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Freshman Retention:
     Impact of Financial Concerns




Sukhwant Jhaj, Rowanna Carpenter
University Studies
Portland State University
December, 2011
Student Success Framework




                               Academic
                             Preparedness
                             and Planning




                             Student
                             Success


                                              Well Being:
                                            financial, physic
             Connectedness                         al
Student Success: From Data to Action

• Early identification of students at risk
• On going communication
• Quick intervention
Assessment Structure: Data Sources

Prior Learning                          End of Year         E-Portfolio
Survey                                  Survey              Assessment
New financial questions in
2010.
Input from: Dee Wendler, Eric
Blumenthal, Jackie Balzer, Philip
Rogers, James Ofsink, BeckiIngersoll.




University Student Data Warehouse
 - Student Retention (Validated using OIRP 4th week data)
 - Academic Performance, Fin. Aid
Assessment Data: First-Time Freshmen
in FRINQ, Fall 2010

1152 Freshmen
   – Enrolled in a FRINQ course Fall term
   – Includes both full-time and part-time students
   – NOT included: Honors, Liberal Studies, Pre-nursing.
1003 completed the Prior Learning Survey
   – 87.2% response rate
902 completed the End-of-year Survey
   – 82.1% response rate
10%
                                        20%
                                                                 40%
                                                                                50%
                                                                                           60%
                                                                                                              70%




                            0%
              below 3.0


                                                   30% 27.3%
                 3.0-3.5
                                                                          42.2%



                    3.5+
                                                         30.5%



                  No BA
                                                                      40.4%




            BA or higher
                                                                                45.0%




               Finances
                                                                  37.9%




             Academics
                                                                                        52.3%




                   None
                                         17.6%




                   Some
                                                                                  47.8%




                  Major
                                                 23.2%




   First-year Experience

     Parents or relatives
                                                                  38.5% 38.0%




         Apartment, etc
                                                                                                 FRINQ Student Profile - Fall 2010



                                          18.8%




Other University Housing
                                 3.8%
Methodological Approach
Data Analysis
   • Last year: Fall 2007, 2008, 2009 cohorts analyzed together.
   • This year: Fall 2010 analyzed including new financial
     questions. Focus on Freshmen.
   • Comments in end-of-year survey.

Statistical Tests
   • Logistic Regression
       • Model includes academic, financial, housing and demographic
         factors
   • Chi-square
       • Level of Financial Concern
           • Retention
           • Academic Standing
           • Demographic Profile
Logistic Regression Predicting Fall-to-Fall
Retention



Model 2(23)= 184.04, p<.00
R2 = .26 (Nagelkerke)
Predictors of FA 2010 Fall-to-Fall Freshman
Retention
                                                                B          S.E.        Sig.      Exp(B)
Age, gender, ethnicity, first gen                                           Not Significant
Language other than English in home (English
in home)                                                             .86      .235        .000      2.363
Oregon resident (non-resident)                                      .422      .205        .040      1.525
High School GPA*, FT/PTenrl.
* HS GPA’s effect on retention is fully mediated by fall term
                                                                            Not significant
GPA. HS GPA is a primary influence on fall term GPA, which
influences retention.
Fall term GPA                                                       .626      .127        .000       1.87
Fall term credits earned                                            .106      .036        .003      1.112
Intent Deg PSU (other intent)                                       .672      .194        .001      1.959
Reason PSU – Live at Home                                           .169      .072        .019      1.185
Reason PSU – Financial Aid                                          .189      .079        .017      1.208
Financial Confidence                                                        Not Significant
Financial Concern                                                -.527        .136        .000       .590
Work – 20 + hrs/week (not working)                               -.445        .252        .078       .641
Work – 1-19 hrs/week (not working)                               -.377        .197        .056       .686
Constant                                                        -4.660        .910        .000       .009
Predictors of FA 2010 Fall-to-Fall Freshman
Retention: Student Characteristics, Preparedness
When all other factors are equal:
  – There are no differences in retention among students based on age,
    gender, ethnicity, first-generation status, HS GPA, enrollment status
    (part-time v. full-time), or financial confidence. HS GPA’s effect on
    retention is fully mediated by fall term GPA. HS GPA is a strong
    predictor of fall term GPA, which influences retention.
  – Students who speak a language other than English in their homes are
    2.36 times more likely to be retained than students who speak
    English at home.
  – Oregon residents are 1.52 times, or 52% more likely to be retained
    than non-residents.
  – A student with a 3.0 fall term GPA is 1.87 times, or 87% more likely to
    be retained as a student with a 2.0 GPA. A student with a 4.0 GPA is
    3.5 times as likely to be retained as a student with a 2.0 GPA
  – A student who earns 13 credits is 1.11 times as likely to be retained
    as a student who earned 12 credits. A students who earned 16
    credits is 1.51 times as likely to be retained as the student who
    earned 12.
Predictors of FA 2010 Fall-to-Fall Freshman
Retention: Academic Planning, Connectedness
When all other factors are equal:
   – Students who reported that they planned to earn a degree from
     PSU were 1.95 times more likely to be retained as students with
     other plans.
   – Students who strongly agreed that they chose PSU because they
     would be able to live at home are 1.66 times as likely to be retained
     as students who disagreed with that statement.
Predictors of FA 2010 Fall-to-Fall Freshman
Retention: Financial situation, Concern
When all other factors are equal:
   – Students who strongly agreed that they attended PSU because of
     their financial aid package were 1.76 times as likely to be retained as
     students who disagreed with that statement.
   – Students with no financial concerns are 1.69 as likely (69% more
     likely) to be retained than students who expressed finances as a top
     concern or reported their level of concern as major. They are 2.87
     times more likely to be retained than students who report finances
     as a top concern AND express a major concern with their financial
     situation.
   – Students who do not work are 1.56 times as likely to be retained as
     students who work 20 or more hours per week and are 1.45 times
     as likely to be retained as students who work between 1 and 19
     hours per week.
Level of Financial Concern
No Concern = 18.65% (n=186)
No Concern, I am confident that I will have sufficient
funds.

