Two GCSEs in mathematics MEI Background “Respondents to the Inquiry also report the universal perception among teachers and pupils that the amount of effort required to obtain the single GCSE in mathematics is similar to that needed to obtain the two awards in English or the double award in science.” (2004 Smith Report) The Report included the recommendation that consideration be given to re-designating GCSE Mathematics as a double award. Subsequently, a decision was made that there would be two separate GCSEs in Mathematics rather than one double award GCSE. Piloting work in England has focused on piloting two GCSEs based on the same content. However, it has so far proved difficult to make two such qualifications sufficiently distinct from each other. There has also been concern about whether one, or both, GCSEs should be the gatekeeper for progress to A Level Mathematics. The new National Curriculum stresses the importance of mathematical process skills. It is statutory for first teaching from September 2008 for KS3 and September 2010 for Key Stage 4. This new National Curriculum will require new assessment instruments. In addition to other changes to GCSE, Functional Skills qualifications are being introduced and a pass in Mathematics Functional Skills at level 2 will be required for candidates to qualify for the award of A* to C in Mathematics GCSE. The new GCSEs offer the opportunity to make a significant improvement to students’ experience of mathematics at this level. This opportunity must not be missed. This proposal for two GCSEs in Mathematics The starting point for this proposal was to consider how the introduction of the two GCSEs could result in improved learning of mathematics at this level. It seems clear that there are several major problems with the current system. • Many students dislike mathematics and consider it pointless and difficult. • Some students who succeed in terms of getting grade C, or above, in GCSE Mathematics still find it difficult to use mathematics in future study or employment. • Some students find the transition from GCSE to A Level Mathematics difficult and so do not successfully complete the A Level. • The most able students are not sufficiently challenged by current GCSE Mathematics examination papers. This has a knock-on effect on teaching in some classrooms so that students’ experience of mathematics is not particularly rich. This proposal is designed to overcome these problems. Mathematics GCSEs Aug 2008 Page 1 MEI The two GCSEs are called Contextual Mathematics and Mathematics. The vast majority of students are expected to take both, either simultaneously or sequentially. Design considerations The criteria designed by QCA were constrained by a requirement that both GCSE specifications should cover the same content. (The same was also true for those subsequently devised by ACME.) However, Ofqual has raised concerns about whether two sufficiently distinctive GCSEs in Mathematics can be developed along these lines. A possible reaction to this is to conclude that it is not practicable to have two GCSEs in mathematics and that we should therefore give up the idea altogether. However, to do so would be to miss a significant opportunity to enable more of our young people to become more successful at learning mathematics. An alternative view is to say that, since the requirement for both GCSE specifications to cover the same content has led to problems, it should be relaxed. The design of the two GCSEs presented here is based on the two specifications emphasising different process skills, with different, but overlapping, content. GCSE Contextual Mathematics Contextual Mathematics focuses on functionality, and to a greater depth than the Functional Skills qualification. It includes the syllabus for the level 1 and 2 Functional Skills qualifications (the Functional Skills Standards) but also has additional content and assessment leading to a full GCSE. Much of the additional content builds on work specified in the Functional Skills standards but there are also topics which are important for those going into work or studying a broad range of other subjects. However, Contextual Mathematics is not designed to be a complete preparation for A Level study of Mathematics. Contextual Mathematics explores ways of working with contextual problems in greater depth than GCSE Mathematics does. At present, the assessment space available for the single GCSE in Mathematics is very limited; it is not possible to examine topics to any great depth while maintaining syllabus coverage. This impacts on teaching, discouraging in-depth exploration of contextual problems in the classroom. By contrast, it will be possible for the assessment of Contextual Mathematics to include work that is altogether less trivial; thus the questions which students would be asked in Contextual Mathematics examinations, especially at Higher tier, will often be more challenging than questions addressing the same content and skills in the current GCSE examinations. Contextual Mathematics is thus designed to prepare students to be responsible citizens who understand and can use the mathematics which they are likely to encounter in their other GCSEs and in their future lives. It covers a subset of the KS4 Programme of Study appropriate to this aim. Many students, including the most able, are challenged and