Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Edexcel GCSE Maths Higher New two-tier specification mapped to the old three-tier Heinemann series References to the relevant sections in the old books are given in the following form: H15.2 refers to the Higher tier book Chapter 15 section 2. Page numbers are not included, so this document can be used with any of the previous versions of the textbooks. Ma2 Number and algebra Content 1 Section references Using and Applying Number and Algebra Students should be taught to: Problem solving a select and use appropriate and efficient techniques and strategies to solve problems of increasing complexity, involving numerical and algebraic manipulation b identify what further information may be required in order to pursue a particular line of enquiry and give reasons for following or rejecting particular approaches c break down a complex calculation into simpler steps before attempting to solve it and justify their choice of methods d make mental estimates of the answers to calculations Questions in this section will normally be found in the Mixed exercises at the end of each chapter on Number and Algebra. present answers to sensible levels of accuracy understand how errors are compounded in certain calculations Communicating e discuss their work and explain their reasoning using an increasing range of mathematical language and notation f use a variety of strategies and diagrams for establishing algebraic or graphical representations of a problem and its solution move from one form of representation to another to get different perspectives on the problem g present and interpret solutions in the context of the original problem 1 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content h use notation and symbols correctly and consistently within a given problem i examine critically, improve, then justify their choice of mathematical presentation, present a concise, reasoned argument Section references Reasoning j explore, identify, and use pattern and symmetry in algebraic contexts, investigating whether particular cases can be generalised further, and understanding the importance of a counter-example identify exceptional cases when solving problems k understand the difference between a practical demonstration and a proof l show step-by-step deduction in solving a problem derive proofs using short chains of deductive reasoning m recognise the significance of stating constraints and assumptions when deducing results recognise the limitations of any assumptions that are made and the effect that varying the assumptions may have on the solution to a problem 2 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 2 Section references Numbers and the Number System Students should be taught to: Integers a use their previous understanding of integers and place value to deal with arbitrarily large positive numbers and round them to a given power of 10 I1.1. I6.1 H12.1 understand and use negative integers both as positions and translations on a number line I1.5 order integers I1.3 use the concepts and vocabulary of factor (divisor), multiple, common factor, highest common factor, least common multiple, prime number and prime factor decomposition I14.1, I14.8, I14.9, I14.10 H1.1, H1.2, H1.3, H1.4 Powers and roots b use the terms square, positive and negative square root, cube and cube root I14.3, I14.7 H1.5, H1.6, H1.9 use index notation and index laws for multiplication and division of integer powers I14.7, H1.7, H1.8 use standard index form, expressed in conventional notation and on a calculator display I14.12, H5.10 3 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references Fractions c understand equivalent fractions, simplifying a fraction by cancelling all common factors I11.1, I11.2, I11.3 H1.10 order fractions by rewriting them with a common denominator I11.4 Decimals d recognise that each terminating decimal is a fraction I11.4 H23.1 recognise that recurring decimals are exact fractions, and that some exact fractions are recurring decimals I11.4 H23.1, H23.2 order decimals I1.2 Percentages e e understand that ‘percentage’ means ‘number of parts per 100’ and use this to compare proportions I22.1, H5.1 interpret percentage as the operator ‘so many hundredths of’ I22.2 use percentage in real-life situations I22.7, I22.8 H5.1 to H5.7 inclusive Ratio f use ratio notation, including reduction to its simplest form and its various links to fraction notation 3 Calculations I25.1, I25.2, I25.3 H5.9, Chapter H17 Students should be taught to: Number operations and relationships between them a the multiply or divide any number by powers of 10, and any positive number by a number between 0 and 1 I1.2 H1.1 find the prime factor decomposition of positive integers I14.8, I14.9, I14.10 H1.2, H1.3, H1.4 understand ‘reciprocal’ as multiplicative inverse, knowing that any non-zero number multiplied by its reciprocal is 1 (and that zero has no reciprocal, because division by zero is not defined) H1.7 multiply and divide by a negative number I1.5 4 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references use index laws to simplify and calculate the