not required to identify their divisional affiliation at the time of hire, but many do.
• Women, especially minority women, are heavily concentrated within the Social Studies Division
Note: Chart excludes 27 faculty members who have not yet selected a disciplinary division, as they are not required to do so until they go up for tenure and 75 with missing race/ethnicity data. Data as of October 2012 payroll.
http://apir.wisc.edu/diversity.htm
Minority Males Minority Female
Non-Minority Male
Non-Minority Female
0%
20%
40%
60%
80%
100%
3220
35 27
16 3214 29
3311
28 10
1937
2334
Faculty Disciplinary Divison Affiliation,by Minority Status and Gender
Social Studies
Physical Sciences
Arts and Humanities
Biological Sciences
Black, 2.3%
Asian, 11.5%
American Indian, 0.4%
Hispanic, 3.6%
Two or More Races, 0.8%
0
2
4
6
8
10
12
14
16
18
20
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Minority Faculty as a Percent of the Total Faculty Headcount
16.8%16.9%16.2%
14.3% 14.6% 15.1% 15.4%
17.6% 17.8%18.5%
Indicator 12: Minority Faculty Representation
• In 2012: 2,173 total faculty members
• 18.5% (396) of Faculty are racial/ethnic minorities.
• 4.2% increase in minority faculty since 2003
2013 data available in December 2013, New race/ethnic categories implemented in 2010
http://apir.wisc.edu/diversity.htm
Instructional Academic Staff
• In 2012, 2,299 Instructional Academic Staff members
• 12.2% (269) of Instructional Academic Staff are racial/ethnic minorities
• 2.4% increase in minority instructional academic staff since 2003
http://apir.wisc.edu/diversity.htm
0
2
4
6
8
10
12
14
16
18
20
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Minority Instructional Academic Staff as a Percent of the Total Headcount
11.7%12.1%11.2%
11.9%11.5%10.5%
9.8%
Black,1.4%
Asian,7.4%
American Indian,.3%
Hispanic/Latino/a,2.6%
11.8%
Two or More Races,.5%
11.4% 12.2%
2013 data available in December 2013, New race/ethnic categories implemented in 2010
0
2
4
6
8
10
12
14
16
18
20
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Minority Non-Instructional Academic Staff as a Percent of the Total Headcount
Hispanic/ Latino/a, 1.9%AmericanIndian, .4%
Asian,8.3%
Black,2.0%
12%12%11.7%11.2%11.1%10.9%
10.2%
12.3%
Two or More Races,
.5%
12.5% 13.1%Hispanic/ Latino/a, 1.9%AmericanIndian, .4%
Asian,8.3%
Black,2.0%
12%12%11.7%11.2%11.1%10.9%
10.2%
12.3%
Two or More Races,
.5%
12.5% 13.1%
Non-Instructional Academic Staff
• In 2012: 5,084 non-instructional Academic Staff
• 13.1% of non-instructional Academic Staff are minorities
• 2.9% increase in minority non-instructional academic staff since 2003
http://apir.wisc.edu/diversity.htm
2013 data available in December 2013, New race/ethnic categories implemented in 2010
Classified Staff
• In 2012: 5,311 Classified Staff members
• 13.5% (705) of classified staff are minorities
• 4.4% increase in minority classified staff since 2003
http://apir.wisc.edu/diversity.htm
0
2
4
6
8
10
12
14
16
18
20
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Minority Classified Staff as a Percent of the Total Headcount
12.6%12%11.8%11.3%11%
10%9.1%
Hispanic/ Latino/a, 5.2% American Indian,.3%
Asian, 4.6%
Black,2.8%
12.9%
Two or More Races, 0.6%
13.1% 13.5%
2013 data available in December 2013, New race/ethnic categories implemented in 2010
Executive/Director/Administrators
• In 2012: 425 Executive/Director/Administrators
• 12.3% of Executive/Director/Administrators are racial/ethnic minorities
• 1.2% increase in minority Executive/Director/Administrators since 2003.
http://apir.wisc.edu/diversity.htm
0
2
4
6
8
10
12
14
16
18
20
2003 2004 2005 2006 2007 2008 2009 2010 2011 2012
Minority Executive/Director/Administrators as a Percent of the Total Headcount
Hispanic/Latino/a, 3.7% American Indian, .5% Asian, 1.7%
Black,6.2%
11.2%11.6%11.2%11.2%10.8%10.8%11.1%11.9%
Two or More Races,.2% 11.8%
12.3%
2013 data available in December 2013, New race/ethnic categories implemented in 2010
All Employee Groups
- 14% of all employees are members of a minority group.- 18% of faculty are members of a minority group.
