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Functional Analysis (FA): The Experimental Standard for Identifying Behavioral Function

By Matt Harrington, BCBA · BBC Editorial Team · Search target: functional analysis
BBC Evidence Grade: MODERATE

Based on 126 experimental studies (20 controlled, 106 suggestive); 80% report positive effects; where reported, effects are predominantly large. Updated July 2026.

Experimental base 126 studies
Controlled (T1) 20
Suggestive (T2) 106
Convergence 80% positive
How we grade →

01What the research shows

Across 126 experimental studies (20 controlled, 106 suggestive), 80% of the studies reporting a direction found positive effects. Where effect size was reported, effects were predominantly large.

Populations studied: intellectual disability, autism, developmental delay, mixed clinical.

Computed across 216 corpus articles (126 experimental, 90 contextual). Regenerated monthly as new studies are ingested.

02The variants, and how they differ

Standard/full FA (Iwata paradigm)

The Iwata four-condition paradigm tests attention, escape (demand), alone, and tangible conditions against a play or control condition in a multielement, alternating-treatments design, typically across multiple sessions per condition. It remains the experimental standard because it directly manipulates the antecedent and consequence contingencies hypothesized to maintain behavior rather than inferring function from correlation, and it can differentiate among functions within a single assessment. The cost is real: multiple sessions per condition, a controlled setting, and often several days of clinic time, which is the main reason lighter formats exist.

Brief FA

A brief FA compresses the same logic into a single session or a small number of sessions, often one exposure per condition, sometimes followed by a contingency-reversal or extended condition to confirm a hypothesized function. It trades some confidence for speed and is a reasonable first pass where a multi-day standard FA isn't feasible, with the understanding that an ambiguous or undifferentiated brief FA is a reason to extend the assessment, not a final answer.

IISCA / practical functional assessment

The Interview-Informed Synthesized Contingency Analysis pairs an open-ended caregiver interview with a functional analysis that tests a single, synthesized contingency, often combining attention, escape, and tangible into one test condition against control, rather than isolating each function separately. It was built to be faster and safer to run in home and community settings, including with severe problem behavior, and it underlies most skill-based treatment packages. Structurally, a synthesized test condition can produce a strong effect without revealing which piece of the combined contingency is doing the work, that's the defining tradeoff of testing a package instead of isolating each function.

Trial-based FA

Trial-based FA embeds brief test-control trial pairs directly into ongoing instruction or routines rather than running dedicated analog sessions, which makes it well suited to classrooms and other settings where a full multielement FA isn't practical. It sacrifices some of the standard FA's session-length exposure to each condition, but its structure is simple enough that caregivers and paraprofessionals can be trained to run it (Standish et al., 2023), extending FA logic into settings that would otherwise default to indirect or descriptive assessment alone.

Latency-based FA

Latency-based FA measures time to the first occurrence of the target behavior in each test condition rather than rate across a full session, which shortens each exposure to the first response instead of a fixed session length. It's attractive for dangerous or low-frequency behavior where waiting out a full session is either unsafe or produces too little data, but latency and standard-FA outcomes have shown only partial correspondence in some settings (Hansen et al., 2019), so a latency-based result is a strong hypothesis to confirm rather than a finding to build a full treatment package on without follow-up.

Single-function tests and pairwise comparisons

Rather than contrasting all conditions at once, these tests isolate one suspected function at a time in a pairwise or extended-condition format, sometimes paired with a targeted abolishing operation delivered before the test condition (Rispoli et al., 2018). They exist to sharpen a picture the full multielement design left unclear, not to replace running the full paradigm first.

03Which one, and when

The real decision is rarely full FA versus no FA. Indirect and descriptive assessment (interviews, ABC data, scatterplots) can generate a function hypothesis, but they correlate rather than test, and descriptive data is well documented to sometimes point to the wrong function, particularly when attention and escape are both plausible. Treat descriptive assessment as the input to a functional analysis, not a substitute for one, unless a genuine safety or setting constraint makes any analog testing impossible.

Run a full standard FA when the behavior is complex, the case is high-stakes (severe self-injury or aggression with a placement or restriction decision riding on it), or an earlier lighter assessment came back ambiguous. The time cost buys the clearest picture of which specific contingency maintains the behavior, and that specificity matters most when the treatment package needs to isolate a single function rather than address several at once. On a high-stakes case where the standard FA is run in a clinic and the treatment will live in a classroom or home, don't treat the analog result as the final word, at least one comparison found clinic and natural-setting results don't always match, so a brief confirmatory probe in the actual treatment setting is worth the extra time before the plan is finalized (Lang et al., 2008).

