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Designing Early Alert Programs
Aimed at Fostering Student
Success and Persistence
Mike Dial
University Advising Center
University of South
Carolina
Paige McKeown
University Advising Center
University of South
Carolina
Agenda for
Our Time Together
• Welcome and Introductions
• Defining Early Intervention
• History, Purpose, and Value of Early Intervention
• Early Intervention on the National Landscape
• Theoretical Underpinnings
• Mission and Goals
• Identifying Red Flags at Your Campus
• Drafting Intervention Plans
• Assessment
• Conclusions
Learning Outcomes
• Understand the history, purpose, and value of early alert programming
• Explore recent research/data on the national landscape of early alert
programming
• Identify key components for early intervention at their institutions
• Design and facilitate a systematic early alert program
• Develop and sustain a network of faculty and staff dedicated to
supporting students at various bottlenecks in the first-year experience.
• Prepare faculty to monitor student behaviors predictive of negative
academic consequences
• Prepare student support staff to respond and intervene with flagged
students
• Evaluate and assess early alert programs for continued improvement
Action Plan Workbook
Background
What do we mean by
“Early Alert” or “Early
Intervention”?
“A systematic method of
recording and communicating
student behaviors that
contribute to student
attrition” and “effective
intervention at the first
indication of academic
difficulty.” (Tampke, 2013)
RET = E ID + (E + IN + C) IV
(Seidman, 2012)
Collaboration and Communication
• Who is involved?
• Who should be involved?
• What systems exist to allow
communication
Advising
Student
Success
Centers
Housing
Financial Aid
Emergency
Aid Programs
Peer Mentors
First-Year
Seminars
Gateway
Courses
Orientation
Writing
Intensive
Courses
Career Centers Counseling
Brief History of Early Alert
Rationale
• Pushback against ”Academic Darwinism”
• Belief that intervention can make a
difference
Implications
• Monitor all students and not
just those that enter at-risk
• High-touch, high-impact
interventions model care
promised in admissions and
orientation
Causes
• What are the immediate
signs
Proximal
• What are the factors
behind the immediate signs
Distal
• Ask 5 “Whys”
• Build relationships of trust
Tips to get to
the root cause
Research & Best Practices
• Limited
• Single Institution Studies
• Accessibility/Ease of Use for Practitioners
Prior National Surveys
2017 National Survey on The First-
Year Experience
• Administered Feb – Aug 2017
• 3,977 Institutions invited to participate
• 537 responses (13.5% response rate, lower than
anticipated)
• Often the VPSA or the person most responsible for first-year
programs
• Covers broad range of initiatives designed to support
success in the first college year
Young, D. (2019)
Most Common FYE Programs/Initiatives Freq. %
First-year academic advising (ADV) 422 80.4
Early alert systems (EA) 415 79.0
Pre-term orientation (OR) 396 75.4
First-year seminars (FYS) 386 73.5
Placement testing (PT) 346 65.9
Peer education (PE) 327 62.3
Student success center (SSC) 290 55.2
Developmental education (DEV) 286 54.5
General education (GE) 284 54.1
Convocation (CNV) 276 52.6
Notes: n = 525.
Young, D. (2019)
No "Perfect" Professional Home
• On Campus
• In the Professional
Organizations
• NODA
• FYE
• NACADA*
Prevalence
• Two Year: 64.2%
• Four Year: 83.6%
• Public: 77.2%
• Private: 82.0%
Young, D. (2019)
Students Targeted
Which types of first-year students are monitored through an early
warning/academic alert system? Freq. %
All first-year students 291 76.0%
Other, please specify 49 12.8%
Students on academic probation 26 6.8%
Student athletes 24 6.3%
Students enrolled in developmental or remedial courses 17 4.4%
Students with at-risk factors such as GED, low ACT scores, etc. 14 3.7%
Students eligible for federal or state equal opportunity programs (EOP) 11 2.9%
Provisionally admitted students 10 2.6%
First-generation students 7 1.8%
Learning community participants 7 1.8%
Science, technology, engineering, and math (STEM) students 7 1.8%
Young, D. (2019)
Students
Targeted
• Differences by Institution
Characteristics
• Two-year: Developmental
education, Other
• Four-year: All first-year students
• Public: Student athletes, students
on probation, other
• Private: All first-year students,
students at risk
Reach
10%
or
less
11-
20%
21-
30%
31-
40%
41-
50%
51-
60%
61-
70%
71-
80%
81-
90%
91-
100%
Two-year 16.9% 9.9% 16.9% 11.3% 8.5% 4.2% 5.6% 4.2% 2.8% 19.7%
Four-year 7.7% 10.3% 11.9% 7.1% 5.4% 3.5% 3.2% 4.2% 6.7% 40.1%
0%
10%
20%
30%
40%
50%
Percentage
of
Institutions
Percentage of First-Year Students Reached
Young, D. (2019)
Reach
10%
or less
11-
20%
21-
30%
31-
40%
41-
50%
51-
60%
61-
70%
71-
80%
81-
90%
91-
100%
Public 11.1% 12.0% 14.8% 8.8% 7.4% 4.2% 4.2% 3.7% 4.6% 29.2%
Private 7.3% 7.9% 9.7% 6.7% 4.2% 3.0% 3.0% 4.8% 7.3% 46.1%
0%
10%
20%
30%
40%
50%
Percentage
of
Institutions
Percentage of First-Year Students Reached
Young, D. (2019)
Communication and
Intervention
Calendaring
Timing
• How “early” is “Early Alert”?
• Midterm?
• First signs of issues?
• Between terms?
Timing
Only before
midterm
Only at or after
midterm
Ongoing
throughout the
term
Ongoing
throughout the
first year
Other
Two-year 8.5% 1.4% 46.5% 38.0% 5.6%
Four-year 7.1% 6.7% 22.8% 57.4% 6.1%
0%
10%
20%
30%
40%
50%
60%
Percentage
of
Institutions
Timing of Monitoring or Response of Early-Warning or Academic Alert System
Young, D. (2019)
Timing
Only before
midterm
Only at or after
midterm
Ongoing
throughout the
term
Ongoing
throughout the
first year
Other
Public 9.3% 6.0% 28.2% 50.0% 6.5%
Private 4.8% 4.8% 25.5% 59.4% 5.5%
0%
10%
20%
30%
40%
50%
60%
Percentage
of
Institutions
Timing of Monitoring or Response of Early-Warning or Academic Alert System
Young, D. (2019)
89.0%
89.0%
83.0%
74.0%
53.0%
52.0%
27.0%
11.0%
89.6%
88.3%
68.0%
54.8%
43.6%
41.8%
22.7%
15.1%
0.0%
10.0%
20.0%
30.0%
40.0%
50.0%
60.0%
70.0%
80.0%
90.0%
100.0%
Faculty Academic
Advisors
Academic
Support
Personnel
Athletics
Department
Staff
Counseling Residence Life
Staff
Peers Information
Technology Staff
Types of Staff Participating in Early
Alert/Academic Warning Programs
2012 JNGI 2019 NRC
Barefoot, B. O., Griffin, B. Q., & Koch, A. K. (2012)
Young, D. (2019)
Relational Intervention
Effective intervention should be
facilitated by institutional staff
with the closest relationships to
at-risk students.
