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Creating a Student-Ready and
Student-Centered University
Through Data and Analytics
Timothy M. Renick, Ph.D.
Vice President for Enrollment Management
& Student Success and Vice Provost
Kentucky Student Success Summit
Louisville, Kentucky April 3, 2017
The Challenge in Front of Us
0
10
20
30
40
50
60
70
80
90
1970 1975 1980 1985 1990 1995 2000 2005
Ba
ch
elo
r’s
De
gre
e A
tta
inm
en
t R
ate
(mo
vin
g 3
-ye
ar
ave
rag
e)
Baccalaureate Degree Attainment by Age 24 by Family Income Quartile
Source: New York Times, “The Reproduction of Privilege,” March 12, 2012
Top Income Quartile
Third Income Quartile
Second Income Quartile
Bottom Income Quartile
40.2%
82.4%
14.9%
36.1%
10.9%
16.5%
6.2%8.3%
• 32,500 Students on the Atlanta campus
• Research University status achieved in 1995
• 50,000+ Students as of 2016 with Perimeter College Consolidation
4
Graduation Rates by Race & Ethnicity
No FLC FLC No FLC FLC
Where we where: 2003
31.6% 25.6% 22%
0%
20%
40%
60%
80%
100%
WHITE AFRICAN
AMERICAN HISPANIC
53% 53%54%
56%
59%60%
63%
65%
50%
52%
54%
56%
58%
60%
62%
64%
66%
Fall 2008 Fall 2009 Fall 2010 Fall 2011 Fall 2012 Fall 2013 Fall 2014 Fall 2015
Underrepresented Minorities
Changing Demographics: Race & Ethnicity
31% 32%
40%
48%51%
56%58% 59% 59%
20%
25%
30%
35%
40%
45%
50%
55%
60%
65%
Fall 2007 Fall 2008 Fall 2009 Fall 2010 Fall 2011 Fall 2012 Fall 2013 Fall 2014 Fall 2015
Percent of Georgia State Undergraduates on PELL
Low-Income Students
-28 pointsSAT SCORES
-$40 millionAppropriations Cuts
Are We the
Problem?
Summer Melt
Fall 2015
Confirmed GSU Freshman WhoNever Attended Any College: 278
Non-white 76%First Generation 45%Low Income 71%Avg. High School GPA 3.34
The Hidden Obstacles to Enrollment
• Federal Financial
Aid Application
• Verification Request
• State of Georgia
Immunization Proof
• Taking Placement
Exams
• Registering for Classes
13
Portal to Guide Students Through Next Steps
Personalized Interactions Before Enrollment
Nudges and Chat-bots on Smart Devices
15
NUMBER OF
KNOWLEDGE
- BASED
TEXTS SENT
OVER FIRST
3 MONTHS:
201,000
16
2015: 18% 2016: 14% (-22%)
For students receiving the full suite of new
interventions, Melt was reduced by 51%
Summer Melt
• 420 highest at-risk freshmen (academic analytics)
• Summer session before freshman fall with 7 credit hours of bachelor’s-level work
• Intensive advisement
• Academic skills
• Financial literacy training
• Team building
Retention Rate 2011: 50%
Retention Rate today: 87%
Before Freshman Fall
Summer Success Academy
Overwhelming Choices
Academic Guides with Live Job Data
Freshman Learning Communities & Meta Majors
2.73
2.96
2
2.4
2.8
3.2
3.6
1st Year GPA
No FLC FLC
81
%
85%
70%
75%
80%
85%
90%
Retention
No FLC FLC
Freshman Learning Communities with block schedules of 5 to 6 courses:
95% of non-Honors freshmen (Opt-out model)
21
BusinessEducationExploratorySTEMHumanities & ArtsHealth ProfessionsPolicy/Social Science
Choice Architecture: Meta Majors
Meta Majors
Pre-Calculus, College Algebra, Intro to Statistics
• Prior to Change: DFW rates were 43% Today: DFW rates are 28% (35% drop)
• Number of Students enrolled in courses taught through the MILE, 2014-15: 7,500
Strengthening Math Pathways
Eliminating Bottlenecks: Peer Tutors
2.41
2.60 2.68
2.55
2.15 2.06
1.89
2.82
3.24
2.93
2.74 2.64
2.73
2.26
1
2
3
4
BIOL POLS PHIL CHEM ACCT PHYS CRJU
No SI SI No SI SI No SI SI No SI SI No SI SI No SI SI No SI SI
Supplemental Instruction (SI)
Course GPA
No SI: 2.41
SI: 2.91
One-Year
Retention
No SI: 83.5%
SI: 91.2%
Students: 9,700
Academic Program Redesign
19.6%
28.0%24.0%
37.9%40.0%
28.9%
42.9%
53.8%
69.2%73.3% 72.7%
5.4% 0.0% 4.0%
10.3%8.0% 6.7%
25.0%23.1%
53.8% 53.3%
63.6%
0%
10%
20%
30%
40%
50%
60%
70%
80%Graduation Rates by First-Year GPA FT/FT Students
GPA 0.0-2.0 2.0-2.2 2.2-2.4 2.4-2.6 2.6-2.8 2.8-3.0 3.0-3.2 3.2-3.4 3.4-3.6 3.6-3.8 3.8-4.0
N 56 25 25 29 25 45 28 26 13 15 11
How Well Does First-Year GPA Predict Graduation in Nursing and Health Professions –Nursing and Overall? What opportunities do we see to inflect change?
