MATHEMATICAL AND SCIENTIFIC THINKING FRAMEWORK (MSTF)
The School of Mathematics and Science aims to develop mathematical and scientific thinking in our students. To achieve this, we adopt a mathematical and scientific thinking framework (MSTF) for the design and development of our modules. The mathematical and scientific thinking framework is adapted from Professor Alan H. Schoenfeld’s work on problem-solving, metacognition and sense-making, and is outlined as follows:
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)
Using a backward design, we work backwards from the desired educational outcomes in the framework then design our course notes, tutorials, learning activities and videos accordingly. To guide the design of our instructional materials, we have a checklist of good design practices for each curriculum component. The checklist is also used for the evaluation of our modules for curriculum improvement.