Conners 4 Report Writing: A School Psychologist's Complete Guide

Meta Title: Conners 4 Report Writing Guide | School Psychologist Resource
Meta Description: How to write a professional Conners 4 report. Covers all forms, score interpretation, eligibility models, and how SPED.Ai generates actionable ADHD assessment narratives from raw data.

What SPED.Ai Does to Save You Hours

If you're spending hours calculating index scores, writing the same ADHD interpretation sentences you've written 40 times, and wrestling with how to explain T-scores to a parent who has never heard of a Conners rating scale — there's a faster way.

SPED.Ai generates Conners 4 reports in minutes. Input your scores, and the system produces:

You review, edit, and sign. The writing and structuring is done.

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Why Conners 4 Reporting Takes So Long

The Conners 4 is one of the most widely used ADHD assessments in school psychology. It gives you a multi-source picture — Parent, Teacher, and Self-Report forms — that's essential for understanding whether attention and behavioral symptoms appear consistently across settings.

But that multi-source data is also what makes it time-consuming. You're not just scoring one form. You're reconciling three different perspectives, translating T-scores into plain-language explanations, and weaving them into a single coherent narrative that parents and teachers can both use.

For most school psychologists, this takes 2–4 hours per evaluation. This guide shows you the structure that works — and how SPED.Ai automates the repetitive parts so you can focus on the clinical judgment that actually matters.

What the Conners 4 Measures

The Conners 4 assesses attention, hyperactivity/impulsivity, and related executive functioning and behavioral concerns across children and adolescents. It's built around five core index scales:

Each index is reported as a T-score (M=50, SD=10). Higher scores indicate more difficulty. Clinical cutoffs:

The Four Forms — And How to Use Each

Parent Report Form

Completed by a parent or primary caregiver. Best for understanding how ADHD symptoms manifest at home — homework struggles, morning routines, family interactions. This form is most predictive of ODD and emotional concerns because it captures the parent-child dynamic that school staff don't see.

Teacher Report Form

Completed by the classroom teacher. Best for documenting the school-based picture: peer interactions, classroom behavior, academic engagement, transitions, and task completion. Teacher reports tend to be the most structured and behaviorally specific.

Self-Report Form (Ages 8–18)

Completed by the student. Captures the student's own awareness of their attention and behavior. Particularly useful for identifying emotional distress, anxiety co-occurrence, and situations where students are aware they're struggling but teachers don't flag it.

Short Form

Used for initial screening or when a full battery isn't warranted. Not a substitute for the full assessment when ADHD diagnosis is the referral question.

SPED.Ai handles all three full forms (Parent, Teacher, Self-Report) and generates a single unified narrative that synthesizes the three perspectives. Inconsistency between raters isn't glossed over — it's explained, because it's clinically meaningful.

Case Example: A.R. — Conners 4 Assessment

All identifying information has been changed. No real student, school, practitioner, or district name appears in this example.

Assessment Context

A.R. is an 8-year-old second-grade student referred by his parents and teacher for evaluation of attention and behavioral concerns. He has been in the same school district since kindergarten with no prior formal evaluations.

Behavioral Observations

A.R. was friendly and talkative during the session. He frequently left his seat without permission, interrupted the examiner multiple times, and showed difficulty sustaining attention on structured tasks — particularly those requiring sustained written output. He was easily redirected but returned to off-task behavior within minutes. He reported feeling "bored" and "distracted" during testing. No significant emotional concerns were noted during the session.

Note: SPED.Ai generates behavioral observation language that you review and customize based on your actual clinical observations.

How SPED.Ai Processes Your Conners 4 Scores

When you input A.R.'s scores into SPED.Ai — across the Parent, Teacher, and Self-Report forms — the system generates:

  1. A formatted score table with all index T-scores, percentiles, and severity labels
  2. A multi-source narrative synthesizing the three-rater perspective
  3. An ADHD presentation classification (Inattentive, Hyperactive-Impulsive, or Combined)
  4. A CGI (Conners Global Index) severity score
  5. Recommendations tailored to the specific index profile
The CGI is important — it's your overall severity indicator and a strong predictor of functional impairment. A CGI in the Very Elevated range alongside multiple index elevations is a clear signal: this student needs intervention, not just monitoring.

