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External analysis finds ninth-grade credits, ELA and Algebra grades predict senior attendance and GPA
Summary
A Summit Education Initiative analysis presented to the Cuyahoga Falls Board of Education identified earning five or more ninth‑grade credits, higher grades in ELA 10 and Algebra I as the strongest predictors of twelfth‑grade attendance and GPA and recommended expanding sample size and targeted interventions.
A data analysis presented to the Cuyahoga Falls Board of Education on May 14 identified students earning five or more credits in ninth grade as the single strongest predictor of higher attendance and GPA in twelfth grade.
The study, conducted by the Summit Education Initiative and presented by an SEI researcher, examined attendance, graduation and GPA outcomes alongside achievement predictors including credits earned in ninth grade, course grades in Algebra I and ELA, and demographic factors. The presenter said, “earning 5 or more credits in ninth grade was the most powerful predictor in all of these models.”
Why it matters: the board heard that ninth‑grade course accumulation and performance in ELA 10 and Algebra I are possible intervention points that could improve graduation‑related outcomes. The presenter recommended combining multiple years of cohorts to increase sample size and statistical power before changing large‑scale policy.
Key findings - About 80% of students earned five or more credits in ninth grade; students who did so had higher twelfth‑grade GPAs and attendance rates in the study cohort. The presenter reported a 0.387 average GPA increase associated with earning five or more ninth‑grade credits. - Higher letter grades in ELA 10 and Algebra I were associated with higher twelfth‑grade GPAs; the presenter cited an average 0.36 GPA increase per letter‑grade improvement in ELA 10 and a 0.227 increase per letter grade in Algebra I. - Chronic absenteeism (the presenter noted roughly 45% of a subset met chronic‑absence criteria in twelfth grade) clustered in a smaller group of students that the analyst recommended examining with case‑study methods rather than predictive models. - Students with an identified disability had lower average twelfth‑grade GPAs (the presenter reported about a 0.228 point deficit) even when attendance rates were not markedly different.
Presenter recommendations and next steps The analyst recommended: (1) combining cohorts (two to three years of twelfth graders) to exceed 400 cases so models can test more variables; (2) using logistic regression for chronic‑absence modeling and case studies for small but highly vulnerable groups; (3) considering targeted interventions to ensure ninth‑grade course accumulation (scheduling and monitoring that students take and earn at least five credits); and (4) exploring whether timing (taking Algebra I earlier) matters independently of course grade.
Board members and staff discussed operational steps including adding the current 2024–25 cohort to the dataset and sharing the findings at freshman orientation so families understand the importance of ninth‑grade course loads. The board did not take formal action on new policy during the meeting.
