Practitioner Development

A Component Analysis of Behavioral Skills Training for Teaching Data Collection to Preservice Professionals

Keene et al. (2026) · Behavioral Interventions 2026
★ The Verdict

Show, don’t tell: a two-minute model teaches data collection faster than talking or drilling.

✓ Read this if BCBAs who train new RBTs or supervise preservice students.
✗ Skip if Clinicians whose staff already collect data with near-perfect reliability.

01Research in Context

01

What this study did

Keene and team asked a simple question. Which part of Behavioral Skills Training actually teaches new staff to collect data?

They split 12 college trainees into three groups. Each group got only one BST piece: instructions, modeling, or rehearsal plus feedback.

The skill was simple frequency count: how many times a child stacked blocks. Trainers rotated the single component every session until each person hit mastery.

02

What they found

Modeling won. Most trainees reached mastery in just two short sessions.

Instructions alone rarely worked. Rehearsal plus feedback helped, but took twice as long as modeling.

In plain words: show them once, they get it. Tell them or drill them, it drags.

03

How this fits with other research

Jimenez-Gomez et al. (2019) used the full BST package to teach naturalistic play. Their techs needed all four steps. Keene’s study says you can skip three when the target is data collection.

Macadangdang et al. (2022) also kept the whole package to teach ball skills to students with disabilities. Again, every part seemed needed. The difference: Keene isolated modeling, proving one slice can be enough for simple desk skills.

Older papers like Spealman et al. (1978) and Osnes et al. (1986) used full BST to teach dressing and conversation. None tested single parts, so Keene updates the playbook: start lean, add steps only if the learner stalls.

04

Why it matters

Next time you onboard RBTs, open with a quick model of the data sheet. If they catch on, you just saved training time. Reserve instructions and rehearsal for the few who need more. Faster onboarding means more staff ready to bill, and fewer errors in your graphs.

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02At a glance

Intervention
behavioral skills training
Design
alternating treatments
Sample size
4
Population
not specified
Finding
positive
Magnitude
medium

03Original abstract

ABSTRACT Behavior Skills Training (BST) is a well‐researched training method for training adults in diverse settings, and is comprised of four components: didactic instruction, modeling, rehearsal, and feedback. Although BST is widely supported in the literature as effective, its efficiency and the necessity of each individual component remain under investigation. We used an adapted alternating treatments design to compare individual BST components in teaching four data collection skills to four preservice professionals to determine which components were individually effective and, perhaps, superior within the BST model. We used counterbalancing to assign individual BST components to target skills across participants. Results indicated that modeling was the most effective component across participants, with some participants reaching mastery criteria in as few as two training sessions. Didactic instruction and feedback also improved performance, though less consistently. Social validity data also supported participant preference for modeling and feedback. These findings suggest that training packages incorporating individual or select combinations of BST components may be sufficient for teaching specific skills, allowing more resource‐efficient and scalable adult training procedures. Future investigations should aim to define BST variations with greater precision and explore tiered or individualized training approaches based on skill complexity and trainee preferences.

Behavioral Interventions, 2026 · doi:10.1002/bin.70071