value of numerical expressions involving multiplication and division of integer, fractional and negative powers I14.6, I14.7 H1.7, H1.8, H1.9 use inverse operations, understanding that the inverse operation of raising a positive number to power n is raising the result of 1 this operation to power n H1.8 b use brackets and the hierarchy of operations I21.4 Chapter H10 c calculate a given fraction of a given quantity, expressing the answer as a fraction I11.6 express a given number as a fraction of another I11.7 add and subtract fractions by writing them with a common denominator I11.5 H1.10 perform short division to convert a simple fraction to a decimal I11.4 distinguish between fractions with denominators that have only prime factors of 2 and 5 (which are represented by terminating decimals), and other fractions (which are represented by recurring decimals) H23.1 convert a recurring decimal to a fraction H23.2 understand and use multiplicative inverses 11.6, H1.10 d e unit fractions as multiply and divide a given fraction by an integer, by a unit fraction and by a general fraction I11.6 H1.10 convert simple fractions of a whole to percentages of the whole and vice versa I22.1 H5.1, H5.2 then understand the multiplicative nature of percentages as operators H5.1 to H5.5 inclusive calculate an original amount when given the transformed amount after a percentage change H5.6 reverse percentage problems f divide a quantity in a given ratio I25.4, I25.5 H5.9 5 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references Mental methods g recall integer squares from 2 2 to 15 15 and the corresponding square roots, the cubes of 2, 3, 4, 5 and 10, the fact that n0 = 1 and n–1 = the H1.6, H1.7, H1.8 1 for positive integers n, n corresponding 1 2 rule for 1 3 negative numbers, n n and n n for any positive number n h 3 round to a given number of significant figures Chapter I6 Chapter H12 derive unknown facts from those they know convert between ordinary and standard index form representations, converting to standard index form to make sensible estimates for calculations involving multiplication and/or division i develop a range of strategies for mental calculation Use ideas in Chapter I6 add and subtract mentally numbers with up to one decimal place multiply and divide numbers with no more than one decimal digit, using the commutative, associative, and distributive laws and factorisation where possible, or place value adjustments Written methods k division by decimal (up to 2 decimal places) by division using an integer I1.4 understand where to position the decimal point by considering what happens if they multiply equivalent fractions i use efficient methods to calculate with fractions, including cancelling common factors before carrying out the calculation, recognising that, in many cases, only a fraction can express the exact answer I11.2, I11.5, I11.6 H1.10 j solve percentage problems, including percentage increase and decrease I22.3, I22.6 H5.1 to H5.8 reverse percentages n solve word problems about ratio and proportion, including using informal strategies and the unitary method of solution I25.2 H5.9 6 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references k represent repeated proportional change using a multiplier raised to a power H5.7 l calculate an unknown quantity from quantities that vary in direct or inverse proportion Chapter H17 m calculate with standard index form H5.10 n use surds and in exact calculations, without a calculator H23.2 rationalise 1 3 3 3 a denominator such as Calculator methods o use calculators effectively and efficiently, knowing how to enter complex calculations Ideas should introduced and reinforced at appropriate moments during the course use an extended range of function keys, including trigonometrical and statistical functions relevant across this programme of study p enter a range of calculations, including those involving measures I30.1 H29 p understand the calculator display, knowing when to interpret the display, when the display has been rounded by the calculator, and not to round during the intermediate steps of a calculation Ideas for this section need to be emphasised in any calculations involving more than one step. q use calculators, or written methods, to calculate the upper and lower bounds of calculations, particularly when working with measurements H23.5, H23.6, H23.7 r use standard index form display and know how to enter numbers in standard index form H5.10 s use calculators for reverse percentage calculations by doing an appropriate division H5.7 t use calculators to explore exponential growth and decay, using a multiplier and the power key H28.1 7 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 4 Section references Solving Numerical Problems Students should be taught to: a b draw on their knowledge of operations and inverse operations (including powers and roots), and of methods of simplification (including factorisation and the use of the commutative, associative and distributive laws of addition, multiplication and factorisation) in order to select and use suitable strategies and techniques to solve problems and word