8.3 Interpreting Score Reports & Navigating Gifted and Talented Identification
Key Takeaways
Riverside's Individual Profile Narrative shows age scores with confidence bands, raw and grade scores, a written narrative, and the ability profile on one page.
An ability profile such as 7E (V+) combines the median age stanine, a pattern letter (A, B, C, or E), and any relative strength or weakness.
Uneven profiles are common at the top: Riverside reports that about 60% of students with a median age stanine of 9 have B or C profiles.
Riverside advises schools to use multiple measures and all three battery scores, and warns that requiring a high composite eliminates many of the most able students.
Local norms and the optional quantitative-nonverbal partial composite help schools identify talent fairly, including among English learners.
8.3 Interpreting Score Reports & Navigating Gifted and Talented Identification
Core Insight: A CogAT score report is not a pass/fail judgment. It describes how a child reasons with words, numbers, and figures compared with same-age and same-grade students, and Riverside's own guidance is to use it alongside other evidence when making placement decisions.
After CogAT Level 9 is given, schools share score reports with families, most often the Individual Profile Narrative. Section 1.2 explains each score type: the raw score, Universal Scale Score, Standard Age Score (SAS), percentile ranks, stanines, and the ability profile. This section explains how to read the report as a whole and how schools use the results to identify academically talented students.
Reading the Individual Profile Narrative
Riverside's report guide describes the main parts of this one-page report:
| Report Area | What It Shows | What to Look For |
|---|---|---|
| National age scores | SAS (if the school selected it), age stanine, and age percentile rank for each battery and the composite, with a bar graph of the age percentile ranks | The confidence band around each battery score. Bands that overlap mean the scores are not meaningfully different. |
| Additional scores | Number of items, number attempted, and raw score for each battery, plus national grade scores and, if ordered, local scores | Items attempted versus items on the battery: many unattempted items point to pacing trouble rather than weak reasoning. |
| Narrative and notes | A written overview of the student's results and how they can be used, plus an optional note from the teacher | Plain-language strengths and next steps. |
| Ability profile | The profile code, such as 4B (V+) | The median age stanine, the pattern letter, and any relative strength or weakness. |
Teachers may also receive a List of Student Scores, which shows the same scores in a table for a whole class.
Raw Score (per battery)
│
▼
Universal Scale Score (USS)
│
├──► Standard Age Score (mean 100, SD 16)
├──► Percentile Ranks (age and grade, 1-99)
└──► Stanines (age and grade, 1-9) ──► Ability Profile (e.g., 7E (V+))
A Quick Score Recap
- Raw score: the number correct on each battery, out of 62 Verbal, 52 Quantitative, and 56 Nonverbal items at Level 9.
- SAS: mean 100, standard deviation 16, range 50 to 160.
- Percentile ranks: 1 to 99, by age (students of the same age in months) and by grade (students in the same grade tested at the same time of year).
- Stanines: 1 to 9. Riverside's reasoning-level labels are very high (9), above average (7–8), average (4–6), below average (2–3), and very low (1).
Riverside recommends discussing results with families using stanines, percentile ranks, and words such as above average rather than leading with the SAS, and reminding them that every score has a margin of error.
Decoding the Ability Profile Code
The ability profile has three parts:
- Median age stanine: the middle of the three battery age stanines. Stanines of 8, 7, and 8 give a median of 8.
- Pattern letter: A (all three confidence bands overlap), B (one score significantly above or below the other two), C (one relative strength and one relative weakness), or E (at least two scores differ by 24 or more SAS points).
- Relative strength or weakness: V, Q, or N followed by a plus or minus sign.
Case Studies in Profile Decoding
- Profile 9A: Very high scores on all three batteries, for example SAS scores of 132, 135, and 130. The composite describes this student well.
- Profile 8B (Q-): Generally high scores with a relative weakness on the Quantitative Battery. Riverside's guidance is to build on the verbal and nonverbal strengths while giving extra support in quantitative work.
- Profile 7E (V+): Example scores: Verbal SAS 142 (stanine 9), Quantitative SAS 114 and Nonverbal SAS 116 (both stanine 7). The median stanine is 7, and the 28-point gap between Verbal and Quantitative makes this an E profile with Verbal as an extreme relative strength. A composite would blur that talent.
- Profile 6C (N+ V-): Average overall, with Nonverbal a relative strength and Verbal a relative weakness. This pattern can appear in English learners, whose verbal scores may understate their reasoning.
Uneven profiles are common among the most able students. Riverside reports that about 60% of students with a median age stanine of 9 have B or C profiles, and that at Levels 9–17/18 the most able students are about five times as likely as average-ability students to show an extreme relative weakness (16.2% versus 3.2%).