At-Risk
Student
Academic
Advisor
Seminar
Instructor
Athletics
Advisor
Program
Advisor
Honors
Advisor
Academic Advisors and Early
Alert Academic advisors responding
to early alerts benefit students
by:
• Connecting them to
resources
• Ensuring they are in majors
and courses that align with
their strengths, values, and
goals
• Showcasing an institutional
ethic of care for students and
their success.
This Photo by Unknown Author is licensed under CC BY-SA-NC
Session 2
Technology, Theory, and Real-World Interventions
Session 1 Recap
• “A systematic method of recording and communicating student behaviors that contribute to student attrition” and
“effective intervention at the first indication of academic difficulty.” (Tampke, 2013)
• RET = E ID + (E + IN + C) IV
• High quality early alert programs can improve equity on campus for students in “graduation gap” populations
• Best Practices
• Systematic, collaborative approaches
• Primary intervention agents = full-time staff with existing relationships to students (academic advisors, athletics
advisors, program advisors, seminar instructors, etc.)
• Referrals/alerts should be available throughout the academic year
• Early alert programs should target all students, not just those in specific populations/courses
Role of Technology
Role of Technology
Unable to
judge
1 - Entirely
technolog
y-based
2 3 4 5 6
7 -
Entirely
human-
based
Series1 3.1% 1.3% 5.2% 7.3% 24.0% 14.4% 14.1% 30.5%
3.1% 1.3%
5.2%
7.3%
24.0%
14.4% 14.1%
30.5%
0%
5%
10%
15%
20%
25%
30%
35%
Data Collection
• Precollege Data
• Student Self Reports
• Survey Responses
• Faculty submitted grades and/or
attendance
• Learning Management System Analytics
Role of
Technology
In other words, sending up a red light isn’t likely
to influence retention. But if that red light leads
to advisers [or other student support personnel]
reaching out to students and providing targeted
support, we might see bigger impacts on student
outcomes.
(Karp, 2014)
Intrusive Advising
• Action-oriented
model
• Identification of
students at “crisis
points”
• Connections to
resources when
most appropriate
Earl, 1987
3 Postulates of Intrusive Advising
1. Faculty and staff can be
trained to identify students
who need assistance
2. Students DO respond to direct
contact in which their
concerns are identified and
help is offered
3. Deficiencies in a student’s “fit”
can be treated
(Earl, 1987)
Choice Architecture
A choice architect has the responsibility for
organizing the context in which people make
decisions.
(Thaler and Sunstein, 2009)
Choice Architecture
Poor Choices
• Inexperienced
• Poorly Informed
• Slow or Infrequent
Feedback
Good Choices
• Experience
• Good information
• Prompt Feedback
(Thaler and Sunstein, 2009)
Help Seeking
• An important developmental
skill
• Unique among learning
strategies
Transtheoretical Model (TTM) of Intentional
Human Behavior Change
(Miller and Rollnik, 2012)
Pre-contemplation
Contemplation
Preparation
Action
Maintenance
Relapse
Types of Pre-
Contemplators
• Reluctant
• Lack of knowledge/do not want to consider change
• Rebellious
• Aware of the problem
• Often invested in the problem/problem behavior
• Invested in making their own decisions – “don’t tell me
what to do”
• Resigned
• Lack of energy or investment
• Given up on the possibility of change
• Overwhelmed by the problem
• Rationalizing
• Appears to have all the answers
• Not considering change because of personal risk
• May believe their problems are someone else’s fault
Breakout Rooms
• What theories or approaches currently guide
your early intervention initiatives?
• What from today’s session do you want to
learn more about?
• What theories or approaches discussed
today do you see yourself wanting to
incorporate in your early intervention
planning/facilitation?
Ideas? Thoughts? Considerations?
What is Early
Intervention?
• Formal, proactive feedback systems
that alert students and staff to red
flags.
• (Cuseo, n.d.)
Signals for Early Alert
• Academic performance
• Behavior
• Disruption in class
• Skipping class
• Conduct
• Affect
• Others?
Class Attendance = Highly Predictive of
Persistence
1.98
2.96
0
0.5
1
1.5
2
2.5
3
3.5
Average First-Year GPA
More Than Three Absences in One Classs No Attendance Problems
64%
89%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Retention to Sophomore Year
More Than Three Absences in One Class No Attendance Problems
http://www.pathfinders.msstate.edu/findings.html
Early
Intervention
Red Flags at
Carolina
Non-registration in upcoming term
Faculty submitted “at-risk” progress reports and alerts to advisors
Attendance
Registered in fewer than 13 credit hours
Holds – (more info coming)
Bursar Drop for Non-Payment
Scholarship Risk
Student Survey Response
The Non-Registered Initiative
Advisors and key department contacts receive a list of
students who are eligible to enroll in the coming semester,
but aren’t
Graduating students are removed
Advisors leverage existing relationships to support students in registration barriers
Advisors’ lists include if students have advising holds and other registration holds that may identify the barrier
Advisors encourage the student to register and document reasons students are not returning (if they know)
Holds prevent students from
registering on time
Student resolves hold but
misses first choice classes
Failure to sequence classes correctly
increases time to degree
Student in classes in which
they are less likely to succeed
academically
Additional semesters
increase college cost,
academic difficulty
decreases GPA
Student resources, perseverance, and
academic self-efficacy exhausted before
degree completion
Hold “Death Spiral”
(Venit, Mason, & Hlavac, 2009)
First-Year
Retention
Survey
39 question survey
distributed to all
new FTIC students
each fall
Covers six categories
• Academic Behavior
• Adjustment
• Community and Living
• Finance
• Resilience
• Other
Institutional
Research identifies
predictive questions
Collaborative
Response Team
The Water Cooler
• Questions
• Comments
• Thoughts
Session 3
Developing Goals for Your Early Intervention
• Starting with the end in mind helps create
cohesiveness and buy-in
• Lean on your institutional and/or unit mission
statement
• Starting with an established mission helps
define vision-inspired goals, value, and
impact
• Goals should…
• Detail how the program aligns with the
mission
• Detail overarching expectations
• Reflect the operation efforts of early
intervention
Questions as
You Develop
Goals
• What’s the purpose of
your program?