Reach for brief FA or trial-based FA when time or setting genuinely won't support a standard FA: a school day with fixed instructional blocks, a home visit model, or a caregiver-run assessment where an in-clinic multielement design isn't an option.

Reach for IISCA when speed and safety both matter and you're heading toward a skill-based treatment package rather than a function-isolating one, most often in home and community settings with severe behavior where extended exposure to isolated test conditions raises real safety concerns. That speed and safety come at a cost in precision, so weigh it against how much the case demands a single, isolated function.

Safety governs format as much as time does. Therapist-worn protective equipment does not distort FA outcomes (Oropeza et al., 2018), so don't avoid or shorten an FA of aggression to protect staff; protect staff and run the full assessment instead of downgrading to a lighter format out of caution the evidence doesn't support needing. If a result comes back undifferentiated, extend the assessment, add a targeted abolishing operation (Rispoli et al., 2018), or move to single-function pairwise testing before concluding the behavior has no clear function; whether the ambiguity was a real null result or a procedural artifact is worth checking before you pick the next format.

Whatever format you use, the output should point directly to a differential-reinforcement variant matched to the function you found, DRA or DRI for a social function, extinction paired with a reinforcement component for most cases, not a generic behavior plan written to the topography alone.

04What this means Monday morning

Functional analysis carries a Moderate grade because it's an idiographic methodology built around individual case hypotheses rather than group comparisons, not because the procedure is weakly supported. Don't let the grade make you hesitant to run it as your default assessment for behavior with an unclear function.

The recurring, fixable practitioner error in this literature: restricting establishing operations or prompts to only the condition where you expect them to matter. One comparison found that limiting bite prompts to the escape condition alone can mask a genuine attention function and produce a false negative (Bachmeyer et al., 2019). Run your antecedent and consequence manipulations consistently across all conditions, including the ones where you don't expect an effect and including any protective equipment your staff wear (Oropeza et al., 2018), or an undifferentiated result may just be a design artifact rather than a true absence of function.

When you're the one running the abolishing-operation add-on, the mechanics look like this: deliver the targeted operation, such as noncontingent social attention, for a few minutes before continuing the same test trials, then compare the resulting rate to the original condition rather than starting a new assessment format from scratch (Rispoli et al., 2018). When behavior appears to serve more than one function, treat each candidate function as its own baseline (a multiple-baseline-across-functions logic) rather than combining functions into a single intervention and hoping the data sort themselves out (Morris et al., 2023).

When you're the one setting up caregiver training for a trial-based FA, build it around the model that's actually gotten parents running one accurately at home: a brief, automated package, a short video or scripted walkthrough plus minimal in-person follow-up (Standish et al., 2023), rather than an open-ended clinic apprenticeship. That's the training format to reach for first, not a fallback if full supervision isn't feasible.

Consider adding a secondary measure when the case calls for it. Collecting happiness or affect indicators (smiling, laughing) alongside standard FA data can identify intervention targets that track as well as the traditional FA outcome while giving you a second, socially meaningful line of data to report to caregivers and teams (Thomas et al., 2021).

Don't treat a clinic or analog result as automatically portable to the classroom or home. A direct clinic-versus-natural-setting comparison found the two didn't always agree, so when the placement or restriction decision actually rides on the natural environment, confirm the function holds there too rather than writing the treatment plan off the analog result alone (Lang et al., 2008). The assessment itself isn't a neutral, contained event either: one descriptive study found that running an FA can raise or lower problem behavior in other settings unpredictably, in either direction, which is a real enough effect that it's worth a few days of baseline data collection in the classroom or home before and during the assessment, not just in the FA room (Call et al., 2017).

