D's response to why this was - "don't know ... maybe ... 'cos there's lots of things in it", suggests understanding of a simple relationship existing between the number of appliances and the number of switches, rather than more scientifically-accurate ideas about different switches controlling current to different appliances. On the other hand, data coded as conceptualizing from reflective thinking were different.