· David Cruz · ABA Best Practices · 13 min read
Understanding Prompt Hierarchy and Prompt Levels in ABA
Master ABA prompt hierarchies - types, fading strategies, and data-driven decisions for skill acquisition.

Key Takeaways
A prompt hierarchy is an ordered sequence of prompts - arranged on an intrusiveness continuum - that guides systematic fading during ABA skill acquisition. Prompt hierarchies ensure consistent support levels across team members and provide objective data for fading decisions. A common ordering of prompt levels from most to least intrusive is: Full Physical (FP) > Partial Physical (PP) > Model (M) > Verbal (V) > Gestural (G). Independent (I) is the goal state (no prompt delivered), and No Response (NR) is recorded when the learner does not respond within the allowed interval. Independent and NR are trial outcomes recorded alongside prompt-level data, not points on the intrusiveness continuum. Hierarchy ordering is program-defined: in some Verbal Behavior programs, Verbal is treated as more intrusive than Model. Match your hierarchy to your program’s operational definitions and stick to it. Whether you use least-to-most or most-to-least prompting depends on the learner and skill. A good ABA data collection app makes tracking prompt levels during active sessions practical rather than overwhelming.
A new RBT learning hand-washing with a 6-year-old will give too much help on Monday and too little on Friday. That gap is what prompt hierarchies are for.
A prompt hierarchy is a defined set of support levels you can move through systematically. It answers two questions every session: what kind of help do I give right now, and how do I know when to back off?
The recurring frustration BCBAs report on paper-based prompt-level systems is the same one: paper data sheets force you to choose between accurate prompt codes and finishing the session on time. The system in this guide is the one TallyFlex ships, and it’s the one most teams used the moment they tried it.
This guide covers the prompt levels on the intrusiveness continuum, the trial outcomes recorded alongside them, when to use least-to-most versus most-to-least, how to record prompt data without slowing the session, and how to make fading decisions from the numbers.
What Is a Prompt Hierarchy?
A prompt hierarchy is an ordered sequence of prompts ranging from most assistance to least assistance (or vice versa). It creates a continuum of support levels that you can systematically move through as a learner develops competence.
The concept comes from the principle of stimulus control transfer - gradually shifting the control of behavior from prompts (supplementary stimuli) to natural stimuli in the environment. As Cooper, Heron & Heward explain in Applied Behavior Analysis, the goal is always to fade prompts as quickly as possible while maintaining accurate responding.
A defined hierarchy ensures:
- Consistency across team members - Everyone provides similar support levels
- Objective measurement - You can track exactly how much help was needed
- Clear fading criteria - Data shows when to move to less intrusive prompts
- Prevention of prompt dependency - Systematic fading reduces over-reliance on prompts
Tracking prompt levels on paper during fast-paced sessions is where the system breaks down. TallyFlex handles this with configurable prompt hierarchies and one-tap recording per step, so your team captures accurate prompt data without slowing down instruction.
Types of Prompts in ABA
The prompt levels live on an intrusiveness continuum. A common ordering, used in many discrete trial protocols and in Cooper, Heron & Heward’s Applied Behavior Analysis (Ch. 17), runs from most to least intrusive: Full Physical (FP) > Partial Physical (PP) > Model (M) > Verbal (V) > Gestural (G).
Full Physical Prompt (FP)
The therapist physically guides the learner through the entire response, hand-over-hand.
Example: Placing your hands over the learner’s hands and moving them through the motions of writing their name.
Partial Physical Prompt (PP)
The therapist provides partial physical guidance - a light touch, gentle nudge, or guidance through part of the movement.
Example: Lightly tapping the learner’s elbow to prompt them to reach for an object.
Model Prompt (M)
The therapist demonstrates the correct response for the learner to imitate.
Example: Showing how to fold a towel before asking the learner to fold one.
Verbal Prompt (V)
The therapist provides spoken instructions, hints, or reminders about what to do.
Example: “Touch the red one” or “Put the spoon in the bowl.”
Gestural Prompt (G)
The therapist uses non-verbal cues like pointing, nodding, or looking toward the correct response.
Example: Pointing toward the correct choice during a matching task.
A Note on Hierarchy Ordering
Hierarchy ordering is program-defined. The relative intrusiveness of Model versus Verbal in particular varies across protocols. In most discrete trial training protocols (and in MacDuff, Krantz & McClannahan, 2001), Model is treated as more intrusive than Verbal because a model contains complete topographical information about the response. In some Verbal Behavior programs, a direct verbal prompt that names the target response - a full echoic prompt for a tact, for example - is treated as more intrusive than a model. Match your hierarchy to your program’s operational definitions, write it down before teaching begins, and stick to it within a target.
Trial Outcomes (Not Prompts)
Two codes that often appear next to prompt-level codes are not prompts at all. They are trial outcomes recorded alongside the prompt-level data.