© 2012 The Advisory Board Company Graduated in program Graduated in any program University Grad. Rate
Grants Since 2012: 8,000+
Panther Retention Grants
Seniors Graduated: 70%
Grant Recipients Graduated 2015-16: 1,257
Source: Education Advisory Board 27
The Advisement Challenge: The Murky Middle
Advisement: GPS Advising
Predictive Analytics Project with EAB
Academic Program Maps: B.S. in Chemistry
SEMESTER 1 SEMESTER 2
Complete 1 of ENGL 1101, ENGL 1102 or ENGL
1103 (C or Better)
Complete MATH 1113 or Higher (B- or Better)
Complete CHEM 1211K (B- or Better)
Complete ENGL 1102 or 1103 (C or Better)
Complete MATH 2211 or Higher (B- or Better)
Complete CHEM 1212K (B- or Better)
Maintain a cumulative GPA of 2.25 or Better
SEMESTER 3 SEMESTER 4
Complete CHEM 2400 (B- or Better)
Complete MATH 2212 (C or better)
Complete PHY 2211k (C or better)
Complete CHEM 3410 (C or better)
PHY 2212k ( B- or Better) (C or better)
Maintain a cumulative GPA of 2.25 or Better
SEMESTER 5 SEMESTER 6
Complete CHEM 4000 with a C or Better
Complete CHEM 4110 with a C or Better
Complete CHEM 4010 with a C or Better
Complete CHEM 4120 with a C or Better
SEMESTER 7 SEMESTER 8
Complete CHEM 4160 with a B- or better Complete CHEM 4190 with a C or Better
Alerts Based on Historical RPG Data
70.0%66.7%
39.5%
8.3%
A B C D/F
Introduction to Chemistry
Natural Science majors
Graduation Rate in Major by Introductory Course Grade
81.8%
73.9%
25.0%
6.2%
A B C D/F
Comparative Politics
Political Science majors
66.7%
55.5%
12.5%
0.0%
A B C D/F
Music Theory I
Music majors
Linking Academics to Career Pathways
Drill-Down, Live Data on Individual Careers
51,54552,150
Results: Increased Retention
89.0%
87.9%
84.6%
83.4%
Fall 2013
Fall 2012
Fall 2011
Fall 2010
Increased Average First Term RetentionFall to Spring Retention
Freshmen with 30-hours of Passing Credit After 12 Months
2012-13 47%2013-14 53%2014-15 56%2015-16 63%
Rapidly Improving Progression Rates
140 140141 141
138
135
133
130
135
140
145
2009-10 2010-11 2011-12 2012-13 2013-14 2014-15 2015-16
Credit Hours at Completion: All Bachelors
Students
Results: Decline in Time to Degree
37 37
$15 millionSavings to the Class of 2016 in tuition
and fees when compared to the
Class of 2013
ROI for Students
Confounding Expectations
STEM Degrees ConferredSince 2011
Black +69%
Black Male +111%
Hispanic +226%
The Calculus of Student Success: ROI
1-point increase in retention =
325 students
Average student tuition
& fees annually/student = $9,800
ROI for each 1-point increase =
$3.18 million/year
The Cost of Inaction
Why This
Work Matters
41
Growing Recognition
Georgia State Degree Conferrals
Bachelor’s Degrees Awarded
2009-10 2010-11 2011-12 2012-13 2013-14 2014-15
5-Year
Change
African American 1,001 1,322 1,440 1,550 1,692 1,825 82%
Pell 1,298 1,648 1,835 2,007 2,052 2,501 93%
Hispanic 196 300 328 372 414 435 123%
GRADUATION RATES BY RACE & ETHNICITY (CLEARINGHOUSE DATA ADDED)
45
Top 100 Degree Producers: Non-Profit Universities2014 African-American Bachelor's - All Disciplines Combined
#1 in Degrees Conferred to African Americans
Total %Grads %Chg
Institutions State
1 Georgia State University GA 1645 35% 8%
2 FAMU FL 1475 95% 6%
3 North Carolina A & T State University NC 1214 87% 7%
4 University of Central Florida FL 1195 10% 2%
5 University of Maryland-University College MD 1073 26% 5%
6 University of Memphis TN 1016 34% 9%
7 Jackson State University MS 987 90% 11%
8 Howard University D.C. 966 94% -15%
9 The University of Texas at Arlington TX 951 14% 10%
10 Florida Atlantic University FL 905 18% -2%
Source: Diverse Issues in Higher Education
Graduation Rates by Pell Status
0%
10%
20%
30%
40%
50%
60%
20% 30% 40% 50% 60%
Gra
du
atio
n R
ate
Percent of Students Receiving Pell Grants
Georgia State