motivated by using mathematics in context. It is, therefore, not intended or expected that this GCSE will be seen as easier than GCSE Mathematics. GCSE Contextual Mathematics GCSEs Aug 2008 Page 2 MEI Mathematics would be a good preparation for many, but not all, level 3 courses in other subjects. As a GCSE, it would have currency in the world beyond school. More students taking GCSE Contextual Mathematics would find that their studies are purposeful and successful than is the case for the current GCSE. Consequently, they will be more likely to want to go on to use and study mathematics further. GCSE Mathematics The proposed GCSE Mathematics focuses on smoothing the transition for students to take A Level in mathematics and other related subjects. It is designed to ensure that students taking it are better prepared than those taking the current GCSE. However, it does not concentrate on preparing students to be able to use mathematics in the workplace and in other courses in the same way that Contextual Mathematics does. GCSE Mathematics covers the full KS4 programme of study in mathematics. It aims to further develop students’ understanding of mathematics at this level. All students taking Mathematics will also take either Contextual Mathematics or a separate Functional Skills assessment. This allows the assessment of Mathematics GCSE to concentrate on those topics and processes which are only assessed lightly, if at all, in Contextual Mathematics. These include greater facility in working with algebra and greater rigour, including the idea of proof. Students who are successful in GCSE Mathematics will be well prepared to embark on A Level Mathematics, or equivalent courses, with confidence. The two GCSEs The purpose and emphasis of each GCSE is different. The two GCSEs are free standing; it is possible for a student to take just one of them and then to progress to further study. Although Contextual Mathematics does not cover the whole of the KS4 Programme of Study, it does draw from the full range of content areas. Students who are successful in both GCSEs will develop skills in using mathematics in context and a greater fluency in the mathematical techniques which are required for courses of further study that demand mathematical rigour. Many students find that one of these aspects of mathematics comes more naturally to them than the other. Taking both GCSEs will enable more students to experience success in mathematics and this will give them greater confidence to work on areas which they find challenging. Enabling students to study more mathematics In a letter to Ken Boston at QCA dated 17/3/06, the Parliamentary Under Secretary of State for Schools, expressed concern that a double award (i.e. two GCSE grades for one examination) might result in a diminution of the amount of mathematics being studied: “We share your view that faced with the choice between a double award and functional skills which could be certificated in their own right, many students might not be entered for maths GCSE at all.” Mathematics GCSEs Aug 2008 Page 3 MEI Although a double award GCSE has been ruled out, the current consultation on GCSE criteria makes it clear that a possible scenario is that of one Mathematics GCSE with a separate Functional Skills qualification, which is a pre-requisite for GCSE grades A* to C. Under this arrangement, Lord Adonis’s concerns would again be relevant. It would be possible that some students might spend the whole of Key Stage 4 working towards the Functional Skills qualification, with only those who pass it being given access to the full programme of study. By contrast, working towards Contextual Mathematics GCSE would allow these students to study more mathematics. Having access to a wider curriculum and the motivation of working towards a full GCSE would increase the likelihood of these students being successful in achieving the Functional Skills qualification as well as ensuring that they have access to opportunities to progress further if they wish to do so. Status The two GCSEs will be different, with each one a worthwhile qualification in its own right. Neither of them should be regarded as the lesser qualification. The achievement of students in both GCSEs should be recognised in schools’ performance measures. Possible regulatory concerns Are the two GCSEs of similar size and demand? To consider the size and demand of these two GCSEs, something of a new mind set is required. Because mathematics assessments tend to differentiate by task rather then by outcome, a strong link exists between items of subject content and GCSE grades, with the result that demand and content have come to be equated. However, it is possible to ask both easier and harder questions on the same subject matter and questions set in context tend to fall at the harder end of the spectrum. GCSE Contextual Mathematics, therefore, needs less subject content in it than Mathematics: the difficulty which many students find in using mathematics in context ensures that it is a full GCSE in demand. An examination addressing all the content and skills in the programme of study and doing so in context would be far too demanding for a GCSE. Making Mathematics Count argued that GCSE Mathematics should be worth more than one GCSE, on the grounds that students do more work for mathematics than for other subjects with a