Independent (I)
The learner completes the response without any prompt. Independent is the goal state for skill acquisition programs. It sits outside the intrusiveness continuum because no prompt was delivered. In TallyFlex’s weight-based system, Independent has weight 0.
No Response (NR)
The learner does not attempt the response within the allowed response interval. NR is a trial outcome, not a level of assistance - a learner cannot be “prompted at the NR level.” NR indicates the current prompt level isn’t sufficient, the response interval is too short, or the learner isn’t motivated. Track NR because it is signal about your teaching procedure, not about the learner’s capability.
Least-to-Most vs. Most-to-Least Prompting
Two primary strategies determine how you move through the hierarchy.
Least-to-Most Prompting (LTM)
Begin with the least intrusive prompt and increase support only if the learner doesn’t respond correctly.
How it works:
- Present the natural cue and wait
- If no correct response, provide a gestural prompt
- If still no correct response, provide a verbal prompt
- Continue increasing until the learner responds correctly
Best for: Learners who already have some skills, when assessing current ability, and when independence is the primary goal.
Drawbacks: Can result in more errors during acquisition; may be frustrating for learners who need significant support.
Most-to-Least Prompting (MTL)
Begin with the most intrusive prompt necessary to ensure correct responding, then systematically fade to less intrusive prompts.
How it works:
- Begin with full physical or model prompt (whatever ensures success)
- After criterion is met (e.g., 3 correct trials), fade to the next level
- Continue fading until the learner responds independently
Best for: New skills with no prior learning history, learners who become frustrated with errors, and safety-critical skills.
Drawbacks: Can create prompt dependency if fading is too slow; may not reveal what the learner can already do independently.
Choosing Your Strategy
| Factor | Choose LTM | Choose MTL |
|---|---|---|
| Learner has some skill | Yes | Maybe |
| New skill, no history | Maybe | Yes |
| Error tolerance is high | Yes | Maybe |
| Learner frustrated by errors | No | Yes |
| Safety-critical skill | No | Yes |
Many practitioners use a hybrid approach - starting with most-to-least for initial acquisition, then switching to least-to-most probes to assess independent performance.
Other Prompting Strategies
Time Delay
Time delay is a stimulus control transfer procedure. It introduces a waiting period between the SD (the natural cue) and the prompt, so the learner gets the opportunity to respond before the prompt is delivered. Both versions below transfer stimulus control from the prompt to the natural SD.
Constant time delay (CTD): Begin with a 0-second delay between the SD and the prompt for the first session or two (this is essentially simultaneous prompting - the prompt is delivered at the same time as the SD). Once the learner is responding correctly with the immediate prompt, jump to a fixed delay (commonly 3 to 5 seconds) and hold it constant for the rest of training. On each trial the learner can either respond before the prompt (independent) or wait for the prompt (prompted).
Progressive time delay (PTD): Begin with a 0-second delay, then gradually increase the delay across sessions or trials (e.g., 0, 1, 2, 3, 4, 5 seconds) as the learner demonstrates correct anticipatory responding.
Time delay vs. prompt delay vs. response interval. These get confused. Time delay is the teaching procedure described above - the interval between SD and prompt that you control to transfer stimulus control. Response interval (sometimes called response delay or response window) is the time the learner has to respond before the trial is recorded as No Response. They are distinct parameters. A time delay procedure with a 4-second SD-to-prompt delay and a 3-second response interval after the prompt are two different timers running in two different parts of the trial.
Graduated Guidance
A variation where the intensity of physical guidance adjusts moment-to-moment based on learner resistance or cooperation. You provide only as much support as needed at any instant.
Recording Prompt Data Effectively
Prompt data is only useful if collected consistently.
Define Your Hierarchy Clearly
Before teaching begins, document exactly what each prompt level looks like for this specific skill.
Weak definition: “V = Verbal prompt”
Strong definition: “V = Any spoken instruction that directly names the target action, such as ‘Touch the red one’ or ‘Put the spoon in the bowl.’ Does NOT include general encouragement like ‘Try again.’”
Use Consistent Codes
Standard codes make data collection faster. Below is one common code set, ordered least-to-most intrusive on the prompt continuum, with Independent and No Response listed separately as trial outcomes:
| Code | Level | Type |
|---|---|---|
| I | Independent | Trial outcome (no prompt delivered) |
| G | Gestural | Prompt (least intrusive) |
| V | Verbal | Prompt |
| M | Model | Prompt |
| PP | Partial Physical | Prompt |
| FP | Full Physical | Prompt (most intrusive) |
| NR | No Response | Trial outcome (no response within the response interval) |
This is one example of a code set, not the only correct one. Reorder the prompt levels to match your program’s hierarchy if it differs (for example, if your VB program treats Verbal as more intrusive than Model).
Record in Context
Task analysis: Record the prompt level for each step. See our task analysis data collection guide for detailed strategies.
Discrete trial training: Record the prompt level for each trial, or track percentage of independent responses.
Natural environment teaching: Record the prompt needed during each teaching opportunity.
