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.