Wearable Technology to Measure the Occurrence of Self-Injury During a Functional Analysis.
A wrist accelerometer can record self-hits during an FA, but we still need the tape to know if it is right.
01Research in Context
What this study did
Neely et al. (2025) taped a small wrist accelerometer to kids with autism. The device counted sudden arm jerks during a regular functional analysis.
They later watched the same sessions on video. The goal was to see if the gadget matched what human eyes called self-hitting.
What they found
The paper only says the pilot ran; it does not report how well the sensor agreed with the video. We know the setup is possible, but not if it is accurate.
How this fits with other research
McCabe et al. (2023) tried heart-rate watches during FAs and found no useful signal. Leslie swaps the sensor type, moving from heart rate to motion, after that dead end.
van Swieten et al. (2025) reviewed every biosignal study for self-harm and also concluded no single body measure works yet. Leslie’s pilot is therefore another small entry in a still-empty toolbox.
Sullivan et al. (2026) took the opposite angle: they put wearables on therapists, not clients, to catch staff stress. Together these papers show the field is hunting for any objective ring, watch, or band that can live inside an FA session.
Why it matters
You can’t fix what you can’t count. If a cheap wristband can reliably flag self-hits, you could run FAs in classrooms or homes without a camera crew. Until agreement data arrive, keep your video camera rolling and treat wearables as a backup scorer, not the main one.
Want CEUs on This Topic?
The ABA Clubhouse has 60+ free CEUs — live every Wednesday. Ethics, supervision & clinical topics.
Join Free →Slap a cheap wrist accelerometer on the client, run the FA as usual, then compare five-minute clips of sensor spikes to your video to spot easy matches or misses.
02At a glance
03Original abstract
Conducting a functional analysis (FA) is considered the gold standard for assessing the function of disruptive behavior and informing function-based treatment plans for individuals with autism and developmental disabilities. However, data collected during FAs are subject to human error. Accelerometers are wearable sensors that capture an individual's movement and can be used to identify behavioral events. The purpose of this study was to pilot the use of accelerometers to identify the occurrence of self-injurious behavior events during a FA. Three participants with autism, who engaged in self-hitting behaviors, participated in this study. Researchers conducted a FA with the participants while they wore small accelerometer devices. Observational data were collected using (1) live observation ("clinical-grade"), (2) from frame-by-frame video analysis ("research-grade"), and (3) via accelerometers. Researchers calculated interobserver agreement across data sets. Discussion of results and recommendations for practice and future research are included.
Behavior modification, 2025 · doi:10.1177/01454455251397910