Data Systems for Students with Complex Needs
Core System
This is where it all started. The Core Data Collection System was designed to be flexible and teacher-driven. Rather than requiring a single scoring scale for all skills, teachers select the scoring set that best matches how they already evaluate student performance.
This bundle includes data sheets for tasks or items being measured, with task analyses ranging from two steps to more than fifteen steps depending on the complexity of the skill. For example, a sheet might track the seven steps involved in holding a conversation, the eight steps of proper handwashing, the five components of a five-sentence paragraph, or 1:1 correspondence when counting from 1–10, to name a few. The structure is intentionally open-ended so teachers can adapt it to virtually any skill or routine they are teaching.
Within those sheets, teachers choose from rubric-based scoring ranges aligned to a prompting hierarchy, or with their own rubric scale system, with options that span from two-level to six-level scoring scales. This allows teachers to accurately document levels of prompting and independence as students progress through each step of a skill.
The system is also designed to be highly visual. Data entry and output are color-coded, allowing teachers to immediately see student performance at a glance. Areas of strength and areas needing support are instantly identifiable, making it easier to adjust instruction, target specific steps within a task, and monitor progress over time without needing to interpret complex reports.
This structure ensures that data remains meaningful, consistent, and instructionally relevant, while still aligning with authentic classroom practice. Teachers are able to capture detailed performance data without having to change the way they already teach, prompt, or observe student learning. In practice, it becomes a system that can support everything from academic skills to daily living routines—the possibilities are essentially limitless.
5 Trials Per Item/Step
This system builds on the Core System by allowing multiple trials (5 per step/item) within a single session.
Instead of capturing just one data point per step, teachers can:
Track consistency across repeated attempts
Identify patterns in performance
Measure skill acquisition vs. one-time success
This is especially useful for:
Discrete trial instruction
Repeated skill practice
Identifying true mastery vs. chance performance
Activity Entry System
The Activity Entry System expands the Core System by adding a dedicated column to record where the data came from, utilizing the “2 Prompt/Scoring” range from the core system.
Teachers can document:
Writing prompts
Worksheets
Lesson activities
Real-world applications
This allows you to:
Track performance across different contexts
Identify which activities support success
Make stronger instructional decisions
Item Entry System
The Item Entry System is designed for situations where each trial involves a different item, utilizing the “2 Prompt/Scoring” range from the core system.
Teachers can:
Enter each individual item (e.g., problem, word, time, question)
Assign a performance score for each
Analyze accuracy and patterns across items
This system is ideal for:
Math problems (e.g., telling time, computation)
Spelling or sight words
Reading comprehension questions
Functional identification tasks
New! Rubric Scoring System
Measure overall performance without breaking into steps
Not every skill fits into a step-by-step format. The Rubric System allows teachers to evaluate overall performance using a structured scoring scale.
Instead of tracking each step, teachers:
Rate the student’s performance across the entire skill
Use a consistent rubric aligned to prompting and independence levels
This is ideal for:
Writing quality
Social interactions
Group participation
Functional communication
Complex or fluid tasks
Mega Bundle
The MEGA Data Collection System was developed as an extension of the Core System for teachers who need to track larger sets of skills, items, or task components.
While the Core System focuses on tasks with up to 15 steps, the MEGA System expands that capacity to support:
25 steps/items
50 steps/items
75 steps/items
100 steps/items
Gradebook Scoring System
The gradebook scoring system is designed for teachers who want a fast, straightforward way to measure student performance by entering the number correct out of the total number of problems or questions.
This system automatically calculates the percentage and provides immediate visual feedback, making it ideal for quick assessments, worksheets, quizzes, and classroom activities.
Alphabet Set
An extension of the “Mega Set,” this sheet was designed for a colleague who wanted to track a student’s performance on each letter of the alphabet. 2-6 scoring options available within this bundle.
Generic Reading Systems
Based on my sheets from my core system, the resources in this bundle will help you track a student’s decoding, fluency and comprehension.
Whether you’re using a lettered or numbered program, the tools in this bundle provide you with highly visual, immediate performance analytics on a student’s reading abilities.
Read Naturally Set
This system was created for our teachers who use the Read Naturally reading program in their classrooms. Track your students fluency, decoding and comprehension within these tools, tailored for the RN reading program.