How Schools Use CogAT in Talent Identification
Riverside's Score Interpretation Guide sets out these selection principles for schools (paraphrased):
- Frame decisions as talent identification and development, rather than deciding whether a child "is gifted," especially when the goal is to serve a more diverse group of students.
- Match the criteria to the services offered. Single-subject enrichment and whole-grade acceleration call for different score patterns.
- Use multiple measures. Combine CogAT with achievement measures and teacher ratings or self-evaluations of interests and motivation.
- Use all three battery scores, not just the composite. Riverside expects many talented students to show a significant relative weakness on one battery, and warns that requiring a high composite on all three batteries eliminates many of the most able students.
- Look from several perspectives: national age norms, national grade norms, local norms, and within-group ranks.
National versus Local Norms
National norms compare a student with a representative national sample. Local norms compare the student with others in the same school or district who tested at the same time. Riverside explains that applying one national cut score everywhere can leave some schools with no students served and others with a large share labeled gifted, while the real need for special programming depends on the gap between a student and their classmates. In its example, a student with a national Verbal age percentile rank of 75 has a local percentile rank of 82, which may signal a need for more challenge in that school.
Partial Composites
Some paper score reports offer an optional quantitative-nonverbal (QN) partial composite. Riverside notes that it predicts mathematics achievement better than either battery alone and allows meaningful interpretation for English learners, because neither battery requires language. The Verbal score remains the best predictor of success in language-heavy subjects.
Older and Younger Students
For most students, age and grade percentile ranks are close. Older students tend to have lower age percentile ranks than grade percentile ranks, so Riverside suggests that an older student with very high grade percentile ranks may still need more challenge even if the age-based scores miss a program's cutoff.
Typical District Models
Districts set their own policies. Common elements include universal screening of a whole grade (sometimes with the shorter CogAT Screening Form, whose cut score Riverside says should always be more generous than the cut score on the full test), a CogAT percentile or SAS criterion, achievement data such as NWEA MAP, i-Ready, or state tests, and teacher rating scales. Families should read their own district's published criteria rather than relying on numbers from other districts.
Supporting Twice-Exceptional (2e) and Asynchronous Learners
A twice-exceptional (2e) student shows strong reasoning ability alongside a learning difference such as ADHD, dyslexia, dysgraphia, or autism. Strengths and challenges can mask each other: the child's reasoning helps them compensate, so the difficulty goes unnoticed, while the difficulty pulls down classroom work and some scores, so the strength goes unnoticed too.
The Dual Masking Trap in 2e Learners
Strong reasoning ◄──────────────────► Learning difference
(hides the difficulty) (pulls scores down)
│
▼
Seen as "average" in both areas
Practical Steps for Families and Counselors
- Ask the school to look at the full profile. If a composite cutoff screened the child out, point to the battery scores and the ability profile. Riverside's own guidance is to use all three scores and to expect strong students to show a relative weakness.
- Ask about domain-specific options. A child with very high Quantitative and Nonverbal scores may be a strong candidate for math acceleration or enrichment even when the Verbal score is lower; Riverside describes the QN partial composite as useful for exactly this kind of decision.
- Use documented accommodations. Riverside's administration guidance is that a student whose IEP allows extended time should receive it. Make sure the school knows about any IEP or 504 plan before testing.
- Expect some movement on retesting. Riverside explains that CogAT measures developed abilities, that large score changes between the early grades and grade 3 or 4 are not unusual, and that students who score very high on a first test are likely to score somewhat lower on a second.
A third-grade student receives a CogAT Level 9 score report displaying an Ability Profile of 7E (V+). How should this specific diagnostic profile be interpreted?
Median age stanine 7 (above average), with Verbal an extreme relative strength
The student scored at the 7th percentile nationally and needs foundational remediation in reading
The student answered exactly seven questions correctly and showed equal ability across all batteries
The student earned stanine 9 on all three batteries but made mechanical bubbling errors
Why do gifted and talented identification committees generally prioritize a student's Age Percentile Rank (APR) over their Grade Percentile Rank (GPR)?
APR measures pure computational arithmetic speed rather than abstract reasoning
GPR requires passing a state achievement test before it can be reported
GPR is only calculated for middle school students, whereas APR is reserved for elementary grades
Age norms compare same-age children, so a child's birthday within the year does not skew the result
A twice-exceptional third grader with diagnosed dyslexia scores at the 99th percentile (SAS 144) in Quantitative reasoning and the 98th percentile (SAS 134) in Nonverbal reasoning, but at the 57th percentile (SAS 103) in Verbal reasoning. The district's default policy requires a composite percentile of 96 for GT math placement. What is the strongest argument?
Ask for math placement based on the Quantitative and Nonverbal scores, using all three scores
Accept the denial because composite scores are the only legally recognized measure of ability
Require the child to retake the full 170-question test the next morning without accommodations
Demand that the student be exempted from all future math instruction until verbal scores improve
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