Using High School Data to Predict College Readiness and Early College Success on Guåhan (Guam)

Guam
Guam Public School System
University of Guam
Guam Community College
early college success
secondary education
postsecondary education
regression analysis
math
reading
multiple imputation

Shannon, L., Cosby, A., Rentz, B., Henschel, M., Arens, S.A., & Holquist, S.E. (2021). Using High School Data to Predict College Readiness and Early College Success on Guåhan (Guam) (REL 2021–073). U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance, Regional Educational Laboratory Pacific. https://files.eric.ed.gov/fulltext/ED611775.pdf

Authors
Affiliations

Lisa Shannon

Magnolia Consulting

Anne Cosby

Magnolia Consulting

McREL International

Molly Henschel

Magnolia Consulting

Sheila A. Arens

McREL International

Samantha E. Holquist

Published

April 2021

Abstract

On Guåhan (Guam), the large percentages of students enrolling in non-credit-bearing courses at Kulehon Kumunidåt Guåhan (Guam Community College) and Unibetsedåt Guåhan (University of Guam) have raised concerns about college readiness and early college success. Without adequate research on predictors of college readiness and early success among students on Guåhan, educators and other stakeholders find it difficult to identify and support students at risk of being underprepared for college. This study examined which student characteristics predicted college readiness and early college success among students who graduated from Guåhan high schools and enrolled at Kulehon Kumunidåt Guåhan or Unibetsedåt Guåhan between 2012 and 2015. Students’ college readiness and early college success were assessed using three indicators: enrolling in only credit-bearing math and English courses during the first year of college, earning all credits attempted during the first semester of college, and persisting to a second year of college. About 23 percent of students met all three indicators and were thus classified as demonstrating college readiness and early college success. The percentages of students who met each individual indicator varied: 30 percent enrolled in only credit-bearing math and English courses, 43 percent earned all the credits they attempted, and 74 percent persisted to a second year. Various student characteristics predicted meeting all three indicators and each individual indicator. Graduates of John F. Kennedy High School and male students were the most likely to meet all three indicators and were the most likely to enroll in only credit-bearing math and English courses. Completing a high-level math course during high school positively predicted meeting the composite indicator of college readiness and early college success and of enrolling in only credit-bearing math and English courses and earning all credits attempted. A higher cumulative high school grade point average also positively predicted meeting all three indicators and each individual indicator. Kulehon Kumunidåt Guåhan enrollees were more likely than Unibetsedåt Guåhan enrollees to earn all credits attempted during their first semester.

Important figures

Figure 1. About 23 percent of Guåhan public high schools who enrolled in Kulehon Kumunidåt Guåhan or Unibetsedåt Guåhan between fall 2012 and fall 2015 met the composite indicator of college readiness and early college success, and the percentages who met each individual indicator varied

Figure 3. Male graduates of Guåhan public high schools who enrolled in Kulehon Kumunidåt Guåhan or Unibetsedåt Guåhan between fall 2012 and fall 2015 had a higher probability of meeting the composite indicator of college readiness and early college success and of enrolling in only credit-bearing math and English courses during their first year in college than female graduates did

Figure 4. Graduates of Guåhan public high schools who completed a high-level math course during high school and enrolled in Kulehon Kumunidåt Guåhan or Unibetsedåt Guåhan between fall 2012 and fall 2015 had a higher probability of meeting the composite indicator of college readiness and early college success, of enrolling in only credit-bearing math and English courses during their first year of college, and of earning all credits attempted during their first semester of college

Figure 5. Graduates of Guåhan public high schools who had higher cumulative high school grade point averages and enrolled in Kulehon Kumunidåt Guåhan or Unibetsedåt Guåhan between fall 2012 and fall 2015 had a higher probability of meeting the composite indicator and each individual indicator of college readiness and early college success than did students with lower grade point averages

Citation

@techreport{Shannon:2021b,
    title = {Using High School Data to Predict College Readiness and Early College Success on {Guåhan (Guam)}},
    author = {Lisa Shannon and Anne Cosby and Bradley Rentz and Molly Henschel and Sheila A. Arens  and Samantha E. Holquist},
    url = {https://files.eric.ed.gov/fulltext/ED611775.pdf},
    institution = {U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance, Regional Educational Laboratory Pacific},
    year = {2021}
  }