Using Prompt Data to Make Fading Decisions
Establish Fading Criteria Before Teaching
Define what level of success warrants fading to the next prompt level.
Example criteria:
- “Fade from FP to PP after 3 consecutive sessions with 80%+ correct”
- “Move to next prompt level when learner responds correctly on first attempt for 5 consecutive opportunities”
If the data meets criteria, you fade. If it doesn’t, you don’t.
Look for Stability, Not Just Success
A single good session doesn’t mean it’s time to fade. Look for:
- Consistency across opportunities - Similar performance throughout the session
- Stability across sessions - Performance maintained over multiple days
- Consistency across people - Similar responding with different therapists
Recognize Prompt Dependency
Prompt dependency occurs when a learner waits for prompts even when capable of independent response. Warning signs:
- Looking at the therapist before responding
- Correct responding with prompts but low correct responding on independence probes
- Increasing latency when prompts are delayed
If you suspect prompt dependency, use least-to-most probes, increase wait time before prompting, and reinforce independent attempts heavily.
Common Prompt Patterns and What They Mean
Steady Decrease in Prompt Levels
What it means: Teaching is working. The learner is acquiring the skill as expected.
Action: Continue current approach, fade according to criteria.
Stuck at One Prompt Level
What it means: Current teaching approach may not be effective for this learner or skill.
Action: Check if the prompt is being delivered consistently, consider whether the step is too large, evaluate motivation and reinforcement.
Variable Performance
What it means: The skill may not be truly acquired, or environmental variables are affecting performance.
Action: Look for patterns in setting events (time of day, preceding activities), increase practice at a more consistent prompt level, extend mastery criteria.
Regression After Fading
What it means: Fading was premature, or the skill wasn’t maintained adequately.
Action: Return to the last successful prompt level, increase reinforcement density, practice to more stringent criteria before fading again.
How TallyFlex Handles Prompt Levels
Traditional prompt data collection means managing paper data sheets with prompt codes, manually calculating percentages of independent responding, and hoping everyone on the team records the same way.
TallyFlex includes a complete prompt hierarchy system designed for clinical workflows. Built with input from practicing BCBAs, the system supports the data collection patterns real teams use.
Configurable Prompt Hierarchies
The default code set includes the five prompts on the intrusiveness continuum (G, V, M, PP, FP) plus the two trial outcomes (I and NR). Each code is color-coded for quick visual identification during data collection.
Customize to match your program: Add, remove, or reorder prompt levels to match your organization’s codes or a specific learner’s needs. The weight-based system tracks intrusiveness - Independent has weight 0, and higher weights indicate more intrusive prompts. If your VB program treats Verbal as more intrusive than Model, reorder accordingly.
Task Analysis with Per-Step Prompt Tracking
When running task analysis sessions, TallyFlex requires prompt level recording for each step. As learners work through chained skills like hand washing or tooth brushing, therapists tap the appropriate prompt level badge after each step. The app auto-advances to the next step, keeping pace with the session.
What you see during a session:
- Color-coded prompt badges for each completed step
- Real-time count of independent versus prompted steps
- Visual progress through the task chain
Percent Correct with Optional Prompt Tracking
For discrete trial training (DTT), you can enable prompt level tracking to measure percentage of independent responses - not just overall accuracy. This optional toggle transforms standard percent correct tracking into a richer data source.
When enabled:
- One-tap recording for independent trials (the most common response during mastery)
- Quick picker modal for prompted trials
- Real-time stats showing independent count, prompted count, and % independent
- Undo support for quick corrections
Prompt Distribution Visualization
TallyFlex generates prompt distribution charts showing how prompting patterns change over time. Stacked area charts reveal trends across sessions, while summary views show the overall distribution of prompt levels for a program.
These visualizations help answer questions like: Is the learner becoming more independent? Which steps still require the most support? Is a specific prompt level being over-used?
Mastery Criteria Options
For task analysis programs, TallyFlex supports three mastery criterion types:
- Percent Independent - Mastery when independent responses reach a threshold (e.g., 80% of steps independent)
- All Independent - Mastery requires 100% independent responding
- Maximum Prompt Level - Mastery when no prompts exceed a specified level in the hierarchy
Data Export
All prompt data exports to CSV or Excel with full detail - prompt level per step, session summaries, and distribution data. Task analysis exports display steps as rows and sessions as columns, matching familiar paper data sheet layouts.
Explore our recording methods documentation to see how prompt data collection works in TallyFlex.
What’s Next?
- Learn about task analysis: Task Analysis Data Collection Guide covers how to use prompt hierarchies in chained skill teaching
- Choose recording methods: How to Choose the Right ABA Recording Method helps match methods to behaviors
- See TallyFlex in action: Spend your time on analysis, not data entry - configurable prompt hierarchies and mastery tracking that sync across your team’s devices
Good prompt data shows you exactly where a learner is on the path to independence. That clarity drives better fading decisions - and faster skill acquisition.