• What need are you
trying to fill on your
campus?
• What are your intended
outcomes?
• Who is your student
population
(institutional,
departmental, or
program)?
• Who are your
stakeholders?
• How will your program
impact those
stakeholders?
• When are monitoring of
students and
interventions going to
occur?
Proactive vs.
Reactive
• Both are valid!
• Must serve your target population(s) and
identified red flags/crisis points
• Proactive interventions may be geared towards
“historically” at-risk populations
• Help to preempt and support students
through acclimation challenges
• Most early interventions ARE reactive
• Based on a referral/alert or concerning
behavior
Drafting the Intervention
Plan – Who?
WHAT RESOURCES ARE
AVAILABLE TO YOU AT
YOUR CAMPUS?
WHO ARE YOUR
STAKEHOLDERS/
COLLABORATORS?
WHO WILL BE YOUR
ALLIES?
BIGGEST
CHALLENGERS?
WHO DO YOU NEED
BUY-IN FROM?
Winning Buy-In
Top Down
President
Provost
Deans
Chairs
Faculty
Grassroots
Faculty
Chairs
Deans
Return on
Investment
Low Medium High
Two-year 26.7% 18.3% 42.2%
Four-year 13.2% 18.3% 58.0%
0%
10%
20%
30%
40%
50%
60%
70%
Percentage
of
Institutions
Return on Investment
Young, D. (2019)
Drafting the
Intervention
Plan – Campus
Culture
• How do students engage with existing services
on campus?
• How do offices engage with each other?
• Who has existing, “assigned” relationships with
students?
• What services address the “red flags” on your
campus?
• How are students funneled to those services?
• What communication are students receiving
about these services?
Avoid Duplication and Overlap
Contact
• Email
• Letter (in 2021?)
• Text Message
• Phone
• Face-to-face
• Social media
Type of Response
96.6%
82.5%
62.9%
26.1%
9.4%
3.1%
0% 20% 40% 60% 80% 100%
Phone, letter, or electronic contact
Informed about assistance…
Contacted in person
Required to obtain assistance
Families were notified
Other
Percentage of Institutions
Types
of
Response
from
Early-Alert
Systems
Young, D. (2019)
Student Reaction
If students perceive early warnings
as a reprimand rather than an
opportunity to get help, they may
ignore the signals or avoid efforts
of college personnel to contact
them (Karp, 2014)
A Possible Model for Intervention/Communication
Active
Passive
Negative
(Punitive)
Informational
(Just the Facts)
Positive
(Motivational)
(Dial, 2020)
A Possible Model for Intervention/Communication
Active
Schedule Advising
Global Communications
Registration Holds Outreach
Caseload Scrub
Transfer Scrub
< 13 Credit hours
Non-Registered Initiative
First-Year Retention Survey
Passive
Registration Holds Probation Outreach Student Kudos
Negative
(Punitive)
Informational
(Just the Facts)
Positive
(Motivational)
(Dial, 2020)
Psychologically Attuned Communication
Describe academic challenges as a process of learning, not a label
Describe
Acknowledge factors that contribute to academic difficulty
Acknowledge
Communicate that is it not uncommon to face academic difficulty
Communicate
Offer hope and support
Offer
Waltenbury, M., Brady, S., Gallo, M., Redmond, N., Draper, S. & Fricker, T. (2018). Academic Probation: Evaluating the Impact of Academic Standing Notification Letters on Students.
Drafting Intervention
Plan - Technology
What does it need to
do?
•Pie-in-the-sky:
given your goals,
what would it
ideally do?
Would this
technology enhance
workflow, or
overcomplicate?
Do you have a
platform on campus
with this capability?
If so, how can
existing technology
be utilized
effectively?
If not – how can
existing technology
be used to fit your
needs?
Is piloting or scaling
an option if the
current tech doesn’t
fit your needs/goals?
Who are your
collaborators in
technology?
All the Choices!
• Complexity of modern colleges and
universities
• Proliferation of products
• Philosophy of student support staff
• Sources of information
• Modes of communication
•Strengths
S
•Weaknesses
W
•Opportunities
O
•Threats
T
Training Staff for Early
Intervention
Engage staff to be the subject
matter experts in their setting
Academic support
Counseling
Housing
Career services
Advising
Faculty
What training do staff need to
respond to the red flags?
Depends on which staff are
responding
Increasing
Faculty
Participation
Messaging during faculty orientation
Focus on first-year courses
Make the case with data
Encouragement from the provost
Periodic email prompts
Close the loop on reporting
Effective early alert has an opportunity
to be a great “equalizer”
Align faculty and staff in the
collaborative work of supporting
student success
(Venit, Mason, & Hlavac, 2009)
Referral Matrices
• Alerts staff to appropriate referral
• May go beyond traditional early
intervention to include student well-being
I Refer
Front
Back
Assessing Early
Intervention
“Assessment is the process of gathering and discussing
information from multiple and diverse sources in
order to develop a deep understanding of what
students know, understand, and can do with their
knowledge as a result of educational experiences; the
process culminates when assessment results are used
to improve subsequent learning”
- Huba and Freed, 2000
https://www.northwestern.edu/searle/assessment-of-student-
learning/assessment-process/index.html
Assessing
Early
Intervention
What data already exists on your
campus that would be useful to you in
early intervention programming and
assessment?
Utilize Schuh’s Eight Questions to
simplify the assessment process to a
manageable level
Thank You!
Mike Dial
mdial@sc.edu
miketdial@weebly.com
Twitter: @mtdial
Paige McKeown
paigem@sc.edu
Twitter: @paigecristine_m
Please
remember to
submit your
evaluation on
Guidebook!
