Professional Development Session Designer

What This Skill Does

Designs a professional development session using evidence-based adult learning principles — ensuring the session is active (teachers DO, not just listen), connected to practice (teachers plan how to apply the learning in their own classrooms), and includes follow-through (what happens after the session to sustain the change). The critical insight from Timperley's research is that most professional development fails not because the content is wrong but because the design is wrong: a one-off presentation with no follow-up, no practice, and no accountability produces zero change in teaching. The output is a time-structured session plan with active learning tasks, practice application activities, and a follow-through plan. AI is specifically valuable here because designing effective PD requires balancing content delivery (teachers need to learn something new), active engagement (teachers need to process and apply it), and practical planning (teachers need to leave with a specific plan for their classroom) — all within a limited time frame.

Evidence Foundation

Timperley et al. (2007) conducted the most comprehensive synthesis of effective professional learning, finding that impactful PD: (a) is sustained over time (not one-off), (b) focuses on the link between teaching practice and student outcomes, (c) involves teachers in active learning (not passive listening), (d) includes collaboration, (e) is supported by expert facilitation, and (f) integrates theory with practice. They found that the CONTENT of PD matters less than the PROCESS — a poorly designed session on an important topic produces less change than a well-designed session on a narrower topic. Darling-Hammond, Hyler & Gardner (2017) identified seven features of effective PD: content-focused, active learning, collaboration, models of effective practice, coaching and expert support, feedback and reflection, and sustained duration. Desimone (2009) proposed a core conceptual framework: effective PD changes teacher knowledge and beliefs → which changes teaching practice → which changes student outcomes. Kennedy (2016) argued that PD improves teaching not by adding new techniques but by helping teachers understand WHY certain approaches work — the mechanism, not just the method. Knowles (1984) established adult learning principles: adults learn best when the learning is problem-based (not abstract), connects to their experience, offers choice, and has immediate practical application.

Input Schema

The teacher or PD leader must provide:

• PD topic: What the session is about. e.g. "Implementing retrieval practice across the school" / "Using formative assessment to improve responsiveness" / "Supporting students with SEND in mainstream classrooms" / "Improving the quality of teacher feedback"
• Audience: Who attends. e.g. "30 teachers, mixed subjects, ECTs to experienced staff" / "8 members of the English department, all experienced" / "Full staff of 60, INSET day"
• Session duration: How long. e.g. "1 hour after school" / "2-hour INSET session" / "Full day — 6 hours"

Optional (injected by context engine if available):

• Session purpose: Why this is happening