single GCSE qualification. Indeed, this imbalance has been clear since the inception of the National Curriculum, when mathematics, like English, was expected to take up more classroom time than other subjects. Under these proposals, students will be able to take both GCSEs and so gain two separate qualifications. If a school only enters its students for GCSE Mathematics, rather than for both GCSEs, then its students might do Mathematics GCSEs Aug 2008 Page 4 MEI more than one GCSE’s worth of work, but this is already the case under the current system. It will clearly not be in schools’ best interest to fail to enter students for both GCSEs. Is there too much overlap between the two GCSEs? There is widespread recognition that the current GCSE in Mathematics requires more work than GCSEs in other subjects; however, it is not desirable to split the content between two separate qualifications without having any overlap between them. To do so would hinder the fostering of links in students’ minds between different areas in mathematics. The recognition that these links exist is important for students’ understanding of mathematics and their ability to use it. Assessment of the common content will have a different emphasis in the two GCSEs and will often require the use of different methods. GCSE Contextual Mathematics will concentrate on using mathematics in context. GCSE Mathematics will concentrate more fully on mathematics for its own sake and, where contexts are used, they are more likely to be drawn from mathematics itself. The types of problems set in the two examinations would be very different, and the two examinations could use rather different assessment structures. How does GCSE Contextual Mathematics relate to functional mathematics? GCSE Contextual Mathematics addresses all the skills within functional mathematics, and considerably extends the content and techniques that may be assessed in context. In GCSE Contextual Mathematics these are not restricted to material up to National Curriculum Level 4, or Level 6, but include material across levels 1 and 2 of the National Qualifications Framework. GCSE Contextual Mathematics will, therefore, be a much larger and more challenging qualification than Functional Skills Mathematics at levels 1 and 2. Consideration should be given to making a pass in GCSE Contextual Mathematics a full proxy for the Functional Skills in Mathematics qualification at the same level. However, if students are required to sit a separate functional skills assessment, the additional work they have done in preparing for GCSE Contextual Mathematics will be an excellent preparation for it. How is the programme of study covered? GCSE Mathematics will assess the whole programme of study. This is consistent with the current Mathematics GCSE and so ensures comparability of qualifications over time. It is worth noting, however, that the proposal to introduce a GCSE in Contextual Mathematics enables a proper assessment of the skills required by the programme of study in relation to all the content covered by it. In this sense, this proposal offers a more complete assessment of the programme of study than a single GCSE Mathematics can. Mathematics GCSEs Aug 2008 Page 5 MEI Questions and answers Is it possible for students to take just one of the GCSEs? The expectation is that most students would take both GCSEs, either consecutively or simultaneously. However, Contextual Mathematics only might be preferred by some students taking vocational options; it could, for example, be appropriate for students taking Level 1 diplomas in Key Stage 4. On the other hand, adults returning to education might prefer to take GCSE Mathematics only as a precursor to going on to take AS Mathematics. Other adult learners might prefer to take just Contextual Mathematics to improve their understanding of the mathematics they use at work. Students who take one GCSE and succeed in it have a range of options open to them so that they can continue to study Mathematics if they wish to do so. These can be seen on the Pathways flowchart on page 7. Schools might enter students for just one of the two GCSEs. Won’t this restrict students’ future options? It is expected that by far the majority of students will take both GCSEs. GCSE Mathematics is the gatekeeper to AS and A Level Mathematics and so any school that did not offer this would indeed be restricting its students’ options. Since this is the GCSE which covers the full programme of study, maintained schools would be required to offer a course leading to it. However, some students may choose to take only one of the two and it seems more likely that the one selected would be Contextual Mathematics. Although students will have studied less content in Contextual Mathematics than they do in the current GCSE, they are likely to have a better understanding of it. Consequently, many of the students who succeed in Contextual Mathematics can be expected to want to continue with further study involving mathematics and their schools should allow them the opportunity to do so. There are several pathways available to students from each of the GCSEs and, in any case, it is expected that most students would take them both. How will schools find the time and the teachers to teach two GCSEs? The two GCSEs will not, in total, have any more content than the current GCSE but there