http://apir.wisc.edu/diversity.htm
Total Faculty Exec/Dir/
Admin
Instructional Acad. Staff
Other Acad. Staff
Classified0%2%4%6%8%
10%12%14%16%18%20%
Percent of Minority Faculty and Staff by Employee Type
2013 data available in December 2013, New race/ethnic categories implemented in 2010. Total excludes Employees-in-Training and Graduate Assistants.
Peer Comparisons
for Faculty Diversity
Non-White Full-Time Faculty as a Percent of Total Full-Time Faculty at AAU Public Institutions, 2011-12
Source: IPEDS Fall HR, 2011-12 (AAUDE data)
http://apir.wisc.edu/diversity.htm
Average percent non-white faculty for AAU public institutions: 28%
UW-Madison: 17%
7 AAU public institutions have a lower number of non-white faculty.
WisconisnVirginiaOregonIndiana
Penn StateNorth Carolina
ColoradoWashington
KansasOhio State
Texas A&MMichigan State
BuffaloIowa
MissouriIllinoisFlorida
ArizonaMinnesota
Stony BrookIowa State
Georgia TechRutgers
UC-Santa BarbaraUT-Austin
PurdueUC-Berkeley
MarylandPittsburgh
UC-DavisUCLA
UC-San DiegoMichiganUC-Irvine
0% 10% 20% 30% 40% 50%
N=873N=2,250N=1,301N=1,629
N=1,252
N=526N=365
N=258N=491N=670N=681
N=648
N=1,725N=1,098
N=1,049N=758
N=775
N=412N=738N=306
N=630N=451N=1,183
N=742N=1,175N=585
N=818N=632N=400
N=648N=587N=834
N=800N=602
This section includes information on • Faculty and Tenure
Faculty and Tenurehttp://apir.wisc.edu/diversity.htm
Faculty Tenure Data
• Faculty who did not receive tenure include:– Those who were denied
tenure– Those who left the
university for another position elsewhere
– A few faculty members still hold probationary appointments after 9 years.
• Tenure and promotion rates are calculated at 6 and 9 years after hire, to account for those who have extensions on the tenure clock.
• Data combine hires from 1992-93 to 2006-07 or 1993-94 to 2006-07. This is necessary to account for small numbers of hires.
• Small Ns make tenure rates subject to large variation.
http://apir.wisc.edu/diversity.htm
Notes about faculty tenure data:
Indicator 13: Percent of Faculty Promoted to Tenure by Gender
• At 9 years, 66% of women faculty have been promoted to tenure.Percent tenured based on data for hires from 1993-94 to 2006-07
http://apir.wisc.edu/diversity.htm
6 Years 9 Years0
10
20
30
40
50
60
70
80
55%
72%
42%
66%
Percent Promoted to Tenure by Gender,within Six (6) and Nine (9) YearsMen Women
Indicator 14: Percent of Faculty Promoted to Tenure by Minority Status
• At 9 Years, 66% of minority faculty members have been promoted to tenure.
http://apir.wisc.edu/diversity.htm
Percent tenured based on data for hires from 1993-94 to 2006-07
6 Years 9 Years0
10
20
30
40
50
60
70
80
51%
72%
48%
66%
Percent Promoted to Tenure by Minor-ity
Status, within Six (6) and Nine (9) YearsNon-Minority
Promotion to Tenure
• A lower percentage of women and men are promoted to tenure within the Social Studies.
• The largest gap in tenure rates by gender is within the Social Studies division.
Data on faculty hires from 1992-93 to 2006-07
http://apir.wisc.edu/diversity.htm
72%
81% 78%74%
58%66%
73%81%
75%
49%
0
10
20
30
40
50
60
70
80
90
Total Physical Sciences Arts and Humanities
Biological Sciences Social Studies
Percent of Faculty Promoted within Nine (9) Years, by Gender and Division
Men Women
N=515
N=260
N=82N=135
N=30
N=78
N=179 N=77
N=119
N=75
66%
80%73%
68%
46%
71%79%
85%
75%
56%
0
10
20
30
40
50
60
70
80
90
Total Physical Sciences Arts and Humanities
Biological Sciences Social Studies
Percent of Faculty Promoted within Nine (9) Years, by Minority Status and Division
Minority Non-Minority
N=156
N=580 N=45
N=111
N=40
N=115
N=39N=200
N=32N=154
Promotion to Tenure
• A lower percentage of faculty members are promoted to tenure within the Social Studies division.
