Table of Contents
Student Projection Report

Understanding Projections

Student Projection reports use probability outcomes and provide reliable indicators of how a student is likely to perform if they make average growth in the time leading up to each assessment. These reports do not provide predictions of how a student will perform on future assessments. Instead, projections provide critical information about students' academic needs so that you can plan programs, instruction, interventions, and enrichment opportunities to maximize each student's learning.

Student Projection reports use data from the most recent cohort of test takers. Student projections indicate how a student is likely to score if the student makes the amount of growth that was typical for students who took an assessment in the most recent prior year available. By considering how all other students performed on the assessment in relation to their individual testing histories, the model calculates a projection for each student. For example, when generating projections to math, the model looks at the students who have taken the math assessment in the most recent prior year available. You can use the model to understand current academic testing history between these students and the students receiving projections for math. If the student whose report you are viewing makes as much growth as those academically similar students made, on average, their performance on the selected assessment is likely to be similar.

Interpreting projection probabilities can help you use the data to inform instructional choices. Think about projection probabilities similar to weather forecasts probabilities. If the forecast says there is an 80% chance of rain today, you might take an umbrella as you leave the house. In other words, the probability of an outcome informs your actions.

Student projections function in much the same way. If a student has an 80% probability of reaching at least the selected proficient level, then the student is likely to succeed in scoring above that mark. Similarly, if a student has a 20% chance of reaching the selected proficient level the student may be at risk of not reaching the performance level due to a low probability percentage. As a result, you can provide a sustained intervention throughout the school year to increase the student's chances of success. Students with different probabilities have different academic needs. If a student's projection report indicates a low probability of reaching proficiency, and educators respond by providing additional support and interventions, the student may outperform the projection.

Taking action based on students' projection probabilities can affect their academic outcomes. If a student's projection report indicates a low probability of reaching proficiency, and educators respond by providing additional support and interventions, the student may outperform the projection.

There are no set thresholds for determining which students are at risk for not reaching proficiency. However, a 50% probability indicates a student may or may not be at risk. Students with probabilities below 50% are at risk but there is no set threshold to determine how far above 50% a student must be to have confidence in their likelihood of reaching proficiency. However, these thresholds can be a helpful starting point for considering how to interpret the probabilities.

ValueInterpretationRecommendation

Greater than 70%

Student is likely to score in Proficient range or above

Continue with student's current program, investigate what has worked – the student is on a path towards scoring Proficient or above.

40% to 70%

Student may or may not score at least in the Proficient range

Investigate and implement adjustments to student's program to increase likelihood of scoring Proficient or above. For ACCESS for ELLs, collaboration between ESL and classroom teachers is important as students work towards English language proficiency.

Less than 40%

Student is not likely to reach the Proficient range

Investigate and implement significant changes to student's program to increase likelihood of scoring Proficient or above. For ACCESS for ELLs, collaboration between ESL and classroom teachers is important as students work towards English language proficiency.

If the student experiences less than average growth, the student is likely to fall short of the projection. However, if appropriate and effective instruction, supports, interventions, and enrichment opportunities are provided, and the student makes more than average growth as a result, they are likely to meet or outperform the projection.

Finally, projections are not intended to be used solely for the purpose of identifying students who are at risk for not reaching proficiency. They can be used for a wide range of purposes with a wide range of students, from low-achieving to high-achieving. Some additional uses for projections include:

  • Placing students into courses
  • Placing students with teachers
  • Identifying students who need a sustained intervention
  • Identifying students who would benefit from enrichment opportunities
  • Planning for differentiated instruction in the classroom
  • Planning for students' college readiness

When using projections for any purpose, it is important to use them along with other data and information you have about the student.

More Information

What Educators Should Know about Student Projection Probabilities

Using Student Projection Data with Other Student-Level Data

Student Report Desk Reference