Reading the Score Table

| Index / Scale | T-Score | Percentile | Descriptor |
|---|---|---|---|
| Inattention | 68 | 96th | Very Elevated |
| Hyperactivity/Impulsivity | 61 | 86th | High Elevated |
| Executive Functioning | 72 | 98th | Very Elevated |
| Learning Problems | 51 | 54th | Average |
| Social Problems | 54 | 66th | Average |
| Conners Global Index (CGI) | 74 | 98th | Very Elevated |

What the Narrative Looks Like

Here's the kind of interpretation SPED.Ai generates for A.R.'s profile — you review and customize before finalizing:

A.R.'s Conners 4 results indicate a clear clinical picture consistent with ADHD, Combined presentation. The Conners Global Index (T=74, 98th percentile) places A.R. in the Very Elevated range, indicating significant functional impairment across settings. Inattention (T=68, 96th percentile) is the most elevated index, consistent with a primarily inattentive symptom profile; however, Hyperactivity/Impulsivity (T=61, 86th percentile) is also clinically elevated, supporting a Combined-type ADHD classification.
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The Executive Functioning Index (T=72, 98th percentile) is notably elevated. This is clinically significant because executive function deficits — including difficulty organizing tasks, maintaining focus during multi-step activities, and monitoring one's own performance — directly impair academic engagement. Despite average Learning Problems and Social Problems index scores (T=51 and T=54, respectively), A.R.'s executive functioning difficulties are likely contributing to academic underperformance and the behavioral concerns observed in the classroom.
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The emotional impact is also present: A.R.'s Self-Report indicated awareness of his attention difficulties and reported feeling frustrated when schoolwork is difficult. This self-awareness, combined with elevated inattention reported by both parent and teacher, suggests a consistent symptom pattern across all three rating sources — the strongest indicator of a valid ADHD diagnosis.

Why Multi-Source Comparison Matters

One of the most important things the Conners 4 gives you — and one of the most tedious to write about — is the three-source comparison.

SPED.Ai automatically flags and interprets patterns like:

For A.R., all three raters endorsed elevated inattention — parent, teacher, and self-report all agree. This convergence across sources significantly strengthens the validity of an ADHD diagnosis.

Generating the Index Interpretation

Here's how SPED.Ai handles each index in the narrative:

Visual Score Summary (Generated Automatically)

SPED.Ai also generates a visual chart showing all five indexes on a single graphic with color-coded severity bands (Average / Elevated / Very Elevated). Parents can see at a glance where their child sits — and it's a much better conversation starter than a table of T-scores.

Eligibility Determination

The Conners 4 alone doesn't determine eligibility — but it's a cornerstone of your ADHD evaluation package. Two models are used across districts:

Patterns of Strengths and Weaknesses (PSW)

Under the PSW model, you identify:

  1. A relative strength — a cognitive or academic area performing at a notably higher level
  2. A relative weakness — an area performing significantly lower, aligned with the referral concern
  3. Evidence that the weakness affects educational performance

For A.R., the PSW case looks like this: Average Learning Problems (T=51) versus Very Elevated Executive Functioning (T=72) and Inattention (T=68). A.R. has the academic skills but lacks the executive capacity to consistently apply them — and the Conners 4 documents this pattern across multiple settings with strong inter-rater agreement.

Severe Discrepancy Between Ability and Achievement

Under the severe discrepancy model, you compare cognitive/ability scores to academic achievement scores. A significant gap between cognitive potential and actual academic performance may support eligibility. For ADHD specifically, the discrepancy is often between cognitive ability and functional performance — A.R. can complete academic tasks when supported, but struggles independently.

Based on this evaluation, A.R. meets the criterion for ADHD, Combined presentation under the Patterns of Strengths and Weaknesses (PSW) model. His executive functioning and inattention indexes are consistently Very Elevated across all three rating sources (Parent, Teacher, and Self-Report), while his learning problems index falls in the Average range. This pattern demonstrates a clear intra-cognitive discrepancy: A.R. has the academic skills to succeed but lacks the executive capacity to apply them consistently. Under the Severe Discrepancy model, the documented gap between his demonstrated executive dysfunction and his functional academic performance provides additional support for this classification. A comprehensive achievement evaluation is recommended to fully determine eligibility under state and district criteria.

Recommendations: What Actually Helps

Based on A.R.'s profile, here are the recommendations SPED.Ai generates — you review and customize for each student:

Instructional Strategies

Classroom Accommodations

Behavioral Interventions

Collaborative Actions

Why SPED.Ai Is Not a Template

Many districts use template-based report tools. If that's your setup, you already have a template system.

SPED.Ai is different. It doesn't give you a form to fill in. It takes your raw score data and generates fresh, student-specific interpretation — narrative that reflects the specific pattern of the individual student, not a generic paragraph copied from a template library.

You get:


You review every word. You customize what needs customizing. You sign it. That's the workflow — and it's what makes the output defensible.

Key Takeaways

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SPED.Ai helps school psychologists write Conners 4 and psychoeducational reports faster. Learn more about our assessment tools →
Posted May 18, 2026
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