"We ... find ourselves continually trying to accommodate new realities within inappropriate existing institutions, and trying to think about those new realities in traditional but sometimes dangerously irrelevant terms."
- Gwynne Dyer
You see, but you do not observe. The distinction is clear.'
-Sherlock Holmes, A Scandal in Bohemia
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Question: how relevant and helpful are mathematics lesson observations?
The first question is how reliable lesson observation is as a tool - and perhaps the results will surprise you. Firstly, even 'experts' tend to disagree. According to Professor Rob Coe at Durham University's Centre for Evaluation and Monitoring,
" Using Ofsted's categories, if a lesson is judged 'Outstanding' by one observer, the probability that a second observer would give a different judgement is between 51% and 78%. For observations conducted by Ofsted inspectors or professional colleagues, 'training' in observation is generally not of the quality and scale used in these studies, and no evidence of reliability is available. Hence, we are probably justified in assuming that the true value will be close to the worst case. In other words, if your lesson is judged 'Outstanding', do whatever you can to avoid getting a second opinion: three times out of four you would be downgraded. If your lesson is judged 'Inadequate' there is a 90% chance that a second observer would give a different rating."
The validity of lesson observation as a proxy for measuring student progress is also questionable. One study (Strong et al, 2011) suggests the likelihood of an incorrect judgement by a teacher or headteacher observing - based on only a two-variable measurement - is around 63%.
Putting these astonishing findings to one side for a moment: if we are to take part in lesson observation (and most schools still do), what should be the focus? One particular issue seems to be that lesson observations are almost exclusively channelled through generic formats. Observers might have very little understanding of the mathematics involved (as was the case for me being observed as a Head of Mathematics in a school where only I had experience and subject knowledge enough to teach A-Level), and the form they are using might all but ignore the subject being taught in favour of the teaching methods, the objectives, and the behaviour management being employed. Pieces of paper focus attention. We cannot possibly see everything (and if you know anything about human beings, you won't be shocked by the outcomes of this experiment) - so following a format is important. The quality and focus of that format is therefore decisive.
Is it time we mathematicians demanded subject-specific lesson observation formats? If so, what is out there that will fulfil our needs?
Last month, ACME (the Advisory Committee on Mathematics Education) released, as part of a wider piece on professional development for maths teachers , a mathematics-specific lesson observation form produced by the University of Nottingham. It is simple and clear, with noticeably little focus on anything but the mathematical needs of learners and a catch-all 'Other things noticed' box.
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)
In the US, research at Harvard University led to the MQI (Mathematical Quality of Instruction) measure, which takes the following questions and uses the answers to form a judgement of the mathematics teaching (the Common Core is the mathematics curriculum used in the US):
DOMAINS:
Common Core-Aligned Student Practices
To what extent are the students, as opposed to the teacher, doing the mathematics of the lesson-engaging in mathematical thinking and reasoning, communicating about mathematics, and solving high-cognitive demand tasks and contextualized problems?
Working with Students and Mathematics
To what extent does the teacher use student mathematical ideas or misconceptions to move the lesson forward?
Richness of the Mathematics
To what extent are teachers and students making sense of the mathematics of the lesson? Are there elements of "why" and not just how? Do the teacher and students attend to precision in their use of mathematical language?
Errors and Imprecision
Is the mathematics of the lesson clear and correct?
These two examples raise the question: just what should we be looking for in a mathematics lesson? Almost all of the other maths-specific observation formats that are widely available contain sections for items like lessons timings, girl-boy numbers, displays, feedback from exercise books, and are noticeably longer and more complex.
Some would argue that part of the problem is the need to see and capture too much information, and that lesson observations should be sharply targeted instead of an attempt to inspect every area of a teacher's practice all in one lesson. One thing that seems clear is that many forms reflect the use of observation for monitoring and not professional development or support for maths teachers.
What would your ideal maths lesson observation form look like?