05From the experts

Now, in this talk, I'm going to be focusing on the functional analysis to drive home this point that as clinicians, we should be using it. But I completely understand why we are not. And I say we because I've gone through this as a clinician as well. Here's how the functional analysis has sort of evolved over the years. We chose these components you see on the side to review because of the relevance to the procedures used by Iwata et al. in 1982.
From the talk — Dr. Joshua Jessel Redefining the Boundaries of Efficiency during a Functional Analysis of Problem Behavior - Applied 2022
Because we're looking for a functional analysis methods. Um, it looks like this uses a traditional multi-element functional analysis with no modifications. So I am going to let that one go and instead check out teacher conducted latency-based functional analysis. Let's go ahead and download that. Pop it off to the side right here and go to, okay, sorry about that. Took me a second to rearrange my, uh, screens in the right way. You'll have to trust that I wasn't cheating and reading the article. Just rolling with it.
From the talk — Matthew Harrington Solving Clinical Challenges with Research
Let's clarify some stuff, right? The functional analysis. What is it? I talked a lot about it in the last 20-minute video you watched. I'm going to talk about it for the next hour plus if you stay with me the whole time. So let's clarify some terms. Functional analysis is absolutely not a set of formal procedures set forth by Iwata et al. 1984-92 and meant to be taken in stone at that moment. It's not the Ten Commandments of functional assessment.
From the talk — Matt Harrington Confessions of a New Behavior Analyst in Functional Analysis

06Common questions

How many sessions or trials should I run per condition before calling the data stable?
There's no fixed number, but practice convention looks for at least three data points per condition with a consistent level and trend before you stop. A single high or low session, especially the first one in a condition, is often reactivity to the new contingency rather than the true rate. If conditions are still overlapping or trending after three or four exposures, extend rather than call it undifferentiated.
Can running the FA itself change behavior outside the assessment room?
Yes, and not always predictably. Problem behavior in other settings can rise or fall during the assessment period just from running the FA, so keep collecting baseline data outside the FA room while the assessment is underway rather than reading it as a controlled variable. It's also why a function confirmed in the clinic is worth re-checking in the classroom or home before you finalize the treatment plan; results don't always transfer cleanly across settings.
My FA results are elevated in every condition, including play or control. What does that suggest?
That pattern points toward an automatically maintained behavior rather than a true design failure, since the reinforcer is produced by the response itself and isn't withheld just because you changed the social contingency. It's a different picture from a flat, low-rate undifferentiated result across the board, which more often traces back to a procedural issue like inconsistent prompting. An automatic function usually calls for a different treatment approach than a social one, sensory extinction or response blocking rather than a differential-reinforcement package built around withholding attention or escape.
Should I run an FA on stereotyped verbal behavior, like echolalia or an idiosyncratic gesture, or assume it's non-functional?
Run it. Topography that looks like scripting or stimming has turned out, under a standard or antecedent-probe FA, to be a genuine verbal operant maintained by tangible or informational reinforcement rather than automatic noise. Assuming a form is non-functional because it looks repetitive skips the one step that would tell you otherwise.

07The studies behind this grade

The strongest 12 of 216 constituent studies. Each links to its record in the research database and its source.

  1. Using Antecedent and Functional Analyses to Conduct a Treatment Comparison on Echolalia
    Kaye et al., 2025 · Behavioral Interventions Controlled
  2. Partially Automated Training for Implementing, Summarizing, and Interpreting Trial-Based Functional Analyses
    Standish et al., 2023 · Journal of Behavioral Education Controlled
  3. Multiple Isolated Functions of Problematic Behavior: A Case Study
    Morris et al., 2023 · Behavior Analysis in Practice Controlled
  4. Measuring Happiness Behavior in Functional Analyses of Challenging Behavior for Children with Autism Spectrum Disorder.
    Thomas et al., 2021 · Behavior modification Controlled
  5. Latency-based functional analysis in schools: Correspondence and differences across environments
    Hansen et al., 2019 · Behavioral Interventions Controlled
  6. A comparison of functional analysis methods of inappropriate mealtime behavior
    Bachmeyer et al., 2019 · Journal of Applied Behavior Analysis Controlled
  7. Trial-Based Functional Analysis Informs Treatment for Vocal Scripting.
    Rispoli et al., 2018 · Behavior modification Controlled
  8. Effects of therapist-worn protective equipment during functional analysis of aggression
    Oropeza et al., 2018 · Journal of Applied Behavior Analysis Controlled
  9. The Effects of Conducting a Functional Analysis on Problem Behavior in Other Settings: A Descriptive Study on Potential Interaction Effects.
    Call et al., 2017 · Behavior modification Controlled
  10. Effects of fixed versus random condition sequencing during multielement functional analyses.
    Hammond et al., 2013 · Journal of applied behavior analysis Controlled
  11. A functional analysis of gestural behaviors emitted by young children with severe developmental disabilities.
    Ferreri et al., 2011 · The Analysis of verbal behavior Controlled
  12. A preliminary comparison of functional analysis results when conducted in contrived versus natural settings.
    Lang et al., 2008 · Journal of applied behavior analysis Controlled
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