problems, including those involving ratio and proportion, repeated proportional change, fractions, percentages and reverse percentages, inverse proportion, surds, measures and conversion between measures, and compound measures defined within a particular situation I1.1, I1.2, I1.4, I6.4, Chapter I11 Chapter I14 Chapter I22 Chapter I25 check and estimate answers to problems H23.4 select and justify appropriate degrees of accuracy for answers to problems H16.1, H16.2 H23.6, H23.7 Chapter H1 Chapter H5 Chapter H12 Chapter H23 recognise limitations on the accuracy of data and measurements 5 Equations, Formulae and Identities Students should be taught to: Use of symbols a distinguish the different roles played by letter symbols in algebra, using the correct notational conventions for multiplying or dividing by a given number, and knowing that letter symbols represent definite unknown numbers in equations, defined quantities or variables in formulae, general, unspecified and independent numbers in identities, and in functions they define new expressions or quantities by referring to known quantities Chapter H2 Chapter H10 b understand that the transformation of algebraic entities obeys and generalises the well-defined rules of generalised arithmetic Chapter H2 Chapter H10 expand the product of two linear expressions I21.5, H10.2 8 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content c Section references manipulate algebraic expressions by collecting like terms, multiplying a single term over a bracket, taking out common factors, factorising quadratic expressions including the difference of two squares and cancelling common factors in rational expressions I21.3, I21.4, I21.5 H10.1, H10.2, H10.3 H20.1, H20.2, H20.3 know the meaning of and use the words ‘equation’, ‘formula’, ‘identity’ and ‘expression’ H20.1 Index notation d use index notation for simple integer powers I21.3, H20.2, H20.3 use simple instances of index laws I21.3, H20.4 substitute positive and negative numbers into expressions such as 3x2 + 4 and 2x3 I21.1, I21.2 Equations e set up simple equations H10.6, H10.7 solve simple equations by using inverse operations or by transforming both sides in the same way I28.3 H2.1, H2.2, H10.5 Linear equations f solve linear equations in one unknown, with integer or fractional coefficients, in which the unknown appears on either side or on both sides of the equation I28.1, I28.2, I28.3 H2.1, H2.2 solve linear equations that require prior simplification of brackets, including those that have negative signs occurring anywhere in the equation, and those with a negative solution I28.3 H10.5 Formulae g use formulae from mathematics and other subjects I21.1, I21.2 substitute numbers into a formula I21.2, I21.2 9 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references change the subject of a formula including cases where the subject occurs twice, or where a power of the subject appears I21.7 H2.3, H14.5, H10.8 generate a formula H10.6 Direct and inverse proportion h H17.5, H17.6, H17.7 set up and use equations to solve word and other problems involving direct proportion or inverse proportion and relate algebraic solutions to graphical representation of the equations Simultaneous linear equations i I28.5, I28.6 H7.4, H7.5, H7.6 find exact solutions of two simultaneous equations in two unknowns by eliminating a variable and interpret the equations as lines and their common solution as the point of intersection Inequalities j solve linear inequalities in one variable, and represent the solution set on a number line I28.7 H2.4, H2.5 solve several linear inequalities in two variables and find the solution set H7.7 Quadratic equations k Simultaneous equations l I28.8 H21.1 to H21.5 solve simple quadratic equations by factorisation, completing the square and using the quadratic formula linear and quadratic H21.6 solve exactly, by elimination of an unknown, two simultaneous equations in two unknowns, one of which is linear in each unknown, and the other is linear in one unknown and quadratic in the other, or where the second is of the form x2 + y2 = r2 Numerical methods m use systematic trial and improvement to find approximate solutions of equations where there is no simple analytical method of solving them I18.8, I30.4 H18.6 10 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 6 Section references Sequences, Functions and Graphs Students should be taught to: Sequences a generate terms of a sequence using term-toterm and position-to-term definitions of the sequence Ideas in Chapter I2 H14.1, H14.2, use linear expressions to describe the nth term of an arithmetic sequence, justifying its form by reference to the activity or context from which it was generated I2.9 H14.2, H14.3 generate common integer sequences (including sequences of odd or even integers, squared integers, powers of 2, powers of 10, triangular numbers) I2.5 Chapter H11A Graphs of linear functions b use the conventions for coordinates in the plane plot points in all four quadrants c recognise (when values are given for m and c) that equations of the form y = mx + c correspond to straight-line graphs in the coordinate