Some Concern =57.97% (n=578)
Some Concern, I will probably have sufficient funds.

Major Concern = 23.37% (n=233)
Major Concern, I am not sure I will have sufficient funds
to complete the degree.
Profile: Students With Major Financial Concern


• Only 20% are not working, 25% are working 20 or
  more hours/week
• 64% are women, compared to 40% for those with no
  concern.
• Hispanic/Latino students are overrepresented.
• 63% are first generation college students.
• 34% speak a language other than English at home.
• 76.8% are Oregon residents, compared with 68.3%
  for those with no concern.
Retention by Level of Financial Concern
                            100%



                            80%


                                                                             None (I am confident that I
  Persistence / Retention




                            60%                                              will have sufficient funds)
                                                                             n=186
                                                                             Some (but I will probably
                                                                             have enough funds) n=578
                            40%

                                                                             Major (I am not sure I will
                                                                             have enough funds to
                            20%                                              complete my degree) n=233



                             0%
                                   FA 10   WI 11           SP 11   Fall 11
                                              Academic Quarter
Financial Stress by Level of Concern
100%



80%


                                                            None (I am confident that I
60%                                                         will have sufficient funds)

                                                            Some (but I will probably have
40%                                                         enough funds)

                                                            Major (I am not sure I will
20%                                                         have enough funds to
                                                            complete my degree


 0%
        I feel prepared financially My personal financial
       to meet an emergency (car situation makes me feel
        repairs, medical bills, etc.)    stressed
What is the Level of Student confidence (Very or
 Completely Confident)in Paying For Expenses, by
 Level of Financial Concern?
100%                   96.8%           96.8%                         96.4%           94.6%
       92.2%
                                                     88.4%


80%
                                                                                                       None (I am confident that I will
                                                                                                       have sufficient funds)
60%

                                                                                             42.7%     Some (but I will probably have
40%                                                                          36.1%                     enough funds)
                                                             29.7%
                               25.0%           26%
               22.0%
                                                                                                       Major (I am not sure I will have
20%
                                                                                                       enough funds to complete my
                                                                                                       degree
 0%
                           Tuition
           Room




                                           Books




                                                                                       Transportatio
                                                         Medical



                                                                         Food



                                                                                             n
Price Increase and Student Participation
Student Price Response in Higher Education: An Update to Leslie and
Brinkman, Author(s): Donald E. Heller Source: The Journal of Higher Education, Vol.
68, No. 6 (Nov. - Dec., 1997), pp. 624-659
     – Tuition Sensitivity: Increase in Tuition results in decline in enrollment....Every
        $100 increase in tuition results in a drop in enrollment of .5 to 1 percentage
        point.
     – Aid Sensitivity: Decrease in financial aid also results in a decline in enrollment.
     – Difference among income groups: Lower income students are more sensitive.
     – Differences among races: Black students are more sensitive. For Hispanic
        students, the evidence is more mixed.
     – Difference among sectors: Students in community colleges are more sensitive
        to tuition and aid changes.

