single-subject-design

Identify and implement single-subject experimental designs for behavior-analytic evaluation.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/ccashwell/agentic-behavior-analysis --skill single-subject-design
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: single-subject-design
Source: https://github.com/ccashwell/agentic-behavior-analysis/tree/main/skills/single-subject-design
Command: npx skills add https://github.com/ccashwell/agentic-behavior-analysis --skill single-subject-design

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Single-subject experimental designs provide a rigorous framework for evaluating behavior change within a single participant, enabling clear demonstrations of experimental control and replication in both clinical and research contexts.

Core Features & Use Cases

  • Design selection: reversal (A-B-A-B), multiple baseline, alternating treatments, changing criterion.
  • Data interpretation: continuous visual analysis, IOA considerations, and phase-level decisions.
  • Use cases: evaluating treatment efficacy in single-participant studies, program evaluation, and ethical decision-making based on data.

Quick Start

Choose an appropriate single-subject design and outline the phase structure for a client case.

Frequently Asked Questions about single-subject-design

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I choose the right single-subject experimental design for behavior analysis?▼

A single-subject design evaluates behavior change within one participant by using structured phases like reversal or multiple baseline. It provides a rigorous framework for demonstrating experimental control and replication in both clinical and research contexts.

How do I implement an A-B-A-B reversal design for clinical intervention planning?▼

Implementing an A-B-A-B reversal design requires structuring alternating baseline and intervention phases to measure behavior change. This single-subject approach demonstrates functional relationships between the intervention and the target behavior for program evaluation and outcome measurement.

Can I use single-subject designs for functional behavior assessment in clinical practice?▼

Yes, single-subject designs are applicable in clinical practice for functional behavior assessment (FBA) evaluations. They support ethical data-driven decision-making by enabling continuous visual analysis of phase-level data to evaluate treatment efficacy across diverse participants and settings.

What is the difference between multiple baseline and alternating treatments designs?▼

Multiple baseline designs stagger intervention introduction across behaviors or participants, while alternating treatments designs rapidly alternate conditions. Both single-subject methods establish experimental control but differ in sequencing and practical application for behavior-analytic evaluation.

When should I not use a single-subject experimental design?▼

Single-subject designs may be unsuitable when experimental control cannot be demonstrated through phase reversals or staggered baselines due to ethical constraints. If target behaviors are irreversible or require group-level statistical analysis, alternative evaluation methods are necessary.