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G
         IN E
        R V
     TU
    PE USI
  ATH L
C     E              Collecting
               Post-Graduation
         Data from Low-Income
          High School Students

     Karen D. Arnold, Katherine Lynk Wartman,
     Paul G. Brown, Adam N. Gismondi,
     Jessica R. Pesce, and David A. Stanfield
THE PROBLEM
Although U.S. college
enrollment rates are rising,
gaps in college enrollment by
family income are particularly
pronounced and remain
stubbornly resistant to change
                      (Bailey & Dynarski, 2011)
college enrollment and success
rates of economically and
educationally challenged youth
occur within a complex ecology of
overlapping educational and out-
of-school environments
                 (Perna, 2006; 2007; Thomas & Perna, 2005; Tierney & Venegas, 2007; 2009; Walpole, 2007)
low-income students without a
family history of higher education
frequently have life experiences
that make them difficult to contact
and unresponsive to requests to
complete surveys or participate in
interviews
                         (Weitzman, Guttmacher, Weinberg, & Kapadia, 2003)
In-depth, longitudinal information
about the characteristics and
educational experiences of these
students is necessary both for
evaluation of innovative
educational models and for basic
research about the conditions that
perpetuate the socioeconomic
achievement gap.
Research on drop-outs from longitudinal
studies shows that attrition is not random.

Participants in a longitudinal study are more
likely to drop out if they are geographically
mobile, mistrustful of institutional authority,
or experiencing difficulties in their lives.
                        (Arzi, 1989; Cotter, Burke, Loeber, & Navratil, 2002; Fitzgerald, Gottschalk, & Moffitt, 1998)
                        (Van Beijsterveldt et al., 2002; Young, Powers, & Bell, 2006; Weitzman et al., 2003).!
THE QUESTION
Are there more effective
   methods for collecting
 representative longitudinal
data regarding the post-high
school and higher education
 experiences of low income
         students?
THE CONTEXT
Longitudinal study following
 the graduating classes of
         2006-2011

3 Data Collection Points:
• Transition Student Survey
• Advisor Survey
• First Fall Update Survey
Transition Survey
                          Declining
    95%                   response
                              rates
                           But who is responding?



               First Fall Survey

                    33%       All Alumni Survey

                                   4%
OUR SOLUTION
CONNECTORS
Our example...
15 schools from 2008 and 2009 classes
21 Connectors identified (usually advisors)

~30 minute phone interviews
• Sensitive to connector’s time
• Went through list of
  students 1-by-1
• Many connectors relied
  on memory, notes, and
  Facebook
Our example...
Semi-structured interview questions:
- Is the student following their post graduation plan?
- Is the student working? in college full time? part time?
- Is the student experiencing any difficulty?

Recorded and coded data:
Examples: work status, education status, type of institution, college performance,
why struggling, future plans, parental status, community involvement, student
happiness, judgments of both researcher and connector


Analyzed using statistical software and
identified exceptional stories
Connectors were able to
 provide information on




 96%
n=544
                  of students
Transition                             Connector

95%                                    95%


             First Fall

             33%          All Alumni

                           4%
G
         IN E
        R V
     TU
    PE USI
  ATH L
C     E
     Karen D. Arnold - karen.arnold@bc.edu
     Katherine Lynk Wartman - lynkwartman@gmail.com
     Paul G. Brown - paulgordonbrown@gmail.com
     Adam N. Gismondi - adamgismondi@gmail.com
     Jessica R. Pesce - jessica.pesce@gmail.com
     David A. Stanfield - davestanfield@gmail.com

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Capturing the Elusive: Accounting for Study Attrition and Complex Trajectories in a Longitudinal Study of Low-Income High School Graduates

  • 1. G IN E R V TU PE USI ATH L C E Collecting Post-Graduation Data from Low-Income High School Students Karen D. Arnold, Katherine Lynk Wartman, Paul G. Brown, Adam N. Gismondi, Jessica R. Pesce, and David A. Stanfield
  • 3. Although U.S. college enrollment rates are rising, gaps in college enrollment by family income are particularly pronounced and remain stubbornly resistant to change (Bailey & Dynarski, 2011)
  • 4. college enrollment and success rates of economically and educationally challenged youth occur within a complex ecology of overlapping educational and out- of-school environments (Perna, 2006; 2007; Thomas & Perna, 2005; Tierney & Venegas, 2007; 2009; Walpole, 2007)
  • 5.
  • 6. low-income students without a family history of higher education frequently have life experiences that make them difficult to contact and unresponsive to requests to complete surveys or participate in interviews (Weitzman, Guttmacher, Weinberg, & Kapadia, 2003)
  • 7. In-depth, longitudinal information about the characteristics and educational experiences of these students is necessary both for evaluation of innovative educational models and for basic research about the conditions that perpetuate the socioeconomic achievement gap.
  • 8. Research on drop-outs from longitudinal studies shows that attrition is not random. Participants in a longitudinal study are more likely to drop out if they are geographically mobile, mistrustful of institutional authority, or experiencing difficulties in their lives. (Arzi, 1989; Cotter, Burke, Loeber, & Navratil, 2002; Fitzgerald, Gottschalk, & Moffitt, 1998) (Van Beijsterveldt et al., 2002; Young, Powers, & Bell, 2006; Weitzman et al., 2003).!
  • 10. Are there more effective methods for collecting representative longitudinal data regarding the post-high school and higher education experiences of low income students?
  • 12. Longitudinal study following the graduating classes of 2006-2011 3 Data Collection Points: • Transition Student Survey • Advisor Survey • First Fall Update Survey
  • 13. Transition Survey Declining 95% response rates But who is responding? First Fall Survey 33% All Alumni Survey 4%
  • 16. Our example... 15 schools from 2008 and 2009 classes 21 Connectors identified (usually advisors) ~30 minute phone interviews • Sensitive to connector’s time • Went through list of students 1-by-1 • Many connectors relied on memory, notes, and Facebook
  • 17. Our example... Semi-structured interview questions: - Is the student following their post graduation plan? - Is the student working? in college full time? part time? - Is the student experiencing any difficulty? Recorded and coded data: Examples: work status, education status, type of institution, college performance, why struggling, future plans, parental status, community involvement, student happiness, judgments of both researcher and connector Analyzed using statistical software and identified exceptional stories
  • 18. Connectors were able to provide information on 96% n=544 of students
  • 19. Transition Connector 95% 95% First Fall 33% All Alumni 4%
  • 20. G IN E R V TU PE USI ATH L C E Karen D. Arnold - karen.arnold@bc.edu Katherine Lynk Wartman - lynkwartman@gmail.com Paul G. Brown - paulgordonbrown@gmail.com Adam N. Gismondi - adamgismondi@gmail.com Jessica R. Pesce - jessica.pesce@gmail.com David A. Stanfield - davestanfield@gmail.com