Kane, Thomas (1999). The Price of Admission: Rethinking How Americans Pay for
College. Washington, D.C.: The Brookings Institution Press.
     – Public 4-Year - Enrollment fell 10% for every $1,000 annual increase in price
Financial Aid
“The earlier findings that student retention is enhanced by scholarships and work
study programs and negatively enhanced by student loans (Astin 1975) are no longer
supported by current data. State assistance and practically every form of federal
student aid have no discernible effect on student development.”

“About the only form of financial aid that seems to have a measurable direct impact
on student development is a grant from the college.”



-Alexander W. Astin, What Matters in College, Four Critical Years Revisited.
Categories of Student Input: “Is there something
PSU can do to help you continue your studies?”


                            Advising &
              Financial     Academic
                (56%)        Support
                              (15%)

   Academic                          Community
     (17%)           Improving         (12%)
                     Retention:
                      Student
                       Input
Student Responses: Is there something PSU or
University Studies can do to help you continue your
studies?
                                    Cost of Attendance
                                    (35%)
                                    • Too High
  Scholarship/Aid/Grants            • Do not increase tuition
  (56.2%)                           • In-State tuition for students
                                      from adjacent communities
  • Need more University
    sponsored grants
                                                                      Other
  • Grant support for students                                        (8.8%)
    not meeting criteria for need
    based aid                                                         • Financial Aid processing
  • “Help” planning for the how                                       • Housing Cost
    to pay tuition                                                    • Food Plan
                                                                      • Academic Financial planning



                                         Financial
                                         56% of
                                       responses
Actions
• Monthly bill pay options.
   – 51% of students with major concern would find this useful
• Question and answer session about financial aid options and
  resources.
   – 62% of students with major concern would find this useful
• Portfolio-of-Initiatives: Data to action projects: Last Mile, Fall
  Registration Project, Freshman Retention Project. Financial
  Literacy, Financial Issues Working Group.
• Opportunity and Competitiveness: Portland State University's
  Strategic Plan, 2011-2014:Enollment Management, tuition
  policy, scholarship, access, data availability, financial
  Literacy, interventions
Thank You
               Rowanna Carpenter
       Assessment Guru, University Studies
              carpenterr@pdx.edu

                   Sukhwant Jhaj
             Director, University Studies
Special Assistant to the Provost for Student Success
         Blog: https://jhaj.wordpress.com/

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Freshman Retention: Impact of Financial Concerns

