Introduction
High school graduation is a minimum requirement for successful adulthood and yet approximately one-third of North Carolina students who enter high school as ninth graders will not graduate within four years. Hallinan (2008) cites that some young adults drop out of high school because they perceive that no one is monitoring their performance or participation to ensure that they stay focused and on the path to high school completion. To that end a need exists to facilitate an early warning system for students at risk of dropping out.
The North Carolina Department of Public Instruction is partnering with SAS Institute, Inc. to develop Graduation Resiliency, a web-based software program designed to facilitate the early identification of students who may be at risk of dropping out of school through the examination of the most predictive risk factors cited by research (Allensworth, 2009).
The pilot edition, Phase I, of the software will allow schools and districts to examine the historical performance of students based on five primary risk factors over a four-year academic period. The first year will track middle school performances of current ninth graders. The average of the five primary risk factors determines a relative risk level for each student. Once students enter ninth grade, the primary risk factors are based upon the current academic year.
Risk Factors
Phase I of Graduation Resiliency focuses on five research-based risk factors:
Risk Level
All students registered in NCWISE are included in the risk level analysis. Risk level is calculated by equally weighting risk factors (eg attendance, credits earned, etc.) applicable to a particular academic year.
Risk levels categories are <.25, .25-49, and .50 – 1.0. Students possessing fewer than .25% of the identified risk factors are generally not considered "at risk" of dropping out of high school prior to graduation and will not appear in the program. Students possessing .25 to .49 of the risk factors border at-risk categorization. Students possessing .50 or more of the risk factors are targeted to be at risk, and interventions should occur.
NCWISE Reports
Graduation Resiliency summarizes NCWISE student data from the previous school year. All reports run at the beginning of the academic year to assist school staff in addressing issues and identifying students who have a risk factor greater than .50. School staff can then put into place academic and social interventions linked to a student's risk factors in order to be proactive and provide assistance prior to the student’s decision to drop out.
Data points required to analyze individual student risk level are collected in NCWISE. Through NC WISE reporting hubs, Graduation Resiliency allows four reports, one at ninth grade, tenth grade, eleventh grade and twelfth grade. The reporting hub is accessible to NCWISE school data managers, district coordinators, principals, and others as designated by the local school district.
Reports/Organization
The ninth grade report, run at the start of the ninth grade year, analyzes attendance and math and English language arts subject grades for sixth, seventh and eighth grade academic years, using historical data.
A tenth grade report, run at the start of the tenth grade, uses only ninth grade attendance and academic performance.
An eleventh grade report, run at the start of the eleventh grade year, uses tenth grade attendance and performance data.
The twelfth grade report, run at the start of the twelfth grade year, considers eleventh grade attendance and performance data.
Sample Report
(pdf, 66kb)