Group engagement: a conceptual analysis.

Szatmari et al. (1994) wrote a think-piece about group engagement. They asked: what does it really mean when we say a client is engaged?

The authors looked at old definitions and found them fuzzy. They offered a tighter definition tied to the lesson goal.

They warned that without good rulers, we cannot link engagement to learning gains.

The paper does not give new numbers. It gives a map.

Engagement must match the aim of the task, and we need sound tools to score it.

Shaughnessy et al. (2024) picked up the call thirty years later. They built the PP-Framework to watch autistic teens in arts sessions. It turns the 1994 plea into a ready-to-use checklist.

Schertz et al. (2018) folded engagement into a big list of meaningful life outcomes for autistic people. Their review treats engagement not as a nice extra, but as a core target.

Hong et al. (2021) showed how to track agility with celeration multipliers. Their step-by-step guide mirrors the 1994 push for clear, practitioner-friendly metrics, only for speed instead of engagement.

You can stop guessing if your client is tuned in. Tie your engagement definition to the skill you are teaching, then pick or build a ruler that fits that skill. Start small: write one behavior that shows engagement for your next group game, count it, and see if scores rise with learning gains.