  • 1. Freshman Retention: Impact of Financial Concerns Sukhwant Jhaj, Rowanna Carpenter University Studies Portland State University December, 2011
  • 2. Student Success Framework Academic Preparedness and Planning Student Success Well Being: financial, physic Connectedness al
  • 3. Student Success: From Data to Action • Early identification of students at risk • On going communication • Quick intervention
  • 4. Assessment Structure: Data Sources Prior Learning End of Year E-Portfolio Survey Survey Assessment New financial questions in 2010. Input from: Dee Wendler, Eric Blumenthal, Jackie Balzer, Philip Rogers, James Ofsink, BeckiIngersoll. University Student Data Warehouse - Student Retention (Validated using OIRP 4th week data) - Academic Performance, Fin. Aid
  • 5. Assessment Data: First-Time Freshmen in FRINQ, Fall 2010 1152 Freshmen – Enrolled in a FRINQ course Fall term – Includes both full-time and part-time students – NOT included: Honors, Liberal Studies, Pre-nursing. 1003 completed the Prior Learning Survey – 87.2% response rate 902 completed the End-of-year Survey – 82.1% response rate
  • 6. 10% 20% 40% 50% 60% 70% 0% below 3.0 30% 27.3% 3.0-3.5 42.2% 3.5+ 30.5% No BA 40.4% BA or higher 45.0% Finances 37.9% Academics 52.3% None 17.6% Some 47.8% Major 23.2% First-year Experience Parents or relatives 38.5% 38.0% Apartment, etc FRINQ Student Profile - Fall 2010 18.8% Other University Housing 3.8%
  • 7. Methodological Approach Data Analysis • Last year: Fall 2007, 2008, 2009 cohorts analyzed together. • This year: Fall 2010 analyzed including new financial questions. Focus on Freshmen. • Comments in end-of-year survey. Statistical Tests • Logistic Regression • Model includes academic, financial, housing and demographic factors • Chi-square • Level of Financial Concern • Retention • Academic Standing • Demographic Profile
  • 8. Logistic Regression Predicting Fall-to-Fall Retention Model 2(23)= 184.04, p<.00 R2 = .26 (Nagelkerke)
  • 9. Predictors of FA 2010 Fall-to-Fall Freshman Retention B S.E. Sig. Exp(B) Age, gender, ethnicity, first gen Not Significant Language other than English in home (English in home) .86 .235 .000 2.363 Oregon resident (non-resident) .422 .205 .040 1.525 High School GPA*, FT/PTenrl. * HS GPA’s effect on retention is fully mediated by fall term Not significant GPA. HS GPA is a primary influence on fall term GPA, which influences retention. Fall term GPA .626 .127 .000 1.87 Fall term credits earned .106 .036 .003 1.112 Intent Deg PSU (other intent) .672 .194 .001 1.959 Reason PSU – Live at Home .169 .072 .019 1.185 Reason PSU – Financial Aid .189 .079 .017 1.208 Financial Confidence Not Significant Financial Concern -.527 .136 .000 .590 Work – 20 + hrs/week (not working) -.445 .252 .078 .641 Work – 1-19 hrs/week (not working) -.377 .197 .056 .686 Constant -4.660 .910 .000 .009
  • 10. Predictors of FA 2010 Fall-to-Fall Freshman Retention: Student Characteristics, Preparedness When all other factors are equal: – There are no differences in retention among students based on age, gender, ethnicity, first-generation status, HS GPA, enrollment status (part-time v. full-time), or financial confidence. HS GPA’s effect on retention is fully mediated by fall term GPA. HS GPA is a strong predictor of fall term GPA, which influences retention. – Students who speak a language other than English in their homes are 2.36 times more likely to be retained than students who speak English at home. – Oregon residents are 1.52 times, or 52% more likely to be retained than non-residents. – A student with a 3.0 fall term GPA is 1.87 times, or 87% more likely to be retained as a student with a 2.0 GPA. A student with a 4.0 GPA is 3.5 times as likely to be retained as a student with a 2.0 GPA – A student who earns 13 credits is 1.11 times as likely to be retained as a student who earned 12 credits. A students who earned 16 credits is 1.51 times as likely to be retained as the student who earned 12.
  • 11. Predictors of FA 2010 Fall-to-Fall Freshman Retention: Academic Planning, Connectedness When all other factors are equal: – Students who reported that they planned to earn a degree from PSU were 1.95 times more likely to be retained as students with other plans. – Students who strongly agreed that they chose PSU because they would be able to live at home are 1.66 times as likely to be retained as students who disagreed with that statement.
  • 12. Predictors of FA 2010 Fall-to-Fall Freshman Retention: Financial situation, Concern When all other factors are equal: – Students who strongly agreed that they attended PSU because of their financial aid package were 1.76 times as likely to be retained as students who disagreed with that statement. – Students with no financial concerns are 1.69 as likely (69% more likely) to be retained than students who expressed finances as a top concern or reported their level of concern as major. They are 2.87 times more likely to be retained than students who report finances as a top concern AND express a major concern with their financial situation. – Students who do not work are 1.56 times as likely to be retained as students who work 20 or more hours per week and are 1.45 times as likely to be retained as students who work between 1 and 19 hours per week.