Sources
Barefoot, B. O., Griffin, B. Q., & Koch, A. K. (2012). Enhancing student success and retention throughout undergraduate education: A national survey. Brevard, NC: John N. Gardner Institute for Excellence
in Undergraduate Education, Brevard, NC. Retrieved from
https://static1.squarespace.com/static/59b0c486d2b857fc86d09aee/t/59bad33412abd988ad84d697/1505415990531/JNGInational_survey_web.pdf
Cuseo, J. (n.d). Red Flags: Behavioral indicators of potential student attrition. [White Paper]. Retrieved from http://listserv.sc.edu/wa.cgi?A0=FYE-LIST
Dial, M., & McKeown, P. (2019, December). Beyond faculty referrals: Advisory facilitated early intervention. Academic Advising Today, 42(4). https://nacada.ksu.edu/Resources/Academic-Advising-
Today/View-Articles/Beyond-Faculty-Referrals-Advisor-Facilitated-Early-Intervention.aspx
Habley, W. R., Bloom, J. L., & Robbins, S. B. (2012). Increasing persistence: Research-based strategies for college student success. John Wiley & Sons. San Francisco: Jossey-Bass.
Miller, W. R., & Rollnick, S. (2012). Motivational interviewing: Helping people change. Guilford press.
Seidman, A. (2012). Taking action: A retention formula and model for student success. In A. Seidman (Ed.), College student retention formula for student success (pp. 267–284). Rowman & Littlefield
Publishers.
Tampke, D. R. (2013). Developing, implementing, and assessing an early alert system. Journal of College Student Retention: Research, Theory & Practice, 14(4), 523–532.
https://doi.org/10.2190/CS.14.4.e
Thaler, R. H., & Sunstein, C. R. (2009). Nudge: Improving decisions about health, wealth, and happiness. New York, NY: Penguin.
Venit, E. P., Mason, J., & Hlavac, M. (2009). Hardwiring student success: building disciplines for retention and timely graduation. Washington, D.C.: Education Advisory Board, Advisory Board Company.
Waltenbury, M., Brady, S., Gallo, M., Redmond, N., Draper, S. & Fricker, T. (2018). Academic Probation: Evaluating the Impact of Academic Standing Notification Letters on Students.
Winfield, J. (2018, December). The art of intervention: Partnering with faculty for early academic alert. Academic Advising Today, 41(4). https://nacada.ksu.edu/Resources/Academic-Advising-
Today/View-Articles/The-Art-of-Intervention-Partnering-with-Faculty-for-Early-Academic-Alert.aspx
Young, D. (Ed.). (2019), 2017 National Survey on The First-Year Experience: Creating and coordinating structures to support student success. Columbia, SC: University of South Carolina, National Resource
Center for The First-Year Experience & Students in Transition.

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Designing Early Alert Programs Aimed at Fostering Student Success and Persistence

  • 1. Designing Early Alert Programs Aimed at Fostering Student Success and Persistence Mike Dial University Advising Center University of South Carolina Paige McKeown University Advising Center University of South Carolina
  • 2. Agenda for Our Time Together • Welcome and Introductions • Defining Early Intervention • History, Purpose, and Value of Early Intervention • Early Intervention on the National Landscape • Theoretical Underpinnings • Mission and Goals • Identifying Red Flags at Your Campus • Drafting Intervention Plans • Assessment • Conclusions
  • 3. Learning Outcomes • Understand the history, purpose, and value of early alert programming • Explore recent research/data on the national landscape of early alert programming • Identify key components for early intervention at their institutions • Design and facilitate a systematic early alert program • Develop and sustain a network of faculty and staff dedicated to supporting students at various bottlenecks in the first-year experience. • Prepare faculty to monitor student behaviors predictive of negative academic consequences • Prepare student support staff to respond and intervene with flagged students • Evaluate and assess early alert programs for continued improvement
  • 5. Background What do we mean by “Early Alert” or “Early Intervention”?
  • 6. “A systematic method of recording and communicating student behaviors that contribute to student attrition” and “effective intervention at the first indication of academic difficulty.” (Tampke, 2013)
  • 7. RET = E ID + (E + IN + C) IV (Seidman, 2012)
  • 8. Collaboration and Communication • Who is involved? • Who should be involved? • What systems exist to allow communication Advising Student Success Centers Housing Financial Aid Emergency Aid Programs Peer Mentors First-Year Seminars Gateway Courses Orientation Writing Intensive Courses Career Centers Counseling
  • 9. Brief History of Early Alert
  • 10. Rationale • Pushback against ”Academic Darwinism” • Belief that intervention can make a difference
  • 11. Implications • Monitor all students and not just those that enter at-risk • High-touch, high-impact interventions model care promised in admissions and orientation
  • 12. Causes • What are the immediate signs Proximal • What are the factors behind the immediate signs Distal • Ask 5 “Whys” • Build relationships of trust Tips to get to the root cause
  • 13.
  • 14. Research & Best Practices • Limited • Single Institution Studies • Accessibility/Ease of Use for Practitioners
  • 16. 2017 National Survey on The First- Year Experience • Administered Feb – Aug 2017 • 3,977 Institutions invited to participate • 537 responses (13.5% response rate, lower than anticipated) • Often the VPSA or the person most responsible for first-year programs • Covers broad range of initiatives designed to support success in the first college year Young, D. (2019)
  • 17. Most Common FYE Programs/Initiatives Freq. % First-year academic advising (ADV) 422 80.4 Early alert systems (EA) 415 79.0 Pre-term orientation (OR) 396 75.4 First-year seminars (FYS) 386 73.5 Placement testing (PT) 346 65.9 Peer education (PE) 327 62.3 Student success center (SSC) 290 55.2 Developmental education (DEV) 286 54.5 General education (GE) 284 54.1 Convocation (CNV) 276 52.6 Notes: n = 525. Young, D. (2019)
  • 18. No "Perfect" Professional Home • On Campus • In the Professional Organizations • NODA • FYE • NACADA*
  • 19. Prevalence • Two Year: 64.2% • Four Year: 83.6% • Public: 77.2% • Private: 82.0% Young, D. (2019)
  • 20. Students Targeted Which types of first-year students are monitored through an early warning/academic alert system? Freq. % All first-year students 291 76.0% Other, please specify 49 12.8% Students on academic probation 26 6.8% Student athletes 24 6.3% Students enrolled in developmental or remedial courses 17 4.4% Students with at-risk factors such as GED, low ACT scores, etc. 14 3.7% Students eligible for federal or state equal opportunity programs (EOP) 11 2.9% Provisionally admitted students 10 2.6% First-generation students 7 1.8% Learning community participants 7 1.8% Science, technology, engineering, and math (STEM) students 7 1.8% Young, D. (2019)
  • 21. Students Targeted • Differences by Institution Characteristics • Two-year: Developmental education, Other • Four-year: All first-year students • Public: Student athletes, students on probation, other • Private: All first-year students, students at risk
  • 22. Reach 10% or less 11- 20% 21- 30% 31- 40% 41- 50% 51- 60% 61- 70% 71- 80% 81- 90% 91- 100% Two-year 16.9% 9.9% 16.9% 11.3% 8.5% 4.2% 5.6% 4.2% 2.8% 19.7% Four-year 7.7% 10.3% 11.9% 7.1% 5.4% 3.5% 3.2% 4.2% 6.7% 40.1% 0% 10% 20% 30% 40% 50% Percentage of Institutions Percentage of First-Year Students Reached Young, D. (2019)
  • 23. Reach 10% or less 11- 20% 21- 30% 31- 40% 41- 50% 51- 60% 61- 70% 71- 80% 81- 90% 91- 100% Public 11.1% 12.0% 14.8% 8.8% 7.4% 4.2% 4.2% 3.7% 4.6% 29.2% Private 7.3% 7.9% 9.7% 6.7% 4.2% 3.0% 3.0% 4.8% 7.3% 46.1% 0% 10% 20% 30% 40% 50% Percentage of Institutions Percentage of First-Year Students Reached Young, D. (2019)
  • 25. Timing • How “early” is “Early Alert”? • Midterm? • First signs of issues? • Between terms?