will be an increased emphasis on understanding. There may need to be changes to the way students are taught in order to ensure that they are able to succeed in the demands of the new examinations. This will require time and resources for staff development but it should not require any more teaching time than the current system. Mathematics GCSEs Aug 2008 Page 6 MEI Pathways in Mathematics proposed in this document NB GCSE and A Level Use of Mathematics could also be part of this system AS Mathematics (+ Further Maths) Functional Skills KS3 GCSE Contextual Mathematics (includes functional skills) GCSE Mathematics STEM area Diplomas FSMQ AS Use of Mathematics Other Diplomas AS Statistics Mathematics GCSEs Aug 2008 Page 7 A Level Mathematics (+ Further Maths) MEI A Level Statistics Competences for GCSE Contextual Mathematics and GCSE Mathematics Note Although in this draft all the Contextual Mathematics competences are included in Mathematics also, it would be possible to have a small number of competences (e.g. those relating to the use of spreadsheets) which were in Contextual Mathematics but not also in Mathematics. A student can … Process Representing GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Key Processes Recognise that a situation has aspects that can be represented using mathematics Make an initial model of a situation using suitable forms of representation Decide on the methods, operations and tools, including ICT, to use in a situation Select the mathematical information to use Recognise the limitations and scope of a model or representation Compare and evaluate representations of a situation Simplify a situation or problem in order to represent it mathematically using appropriate variables, symbols, diagrams and models Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 8 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Analysing Use appropriate mathematical procedures Examine patterns and relationships Change values and assumptions or adjust relationships to see the effects on answers in the model Find results and solutions Make connections within mathematics Use knowledge of related problems Visualise, including work with dynamic images Use accurate notation, including correct syntax when using ICT Make and justify conjectures and generalisations, considering special cases and counter-examples Reason inductively, deduce and prove Interpreting Interpret results and solutions Draw conclusions in light of the situation Consider the appropriateness and accuracy of the results and conclusions Choose appropriate language and forms of presentation to communicate results and conclusions. Make sense of someone else’s findings and judge their value in the light of the evidence they present Compare the elegance and efficiency of alternative solutions Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 9 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Number and Algebra Working with numbers Numbers Understand and use positive and negative numbers of any size in practical contexts Carry out calculations with numbers of any size in practical contexts Use integers (positive and negative), fractions and decimals whenever needed Represent even, odd, prime, square, and triangular numbers as dot patterns and understand their properties intuitively Find factors and multiples of a given number Fractions, decimals, percentages Understand and use equivalences between fractions, decimals and percentages Add and subtract fractions; add, subtract, multiply and divide decimals to a given number of decimal places Multiply and divide fractions Numbers Explore the structure of the number system e.g change a recurring decimal to a fraction Represent odd, even and square numbers algebraically Express any whole number as a product of prime factors and use them in finding HCF, LCM of two, or more, numbers Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 10 MEI Process Working with numbers Proportional reasoning GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Powers Work with integer powers Work with square and cube roots Interpret numbers in index form Use standard form for large or small numbers Perform standard form calculations on a calculator Powers Work with any powers, including negative and fractional Work with surds Use the rules for multiplication and division with numbers in index form Perform standard form calculations without a calculator Use of calculator Use a calculator when appropriate Estimate whether the answer from a calculator is sensible Use of calculator Use a calculator efficiently Proportional reasoning Understand, use and calculate ratio and proportion, including problems involving scale Use scaling up and down arguments (e.g. the unitary method) Work with percentages in context Use multipliers for percentage change Proportional reasoning Use information on ratios and proportions to form equations, and solve them to find required information Work with direct proportion using a formula Work with inverse proportion using a formula Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 11 MEI Process Estimation Using algebra GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Estimation Round figures to a given number of decimal places or significant figures Understand that measurements are always rounded and that the actual value lies within a range State the upper