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Using Proactive, Analytics- Based Advising to Close Achievement Gaps NACADA Annual Conference St. Louis, MO October 12, 2017

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Page 1: Using Proactive, Analytics- Based Advising to Close ...apps.nacada.ksu.edu/conferences/ProposalsPHP/uploads/handouts/2017/P... · Using Proactive, Analytics-Based Advising to Close

Using Proactive, Analytics-

Based Advising to Close

Achievement Gaps

NACADA Annual Conference

St. Louis, MO

October 12, 2017

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Panel Participants

Timothy M. Renick, Ph.D.

Vice President for Enrollment Management

& Student Success and Vice Provost

Georgia State University

Derrick Tillman-Kelly, Ph.D.

University Innovation Alliance Fellow The Ohio State University

Panel Moderator: Sheila Hurt, Purdue University

Kerry Kincanon

Director, Exploratory Advising &

Advising Initiatives

Oregon State University

Brittany Allensworth

College Success AdvisorPurdue University

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Top Income Quartile

Bottom Income Quartile

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Are We the Problem?

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Overwhelming Choices

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Source: Education Advisory Board

The Advisement Challenge: The Murky Middle

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Advisement: GPS Advising

Predictive Analytics Project with EAB

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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

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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

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51,54552,150

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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

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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

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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

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Confounding Expectations

STEM Degrees ConferredSince 2011 (enrollment change)

Black +69% (12%)

Black Male +111% (15%)

Hispanic +226% (22%)

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MAAPS

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The University Innovation Alliance is:

Arizona State UniversityGeorgia State UniversityIowa State UniversityMichigan State UniversityThe Ohio State UniversityOregon State University

Purdue UniversityUniversity of California-RiversideUniversity of Central FloridaUniversity of KansasUniversity of Texas at Austin

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Next-Level Collaboration

MAAPS: Monitoring Advising Analytics to Promote Success

• $9 Million “First in the World” Grant

• All 11 Universities of the University Innovation Alliance

• 10,000+ Low Income and First Generation Students Tracked

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MAAPS Advising Components

No FLC FLC

• Personalized Academic Maps

• Regular Monitoring of Students

for On-Track Status and Risk

Factors

• Proactive Advising Interventions

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MAAPS Data Collection

No FLC FLC

Uniform Tracking of the

Type of Advice Given

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GSU REDCap Contacts as of February 15, 2017

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Uniformly Tracked Advising Interventions

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•Registration holds•Drops &

Withdrawals•Major Changes• Faculty alerts•Underperformance

in Gateway courses

Most Frequent Proactive Interventions

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Year One Preliminary: MAAPS GPA Bands

1.7%3.5% 3.7%

6.7%8.9%

16.0%

28.1%

24.0%

7.4%

0.8% 0.4% 1.2%3.7%

11.4%

19.0%

28.6%27.3%

7.5%

0.0%

5.0%

10.0%

15.0%

20.0%

25.0%

30.0%

35.0%

0.0 .01 - 0.99 1.0 - 1.49 1.5 - 1.99 2.0 - 2.49 2.5 - 2.99 3.0 - 3.49 3.5 - 3.99 4.0+

Perc

enta

ge o

f St

ud

ents

Control Treatment

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Year One Preliminary: Course Pass Rates

12.3%

85.8%

8.6%

89.8%

0.0%

10.0%

20.0%

30.0%

40.0%

50.0%

60.0%

70.0%

80.0%

90.0%

100.0%

DFW rate Grade of C or higher

Control Treatment

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Why This

Work Matters

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Georgia State Undergraduate Degrees Awarded

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Bachelor’s Degrees Awarded Annually

2009-10 2016 - 17 6-Year Change % Change

African American 1,001 2,040 +1,039 +103%

Pell 1,298 2,957 +1,659 +128%

Hispanic 196 509 +313 +160%

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+36,000More Pell and First Gen

Graduates Across the UIA

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Panel Participants

Timothy M. Renick, Ph.D.

Vice President for Enrollment Management

& Student Success and Vice Provost

Georgia State University

Derrick Tillman-Kelly, Ph.D.

University Innovation Alliance Fellow The Ohio State University

Panel Moderator: Sheila Hurt, Purdue University

Kerry Kincanon

Director, Exploratory Advising &

Advising Initiatives

Oregon State University

Brittany Allensworth

College Success AdvisorPurdue University

Page 30: Using Proactive, Analytics- Based Advising to Close ...apps.nacada.ksu.edu/conferences/ProposalsPHP/uploads/handouts/2017/P... · Using Proactive, Analytics-Based Advising to Close