  • 13. Level of Financial Concern No Concern = 18.65% (n=186) No Concern, I am confident that I will have sufficient funds. Some Concern =57.97% (n=578) Some Concern, I will probably have sufficient funds. Major Concern = 23.37% (n=233) Major Concern, I am not sure I will have sufficient funds to complete the degree.
  • 14. Profile: Students With Major Financial Concern • Only 20% are not working, 25% are working 20 or more hours/week • 64% are women, compared to 40% for those with no concern. • Hispanic/Latino students are overrepresented. • 63% are first generation college students. • 34% speak a language other than English at home. • 76.8% are Oregon residents, compared with 68.3% for those with no concern.
  • 15. Retention by Level of Financial Concern 100% 80% None (I am confident that I Persistence / Retention 60% will have sufficient funds) n=186 Some (but I will probably have enough funds) n=578 40% Major (I am not sure I will have enough funds to 20% complete my degree) n=233 0% FA 10 WI 11 SP 11 Fall 11 Academic Quarter
  • 16. Financial Stress by Level of Concern 100% 80% None (I am confident that I 60% will have sufficient funds) Some (but I will probably have 40% enough funds) Major (I am not sure I will 20% have enough funds to complete my degree 0% I feel prepared financially My personal financial to meet an emergency (car situation makes me feel repairs, medical bills, etc.) stressed
  • 17. What is the Level of Student confidence (Very or Completely Confident)in Paying For Expenses, by Level of Financial Concern? 100% 96.8% 96.8% 96.4% 94.6% 92.2% 88.4% 80% None (I am confident that I will have sufficient funds) 60% 42.7% Some (but I will probably have 40% 36.1% enough funds) 29.7% 25.0% 26% 22.0% Major (I am not sure I will have 20% enough funds to complete my degree 0% Tuition Room Books Transportatio Medical Food n
  • 18. Price Increase and Student Participation Student Price Response in Higher Education: An Update to Leslie and Brinkman, Author(s): Donald E. Heller Source: The Journal of Higher Education, Vol. 68, No. 6 (Nov. - Dec., 1997), pp. 624-659 – Tuition Sensitivity: Increase in Tuition results in decline in enrollment....Every $100 increase in tuition results in a drop in enrollment of .5 to 1 percentage point. – Aid Sensitivity: Decrease in financial aid also results in a decline in enrollment. – Difference among income groups: Lower income students are more sensitive. – Differences among races: Black students are more sensitive. For Hispanic students, the evidence is more mixed. – Difference among sectors: Students in community colleges are more sensitive to tuition and aid changes. Kane, Thomas (1999). The Price of Admission: Rethinking How Americans Pay for College. Washington, D.C.: The Brookings Institution Press. – Public 4-Year - Enrollment fell 10% for every $1,000 annual increase in price
  • 19. Financial Aid “The earlier findings that student retention is enhanced by scholarships and work study programs and negatively enhanced by student loans (Astin 1975) are no longer supported by current data. State assistance and practically every form of federal student aid have no discernible effect on student development.” “About the only form of financial aid that seems to have a measurable direct impact on student development is a grant from the college.” -Alexander W. Astin, What Matters in College, Four Critical Years Revisited.
  • 20. Categories of Student Input: “Is there something PSU can do to help you continue your studies?” Advising & Financial Academic (56%) Support (15%) Academic Community (17%) Improving (12%) Retention: Student Input
  • 21. Student Responses: Is there something PSU or University Studies can do to help you continue your studies? Cost of Attendance (35%) • Too High Scholarship/Aid/Grants • Do not increase tuition (56.2%) • In-State tuition for students from adjacent communities • Need more University sponsored grants Other • Grant support for students (8.8%) not meeting criteria for need based aid • Financial Aid processing • “Help” planning for the how • Housing Cost to pay tuition • Food Plan • Academic Financial planning Financial 56% of responses
  • 22. Actions • Monthly bill pay options. – 51% of students with major concern would find this useful • Question and answer session about financial aid options and resources. – 62% of students with major concern would find this useful • Portfolio-of-Initiatives: Data to action projects: Last Mile, Fall Registration Project, Freshman Retention Project. Financial Literacy, Financial Issues Working Group. • Opportunity and Competitiveness: Portland State University's Strategic Plan, 2011-2014:Enollment Management, tuition policy, scholarship, access, data availability, financial Literacy, interventions
  • 23. Thank You Rowanna Carpenter Assessment Guru, University Studies carpenterr@pdx.edu Sukhwant Jhaj Director, University Studies Special Assistant to the Provost for Student Success Blog: https://jhaj.wordpress.com/

Editor's Notes

  1. Do you have any concern about your ability to finance your college education?FA 10WI 11SP 11Fall 11None (I am confident that I will have sufficient funds) n=186100%95.7%94.1%75.8%Some (but I will probably have enough funds) n=578100%94.8%90.3%74.2%Major (I am not sure I will have enough funds to complete my degree) n=233100%83.7%78.5%59.7%