and lower bounds for a measurement rounded to a particular degree of accuracy Find upper and lower bounds for calculations where the upper (or lower) bound of all measurements is used Understand how accurately to give the final answer Find approximate solutions to problems Understand when it is appropriate to find an approximate solution Algebraic expressions Understand the concept of a variable Understand generalisation Use variables in a spreadsheet Multiply 2 brackets by using a grid or other appropriate method Estimation Estimate the effect of possible errors on the outcome of any calculation Algebraic expressions Use variables in algebraic expressions Manipulate algebraic expressions Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 12 MEI Process Using algebra GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Formulae and equations Understand and use simple equations and simple formulae involving one- or two-step operations Substitute values into a given formula Construct simple formulae in words and enter them into a spreadsheet Use reasoned argument to solve a linear equation Solve an equation graphically Use trial and improvement to solve an equation to a given level of accuracy Solve quadratic equations, by a method of the student’s choice e.g. factorising or graph Formulae and equations Re-arrange formulae and make them into equations Use formal algebra to solve equations Solve quadratic equations by factorising Solve quadratic equations using the formula or completing the square. Use graphs to solve equations related to the original graph eg use y = 2 x 2 − x to solve 2 x 2 + 3x = 1 Inequalities Use reasoned argument to justify the solution of an inequality Inequalities Use formal algebraic methods to solve inequalities Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 13 MEI Process Graphical visualisation GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Graphs Plot given data Construct a table of values from a formula giving one variable in terms of another in cases where the formula relates to a context Interpret the information contained in a graph, including points of intersection of different lines or curves Deduce the equation of a relationship from a straight line graph Recognise how changing the details of a situation can affect the graph. Use a spreadsheet to draw a graph Recognise graphs of direct proportion, inverse proportion and exponential growth Relate graphs of trigonometric functions to a point moving round a circle Sketch a single transformation of a given function e.g. sketch y = 2 x 2 on the same axes as the graph of y = x 2 Graphs Draw a graph of a polynomial or exponential function from its equation Sketch y = mx + c for any value of m and c. Deduce the equation of a relationship from a quadratic graph Use and construct formulae for graphs of exponential growth Recognise graphs of trigonometric functions and their properties Sketch transformations of a general function eg given a graph of y = f ( x) (function f not specified) be able to sketch the graph of y = f (2 x) on the same axes Finding the points of intersection of a circle and a straight line Recognise the graph of x 2 + y 2 = r 2 as the locus of points a distance r from the origin Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 14 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Geometry and Measures Working with units Units Use, convert and calculate using metric and, where appropriate, imperial measure Use simple compound units Decide what units are appropriate in a given situation Units Work confidently with a variety of units Working with shapes and angles Properties of 2-D shapes Use symmetry to deduce and describe the properties of a plane shape Mensuration of 2-D and 3-D shapes Find area, perimeter and volume of common shapes Use scale drawing and measurement to find the perimeter of a plane shape with straight edges Find the area of a plane shape by partitioning it into simple shapes Properties of 2-D shapes Use formal geometrical language to describe and deduce the properties of a plane shape Angles Measure angles up to 360o Use a reasoned argument to find angles Use angles in real-world contexts Angles Construct formal geometrical arguments and proofs Mensuration of 2-D and 3-D shapes Use formulae for area and volume to find other measurements e.g. find the height of a triangle given its base and area Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 15 MEI Process Working with shapes and angles GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Calculations in triangles and other shapes Use Pythagoras’ theorem in 2D Use scale drawing and similarity to find unknown sides or angles in triangles Use Pythagoras’ theorem in 3D Use trigonometric relationships in right angled triangles Find the height of a triangle then its area Calculations in triangles and other shapes Do multi-stage calculations using Pythagoras’ theorem Find distance between 2 points given in 2D coordinates Know the relationship between gradient of a straight line and the tangent of the angle it makes with the x-axis Use trigonometric graphs to help solve simple equations such as cos x = 0.3 Do accurate calculations involving surds and Pythagoras in 3D Find the distance between 2 points in a 3D coordinate system 1 2 Use the formula Area = ab sin C for area of a triangle. Use sine and cosine rules