  • 26. Timing Only before midterm Only at or after midterm Ongoing throughout the term Ongoing throughout the first year Other Two-year 8.5% 1.4% 46.5% 38.0% 5.6% Four-year 7.1% 6.7% 22.8% 57.4% 6.1% 0% 10% 20% 30% 40% 50% 60% Percentage of Institutions Timing of Monitoring or Response of Early-Warning or Academic Alert System Young, D. (2019)
  • 27. Timing Only before midterm Only at or after midterm Ongoing throughout the term Ongoing throughout the first year Other Public 9.3% 6.0% 28.2% 50.0% 6.5% Private 4.8% 4.8% 25.5% 59.4% 5.5% 0% 10% 20% 30% 40% 50% 60% Percentage of Institutions Timing of Monitoring or Response of Early-Warning or Academic Alert System Young, D. (2019)
  • 28. 89.0% 89.0% 83.0% 74.0% 53.0% 52.0% 27.0% 11.0% 89.6% 88.3% 68.0% 54.8% 43.6% 41.8% 22.7% 15.1% 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% 80.0% 90.0% 100.0% Faculty Academic Advisors Academic Support Personnel Athletics Department Staff Counseling Residence Life Staff Peers Information Technology Staff Types of Staff Participating in Early Alert/Academic Warning Programs 2012 JNGI 2019 NRC Barefoot, B. O., Griffin, B. Q., & Koch, A. K. (2012) Young, D. (2019)
  • 29. Relational Intervention Effective intervention should be facilitated by institutional staff with the closest relationships to at-risk students. At-Risk Student Academic Advisor Seminar Instructor Athletics Advisor Program Advisor Honors Advisor
  • 30. Academic Advisors and Early Alert Academic advisors responding to early alerts benefit students by: • Connecting them to resources • Ensuring they are in majors and courses that align with their strengths, values, and goals • Showcasing an institutional ethic of care for students and their success. This Photo by Unknown Author is licensed under CC BY-SA-NC
  • 31. Session 2 Technology, Theory, and Real-World Interventions
  • 32. Session 1 Recap • “A systematic method of recording and communicating student behaviors that contribute to student attrition” and “effective intervention at the first indication of academic difficulty.” (Tampke, 2013) • RET = E ID + (E + IN + C) IV • High quality early alert programs can improve equity on campus for students in “graduation gap” populations • Best Practices • Systematic, collaborative approaches • Primary intervention agents = full-time staff with existing relationships to students (academic advisors, athletics advisors, program advisors, seminar instructors, etc.) • Referrals/alerts should be available throughout the academic year • Early alert programs should target all students, not just those in specific populations/courses
  • 34. Role of Technology Unable to judge 1 - Entirely technolog y-based 2 3 4 5 6 7 - Entirely human- based Series1 3.1% 1.3% 5.2% 7.3% 24.0% 14.4% 14.1% 30.5% 3.1% 1.3% 5.2% 7.3% 24.0% 14.4% 14.1% 30.5% 0% 5% 10% 15% 20% 25% 30% 35%
  • 35. Data Collection • Precollege Data • Student Self Reports • Survey Responses • Faculty submitted grades and/or attendance • Learning Management System Analytics
  • 36. Role of Technology In other words, sending up a red light isn’t likely to influence retention. But if that red light leads to advisers [or other student support personnel] reaching out to students and providing targeted support, we might see bigger impacts on student outcomes. (Karp, 2014)
  • 37.
  • 38. Intrusive Advising • Action-oriented model • Identification of students at “crisis points” • Connections to resources when most appropriate Earl, 1987
  • 39. 3 Postulates of Intrusive Advising 1. Faculty and staff can be trained to identify students who need assistance 2. Students DO respond to direct contact in which their concerns are identified and help is offered 3. Deficiencies in a student’s “fit” can be treated (Earl, 1987)
  • 40. Choice Architecture A choice architect has the responsibility for organizing the context in which people make decisions. (Thaler and Sunstein, 2009)
  • 41. Choice Architecture Poor Choices • Inexperienced • Poorly Informed • Slow or Infrequent Feedback Good Choices • Experience • Good information • Prompt Feedback (Thaler and Sunstein, 2009)
  • 42. Help Seeking • An important developmental skill • Unique among learning strategies
  • 43. Transtheoretical Model (TTM) of Intentional Human Behavior Change (Miller and Rollnik, 2012) Pre-contemplation Contemplation Preparation Action Maintenance Relapse
  • 44. Types of Pre- Contemplators • Reluctant • Lack of knowledge/do not want to consider change • Rebellious • Aware of the problem • Often invested in the problem/problem behavior • Invested in making their own decisions – “don’t tell me what to do” • Resigned • Lack of energy or investment • Given up on the possibility of change • Overwhelmed by the problem • Rationalizing • Appears to have all the answers • Not considering change because of personal risk • May believe their problems are someone else’s fault
  • 45. Breakout Rooms • What theories or approaches currently guide your early intervention initiatives? • What from today’s session do you want to learn more about? • What theories or approaches discussed today do you see yourself wanting to incorporate in your early intervention planning/facilitation?