• The largest gap in tenure rates by minority status is within the Physical Sciences and Arts and Humanities.
Data on faculty hires from 1992-93 to 2004-05
http://apir.wisc.edu/diversity.htm
Tenure/Promotion Data
Data on faculty hires from 1992-93 to 2004-05
http://apir.wisc.edu/diversity.htm
• All groups have lower promotion rates within the Social Studies division.
• Women, and especially minority women, are more likely to be within the social studies division.
• For groups with small hiring pools, the effect of one person’s tenure/non-tenure can affect the percent tenured dramatically.
• Those not receiving tenure includes those who took a position elsewhere or still have a probationary appointment after 9 years.
Key findings from tenure/promotion data:
This section includes information on • Climate studies and surveys that include
climate-related questions
Climate Studies and Surveyshttp://apir.wisc.edu/diversity.htm
Climate Studieshttp://apir.wisc.edu/diversity.htm
• UW-Madison participated in UW System Climate Study in 2011 (limited to CALS and Office of Student Life);
• Letters & Science Climate Study was conducted in 2009-10; with linkages to STEM, teaching and learning communities
• NSSE Survey includes many climate-related questions, 2004, 2006, 2008, 2011, 2014 (planned)
• WISELI Studies and Programs; on-going since 2002
Climate Studieshttp://apir.wisc.edu/diversity.htm
UW-Madison Participation in the UW System Climate Study
• The UW System Climate Study was implemented at the request of the Board of Regents. Tier I was implemented by several UWs in 2008-09. Tier II was implemented in 2009-10. Tier III was implemented in 2010-11
• UW-Madison’s Climate Survey was fielded in February 2011; responses were anonymous and confidential
• Questionnaire went to all employees and students in CALS and Division of Student Life
• Reports are now available; see CALS E&D committee poster• More detail: http://apir.wisc.edu/diversity-climate.htm
National Survey of Student Engagement (NSSE) 2011
Selected NSSE 2011 Results
** significantly different
Percent of Seniors who often or very much:
http://apir.wisc.edu/diversity.htm
Tried to better understand someone else's views by imagining how it looks from their perspective
Included diverse perspectives in class discussion or assignments
Had serious conversations with student of a different race or ethnicity than your own
Understand people of other racial/ethnic backgrounds
75
63
71
55
66
56
49
56
67
57
52
56AllNon-MinorityMinority
**
**
See: http://apir.wisc.edu/students-surveys.htm
NSSE 2011
Selected NSSE 2011 ResultsPercent of Seniors for whom the university emphasizes quite a bit or very much:
See: http://apir.wisc.edu/students-surveys.htm
http://apir.wisc.edu/diversity.htm
Encouraging contact among students from different economic, social, and racial or ethnic backgrounds
Helping you cope with non-academic responsibilities (work, family, etc)
Providing the support you need to thrive socially
Providing the support you need to succeed academically
44
25
40
71
47
21
41
72
46
22
41
72
AllNon-minorityMinority
Summary of Indicators
Indicators present in this report:1. Percent enrollment of minority undergraduate students2. Percent enrollment of targeted minority undergraduate students3. Percent enrollment of targeted minority graduate students4. Percent enrollment of targeted minority professional students5. Percent enrollment of Pell grant recipients6. Percent enrollment of first-generation students7. Percent enrollment of undergraduates by gender8. Percent enrollment of graduate/professional students by gender9. Retention/Graduation rates of targeted minorities, Pell grant recipients,
and first-generation students.10. Women as a percent of all Faculty11. Minority Faculty recruitment12. Minority Faculty representation13. Percent of Faculty promoted to tenure by gender14. Percent of Faculty promoted to tenure by minority status
http://apir.wisc.edu/diversity.htm
Diversity Update 2013
• Slideshow available at http://apir.wisc.edu/diversity.htm
• Questions about these slides:– Sara Lazenby ([email protected])– Jocelyn Milner ([email protected])