Properties of 3-D shapes Recognise and use 2D representations of 3D objects Draw plan and elevations of a given shape Interpret plans and elevations Write down the 3D coordinates of a given point, given a diagram with the 3 axes on Properties of 3-D shapes Solve 3D problems which require the use of sections through the shape Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 16 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Working with shapes and angles Circles Draw circles and related shapes Find the circumference and area of a circle or sector Circles State, prove and use circle theorems Transforming figures Transformations Use symmetry (translation, reflection and rotation) and enlargement to describe a shape or diagram and to deduce relationships within it Understand the effect of enlargement on area and volume Transformations Describe transformations correctly and unambiguously e.g. Rotation 90º clockwise, centre (1,2) Use transformations to solve geometrical problems Solve problems involving finding the length scale factor given the volume or area scale factor between 2 similar shapes Vectors Perform translations using column vectors in 2D Use column vectors to describe journeys Vectors Find a vector that represents the sum or difference of two vectors using a diagram Find the total vector and know that it is the overall displacement Find the length of a vector using Pythagoras’ theorem Use vectors in geometry proofs in 2D Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 17 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Statistics Working with uncertainty Probability Use a numerical scale from 0 to 1 to express and compare probabilities Describe situations using the language of chance Discuss and start to quantify risk Find probability theoretically by listing all possible events, including the use of sample spaces Estimate probability by finding relative frequency and realise that a larger sample gives a better estimate of probability Use tree diagrams for events which are not conditional Probability Perform probability calculations involving one or more chance events Relate probability to a wide range of situations Understand the idea of mutually exclusive and independent events Use Venn diagrams to represent number of possibilities and hence find probabilities Use tree diagrams for conditional events Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 18 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Problem solving using statistics The statistical problem solving cycle Use statistical methods to investigate situations Collect and represent discrete and continuous data, using ICT where appropriate Use and interpret statistical measures, tables and diagrams, for discrete and continuous data, using ICT where appropriate Recognise and deal with practical difficulties e.g. missing or incorrect data Use data appropriately Draw conclusions from using the data The statistical problem solving cycle Appreciate the need to collect data to understand situations and solve a range of problems Determine what data need to be collected Collect data Use data appropriately Draw conclusions based on the use of data Recognise the best methods for solving a problem and explain why other methods are not relevant in this case Problem solving using statistics Data presentation Present single variable data relating to simple situations using appropriate display techniques Comment on and interpret the information provided by a data display Interpret data using box plots and cumulative frequency diagrams Data presentation Present single variable data relating to a range of situations using a variety of appropriate display techniques Relate the display technique used to the information sought from the data Draw and interpret histograms Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 19 MEI Process GCSE Contextual Mathematics Competences GCSE Mathematics Competences (Functional Skills standards are shown in italics) (The Contextual Mathematics competences are also included but they are not repeated here) Data measures Calculate simple measures of location and variability for a data set Interpret those measures in relation to a situation or problem Use median and interquartile range to compare large data sets Problem solving using statistics Bivariate data Draw and interpret a scatter diagram Draw a line of best fit by eye Use a scatter diagram and line of best fit to solve a problem Interpret correlation (or lack of it) in a given context Data measures Calculate a variety of appropriate measures of location and variability for a data set Interpret those measures in relation to a situation or problem Understand the effects of changing the data on the measures Decide which average is the most appropriate for the circumstances Understand that the interquartile range is not affected by outliers Recognise that two data sets can have similar medians and interquartile ranges but still have different characteristics Bivariate data Recognise when a line of best fit may not be appropriate e.g. know that extrapolation may not be valid Identify situations where correlation is spurious Note Foundation and Higher Tier topics are not separated out in this draft. However, Foundation Tier Contextual Mathematics would include all the Functional Skills standards. Mathematics GCSEs Aug 2008 Page 20 MEI