  • 47. What is Early Intervention? • Formal, proactive feedback systems that alert students and staff to red flags. • (Cuseo, n.d.)
  • 48. Signals for Early Alert • Academic performance • Behavior • Disruption in class • Skipping class • Conduct • Affect • Others?
  • 49. Class Attendance = Highly Predictive of Persistence 1.98 2.96 0 0.5 1 1.5 2 2.5 3 3.5 Average First-Year GPA More Than Three Absences in One Classs No Attendance Problems 64% 89% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Retention to Sophomore Year More Than Three Absences in One Class No Attendance Problems http://www.pathfinders.msstate.edu/findings.html
  • 50. Early Intervention Red Flags at Carolina Non-registration in upcoming term Faculty submitted “at-risk” progress reports and alerts to advisors Attendance Registered in fewer than 13 credit hours Holds – (more info coming) Bursar Drop for Non-Payment Scholarship Risk Student Survey Response
  • 51. The Non-Registered Initiative Advisors and key department contacts receive a list of students who are eligible to enroll in the coming semester, but aren’t Graduating students are removed Advisors leverage existing relationships to support students in registration barriers Advisors’ lists include if students have advising holds and other registration holds that may identify the barrier Advisors encourage the student to register and document reasons students are not returning (if they know)
  • 52.
  • 53. Holds prevent students from registering on time Student resolves hold but misses first choice classes Failure to sequence classes correctly increases time to degree Student in classes in which they are less likely to succeed academically Additional semesters increase college cost, academic difficulty decreases GPA Student resources, perseverance, and academic self-efficacy exhausted before degree completion Hold “Death Spiral” (Venit, Mason, & Hlavac, 2009)
  • 54. First-Year Retention Survey 39 question survey distributed to all new FTIC students each fall Covers six categories • Academic Behavior • Adjustment • Community and Living • Finance • Resilience • Other Institutional Research identifies predictive questions Collaborative Response Team
  • 55. The Water Cooler • Questions • Comments • Thoughts
  • 57. Developing Goals for Your Early Intervention • Starting with the end in mind helps create cohesiveness and buy-in • Lean on your institutional and/or unit mission statement • Starting with an established mission helps define vision-inspired goals, value, and impact • Goals should… • Detail how the program aligns with the mission • Detail overarching expectations • Reflect the operation efforts of early intervention
  • 58. Questions as You Develop Goals • What’s the purpose of your program? • What need are you trying to fill on your campus? • What are your intended outcomes? • Who is your student population (institutional, departmental, or program)? • Who are your stakeholders? • How will your program impact those stakeholders? • When are monitoring of students and interventions going to occur?
  • 59. Proactive vs. Reactive • Both are valid! • Must serve your target population(s) and identified red flags/crisis points • Proactive interventions may be geared towards “historically” at-risk populations • Help to preempt and support students through acclimation challenges • Most early interventions ARE reactive • Based on a referral/alert or concerning behavior
  • 60. Drafting the Intervention Plan – Who? WHAT RESOURCES ARE AVAILABLE TO YOU AT YOUR CAMPUS? WHO ARE YOUR STAKEHOLDERS/ COLLABORATORS? WHO WILL BE YOUR ALLIES? BIGGEST CHALLENGERS? WHO DO YOU NEED BUY-IN FROM?
  • 62. Return on Investment Low Medium High Two-year 26.7% 18.3% 42.2% Four-year 13.2% 18.3% 58.0% 0% 10% 20% 30% 40% 50% 60% 70% Percentage of Institutions Return on Investment Young, D. (2019)
  • 63. Drafting the Intervention Plan – Campus Culture • How do students engage with existing services on campus? • How do offices engage with each other? • Who has existing, “assigned” relationships with students? • What services address the “red flags” on your campus? • How are students funneled to those services? • What communication are students receiving about these services?
  • 65. Contact • Email • Letter (in 2021?) • Text Message • Phone • Face-to-face • Social media
  • 66. Type of Response 96.6% 82.5% 62.9% 26.1% 9.4% 3.1% 0% 20% 40% 60% 80% 100% Phone, letter, or electronic contact Informed about assistance… Contacted in person Required to obtain assistance Families were notified Other Percentage of Institutions Types of Response from Early-Alert Systems Young, D. (2019)
  • 67. Student Reaction If students perceive early warnings as a reprimand rather than an opportunity to get help, they may ignore the signals or avoid efforts of college personnel to contact them (Karp, 2014)
  • 68. A Possible Model for Intervention/Communication Active Passive Negative (Punitive) Informational (Just the Facts) Positive (Motivational) (Dial, 2020)
  • 69. A Possible Model for Intervention/Communication Active Schedule Advising Global Communications Registration Holds Outreach Caseload Scrub Transfer Scrub < 13 Credit hours Non-Registered Initiative First-Year Retention Survey Passive Registration Holds Probation Outreach Student Kudos Negative (Punitive) Informational (Just the Facts) Positive (Motivational) (Dial, 2020)
  • 70. Psychologically Attuned Communication Describe academic challenges as a process of learning, not a label Describe Acknowledge factors that contribute to academic difficulty Acknowledge Communicate that is it not uncommon to face academic difficulty Communicate Offer hope and support Offer Waltenbury, M., Brady, S., Gallo, M., Redmond, N., Draper, S. & Fricker, T. (2018). Academic Probation: Evaluating the Impact of Academic Standing Notification Letters on Students.
  • 71. Drafting Intervention Plan - Technology What does it need to do? •Pie-in-the-sky: given your goals, what would it ideally do? Would this technology enhance workflow, or overcomplicate? Do you have a platform on campus with this capability? If so, how can existing technology be utilized effectively? If not – how can existing technology be used to fit your needs? Is piloting or scaling an option if the current tech doesn’t fit your needs/goals? Who are your collaborators in technology?
  • 72. All the Choices! • Complexity of modern colleges and universities • Proliferation of products • Philosophy of student support staff • Sources of information • Modes of communication
  • 74. Training Staff for Early Intervention Engage staff to be the subject matter experts in their setting Academic support Counseling Housing Career services Advising Faculty What training do staff need to respond to the red flags? Depends on which staff are responding
  • 75. Increasing Faculty Participation Messaging during faculty orientation Focus on first-year courses Make the case with data Encouragement from the provost Periodic email prompts Close the loop on reporting Effective early alert has an opportunity to be a great “equalizer” Align faculty and staff in the collaborative work of supporting student success (Venit, Mason, & Hlavac, 2009)
  • 76. Referral Matrices • Alerts staff to appropriate referral • May go beyond traditional early intervention to include student well-being
  • 78. Assessing Early Intervention “Assessment is the process of gathering and discussing information from multiple and diverse sources in order to develop a deep understanding of what students know, understand, and can do with their knowledge as a result of educational experiences; the process culminates when assessment results are used to improve subsequent learning” - Huba and Freed, 2000 https://www.northwestern.edu/searle/assessment-of-student- learning/assessment-process/index.html
  • 79. Assessing Early Intervention What data already exists on your campus that would be useful to you in early intervention programming and assessment? Utilize Schuh’s Eight Questions to simplify the assessment process to a manageable level
  • 80.
  • 81. Thank You! Mike Dial mdial@sc.edu miketdial@weebly.com Twitter: @mtdial Paige McKeown paigem@sc.edu Twitter: @paigecristine_m Please remember to submit your evaluation on Guidebook!
  • 82. Sources Barefoot, B. O., Griffin, B. Q., & Koch, A. K. (2012). Enhancing student success and retention throughout undergraduate education: A national survey. Brevard, NC: John N. Gardner Institute for Excellence in Undergraduate Education, Brevard, NC. Retrieved from https://static1.squarespace.com/static/59b0c486d2b857fc86d09aee/t/59bad33412abd988ad84d697/1505415990531/JNGInational_survey_web.pdf Cuseo, J. (n.d). Red Flags: Behavioral indicators of potential student attrition. [White Paper]. Retrieved from http://listserv.sc.edu/wa.cgi?A0=FYE-LIST Dial, M., & McKeown, P. (2019, December). Beyond faculty referrals: Advisory facilitated early intervention. Academic Advising Today, 42(4). https://nacada.ksu.edu/Resources/Academic-Advising- Today/View-Articles/Beyond-Faculty-Referrals-Advisor-Facilitated-Early-Intervention.aspx Habley, W. R., Bloom, J. L., & Robbins, S. B. (2012). Increasing persistence: Research-based strategies for college student success. John Wiley & Sons. San Francisco: Jossey-Bass. Miller, W. R., & Rollnick, S. (2012). Motivational interviewing: Helping people change. Guilford press. Seidman, A. (2012). Taking action: A retention formula and model for student success. In A. Seidman (Ed.), College student retention formula for student success (pp. 267–284). Rowman & Littlefield Publishers. Tampke, D. R. (2013). Developing, implementing, and assessing an early alert system. Journal of College Student Retention: Research, Theory & Practice, 14(4), 523–532. https://doi.org/10.2190/CS.14.4.e Thaler, R. H., & Sunstein, C. R. (2009). Nudge: Improving decisions about health, wealth, and happiness. New York, NY: Penguin. Venit, E. P., Mason, J., & Hlavac, M. (2009). Hardwiring student success: building disciplines for retention and timely graduation. Washington, D.C.: Education Advisory Board, Advisory Board Company. Waltenbury, M., Brady, S., Gallo, M., Redmond, N., Draper, S. & Fricker, T. (2018). Academic Probation: Evaluating the Impact of Academic Standing Notification Letters on Students. Winfield, J. (2018, December). The art of intervention: Partnering with faculty for early academic alert. Academic Advising Today, 41(4). https://nacada.ksu.edu/Resources/Academic-Advising- Today/View-Articles/The-Art-of-Intervention-Partnering-with-Faculty-for-Early-Academic-Alert.aspx Young, D. (Ed.). (2019), 2017 National Survey on The First-Year Experience: Creating and coordinating structures to support student success. Columbia, SC: University of South Carolina, National Resource Center for The First-Year Experience & Students in Transition.

Editor's Notes

  1. Introductions
  2. Introduce facilitators Explain agenda
  3. Share Learning Outcomes Goals for today Please take a moment, to fill out five personal goals for our time together today in your packet. Think, Pair, Share (small group): Introduce yourself to those around you. Share: What are your goals for today’s workshop? Have participants share out in large group to find common themes
  4. Drop the link to the workbook in the slide.
  5. MD Open Discussion: What does Early Intervention mean to you? What are we talking about? Breakout rooms – Redesign Slides
  6. MD “Formal, proactive, feedback system through which students and student-support agents are alerted to early red flags.” (Cuseo, n.d.) “A systematic method of recording and communicating student behaviors that contribute to student attrition” and “effective intervention at the first indication of academic difficulty.” (Tampke, 2013) Programs that “seek to identify students at-risk for dropping out or for poor academic performance early in the term so that appropriate interventions can help the student recover early enough to raise their grades.” (Habley, Bloom, and Robbins, 2012) In this session we will further expand these definitions to identify and explore non-academic warning signs of attrition.
  7. MD Seidman (2012) proposed a formula for student retention RET = E ID + (E + IN + C) IV (p. 272). He suggested that student retention may be achieved by early identification of student needs plus early, intensive, and continuous intervention.
  8. MD Early alert programs may be a key to creating formal, systemic networks joining offices in the work of connecting first-year students to appropriate campus resources. The collaboration required to facilitate these programs effectively has the potential to create cooperative networks on campus to support first-year student success.
  9. MD Grades (midterm) and instructor feedback Massification in higher education Proliferation of network/internet infrastructure Term starts popping up in literature in the 1980s, with increasing frequency in the 90s and really coming on strong in the 2000s Development of tools Comprehensive institutional data management (e.g. Banner, PeopleSoft) Course management systems Student retention platforms (e.g. Starfish, EAB, Civitas)
  10. MD Look Left, Look Right
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  14. MD Limited Single Institution Studies Accessibility/Ease of Use for Practitioners Often buried in Doctoral Dissertations Hard to locate Difficult for early career practitioners to make meaning of
  15. MD Barefoot, B. O., Griffin, B. Q., & Koch, A. K. (2012). Habley, W. R., Bloom, J. L., & Robbins, S. B. (2012).
  16. MD The first-year seminar continues to be a common structure for supporting student success in higher education, yet it represents only one of many first-year programs. With this in mind, the 2017 National Survey on The First-Year Experience marks a change from previous surveys administered by The National Resource Center for The First-Year Experience and Students in Transition by exploring a broad range of initiatives designed to support success in the first college year. Recognizing that individual first-year programs are connected to extensive bodies of literature and practice, authors representing diverse professional networks focused on college student success contribute their voices to the analyses and presentation of results. The report includes an overview of institutional attention to the first year and the prevalence of and connections between first-year programs, a review of the results relating to selected first-year programs, and implications for practice and future research.
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  20. PM From 2017 survey – reminder could select multiple answers First year students as a “special pop” in and of themselves are most prevalent Not until we get to development/remedial courses do we see academic risk factors
  21. PM Difference in institution focus/resources
  22. PM Q73. What is the approximate percentage of first-year students on your campus who are reached by early warning/academic alert systems? Either happening en masse or not at all at 2-year
  23. PM Q73. What is the approximate percentage of first-year students on your campus who are reached by early warning/academic alert systems? Private – resources, most likely smaller – all students fit into specific populations
  24. PM Importance of Calendaring – intentionality
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  26. PM EAB – Midterm Grades are too difficult to collect, occur to late in the semester to be effective as an intervention tool, and offer too little information.
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  28. MD During fall 2010, the John Gardner Institute (JNGI) administered a national survey to 1,373 chief academic officers at four-year universities to examine the use of selected student success and transition initiatives nationwide. The survey received a 38.4% response rate (n=52). The results of this survey were published in the report, Enhancing Student Success and Retention throughout Undergraduate Education: A National Survey (Barefoot, Griffin, and Koch, 2012). Then in spring 2017, the National Resource Center for the First-Year Experience and Students in Transition administered the National Survey of the First-Year Experience. The instument was sent to 3,977 two- and four-year institutions and received a 13.5% response rate (n=537). For the first time, this survey included a focus on multiple first-year experience programs and Relational Advising
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  35. PM - Part of tech selection is it’s ability to connect to the data you need/want access to.
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  40. MD - In developing programs for students on probation, you are in effect designing a series of choices that they will make – including choosing not to choose or act. There is no such thing as neutral design = arbitrary decisions that you make in initiative design/redesign will have subtle influence on the choices your students make. In fact, something you do that seems small may have great impact on your student’s behavior.
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  42. MD “Self regulation refers to having a variety of strategies for dealing with academic challenges as they arise.” – Think of the various components of the GAMES Help seeking is unique because for many students it may represent a deficiency in their abilities, where in fact the awareness of one’s own need and willingness to ask for help is a trait of a developmentally mature individual – we may have trouble with this as highly educated adults. Early Alert – when done well – allows us to push students to seek the help and resources they either do not know they need or are unaware they are available.
  43. MD Stages of Change  Behavior change involves a process that occurs in increments and that involves specific and varied tasks is at the heart of the transtheoretical model of intentional human behavior change.  Stages  Precontemplation  The earliest stage of change. Students in precontemplation are either unaware of problem behavior or are unwilling or discouraged when it comes to changing it  Many first-year students enter the university in the precontemplative stage of change. They are unaware of their own need to make changes or seek help.  Contemplation  A person acknowledges that he or she has a problem and begins to think seriously about solving it. Contemplators struggle to understand their problem, to see its causes, and to think about possible solutions.  The individual knows where he or she wants to be and maybe even how to get there, but he or she is not quite ready to make a commitment.  Many of our offices in the Division of Student Affairs are set up for students in this stage of change  Preparation  The person is ready to change in the near future  Individuals in this stage of change need to develop a plan that will work for them  Commitment to change does not necessarily mean that change is automatic, that change methods used will be efficient, or that the attempt will be success in the long term  Action  In this stage of change, students most overtly modify their behavior  They make the move and implement the plan for which they have been preparing  Maintenance  Final stage in the process of change  The person works to consolidate the gains attained during the action stage and struggles to prevent relapse  Students may “recycle” through the stages many different times before reaching success; thus, a “slip” should not be considered an utter failure but, rather, a step back 
  44. Reluctant Lack of knowledge/do not want to consider change Motivating them is going to take time. Use careful listening and provide feedback in a sensitive and empathic manner. Rebellious Aware of the problem Often invested in the problem/problem behavior Invested in making their own decisions – “don’t tell me what to do” They may argue and verbally and non-verbally let you know they do not want to be in your program. The key to working with rebellious precontemplators may be providing options and allowing them to choose for themselves. Try to help the rebellious precontemplator turn their rebellious energy into positive energy focused on change. Resigned Lack of energy or investment Given up on the possibility of change Overwhelmed by the problem Instill hope and help them explore and identify the barriers to their change. Accentuate their positive steps – acknowledging their successes will help build self-efficacy. Rationalizing Appears to have all the answers Not considering change because of personal risk May believe their problems are someone else’s fault Empathy and reflective listening are key to helping these students. Do not argue with the rationalizing pre-contemplator.
  45. PM Given what we’ve chatted through so far, what’s on your minds?
  46. PM Red flags is part of the definition – this helps us develop what our students need
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  48. PM Pathfinders Program (Mississippi State University)
  49. PM Pathfinders Program (Mississippi State University)
  50. PM Process for faculty to submit alerts for SI supported courses (prompted twice a semester, via EAB) AND for all faculty to be able to submit alerts of students who are absent or disengaged directly to advisors Bursar and financial aid – outside offices have come to the UAC asking to utilize the relationship that advisors have with students in reaching out to those who could be impacted – piloting right now for scalability Highlight not all UAC
  51. usually Around 3 weeks after registration times List comes from campus data warehouse – students enrolled in current term, not suspended, compared to next term Advisors will consider special populations – co-op and internship students, study abroad, clinical placements, etc
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  53. PM Response Team First-Year Advising Student Success Housing U101 Financial Aid Highlight Financial Aid providing scholarships to students who indicate they don’t know how to pay for next year.
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  56. PM Time to write on page 6 of workbook Table talk – what are you thinking?
  57. PM Workbook time on page 7
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  66. MD Prioritization Structure Political Mechanism Considerations Resources Money Personnel Time Capacity Tech vs Touch Timing How early is early intervention?
  67. MD Add information on Psychologically attuned letters.
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  70. PM In your workbook – worth thinking about in developing your plan or revisiting what you already have Workbook Time
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  76. PM Workbook What is the issue at hand? (What question are you trying to answer?)  2. How should we collect data? (Where will you get the information?)  3. What is the purpose of the assessment? (What outcome are you trying to determine?)  4. What instrument should we use? (Any special tools needed to collect information?)  5. Who should be studied? (What populations are you going to look at?)  6. How should we analyze the data? (How will you make meaning of it?)  7. What is the best assessment method? (How are you going to answer your question?)  8. How should we report the results? (How will you tell others?) 
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