plane I7.1, I7.3 H7.1, H7.2 plot graphs of functions in which y is given explicitly in terms of x, or implicitly I7.3 H7.2 find the gradient of lines given by equations of the form y = mx + c (when values are given for m and c) I7.3, I7.4 H7.1, H7.2 understand that the form y = mx + c represents a straight line and that m is the gradient of the line and c is the value of the y- intercept H7.2 explore the gradients of parallel lines and lines perpendicular to each other H7.2, H7.3 Interpreting graphical information d construct linear functions and plot the corresponding graphs arising from real-life problems H18.7 11 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references discuss and interpret graphs modelling real situations I18.9, H18.7 Quadratic functions e generate points and plot graphs of simple quadratic functions, then more general quadratic functions I18.1 to I18.4 H18.1 find approximate solutions of a quadratic equation from the graph of the corresponding quadratic function I18.5 H18.1 find the intersection points of the graphs of a linear and quadratic function, knowing that these are the approximate solutions of the corresponding simultaneous equations representing the linear and quadratic functions H21.6 Other functions f I18.6, I18.7 H18.2, H18.3, H18.4 plot graphs of simple cubic functions, the 1 reciprocal function y = with x 0, x the exponential function y = kx for integer values of x and simple positive values of k, the circular functions y = sin x and y = cos x, using a spreadsheet or graph plotter as well as pencil and paper recognise the characteristic shapes of all these functions Transformation of functions g All Chapter H24 apply to the graph of y = f(x) the transformations y = f(x) + a, y = f(ax), y = f(x + a), y = af(x) for linear, quadratic, sine and cosine functions f(x) Loci h construct the graphs of simple loci including the circle x2 + y2 = r2 for a circle of radius r centred at the origin of coordinates H21.6 find graphically the intersection points of a given straight line with this circle and know that this corresponds to solving the two simultaneous equations representing the line and the circle H21.6 12 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Ma3 Shape, space and measures Content 1 Section references Using and Applying Shape, Space and Measures Students should be taught to: Problem solving a select the problem-solving strategies to use in geometrical work, and consider and explain the extent to which the selections they made were appropriate b select and combine known facts and problem-solving strategies to solve more complex geometrical problems c develop and follow alternative lines of enquiry, justifying their decisions to follow or reject particular approaches Questions in this section will normally be found in the Mixed exercises at the end of each chapter on Shape, Space and Measures Communicating d communicate mathematically, with emphasis on a critical examination of the presentation and organisation of results, and on effective use of symbols and geometrical diagrams e use precise formal language and exact methods for analysing geometrical configurations g review and justify their mathematics presentation choices of Reasoning h distinguish between practical demonstrations and proofs f apply mathematical reasoning, progressing from brief mathematical explanations towards full justifications in more complex contexts g explore connections in geometry pose conditional constraints of the type ‘If… then…’ ask questions ‘What if…?’ or ‘Why?’ h show step-by-step deduction in solving a geometrical problem i state constraints and give starting points when making deductions j understand the necessary and sufficient 13 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content conditions under which generalisations, inferences and solutions to geometrical problems remain valid Section references 14 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 2 Section references Geometrical Reasoning Students should be taught to: Properties of triangles rectilinear shapes a and other distinguish between lines and line segments use parallel lines, alternate angles and corresponding angles I10.3, H3.1 understand the consequent properties of parallelograms and a proof that the angle sum of a triangle is 180 degrees I4.1, I10.3 H3.2, H3.3, H3.4 understand a proof that the exterior angle of a triangle is equal to the sum of the interior angles at the other two vertices I 10.3 use angle properties of equilateral, isosceles and right-angled triangles I10.1 H3.3 explain why the angle sum of a quadrilateral is 360 degrees I10.1, H3.5 e use their knowledge of rectangles, parallelograms and triangles to deduce formulae for the area of a parallelogram, and a triangle, from the formula for the area of a rectangle I20.1 H16.3 c recall the definitions of special types of quadrilateral, including square, rectangle, parallelogram, trapezium and rhombus I4.1 H3.2 classify quadrilaterals by their geometric properties I4.1, H4.2 calculate and use the sums of the interior and exterior angles of quadrilaterals, pentagons and hexagons I10.1, I10.2 calculate and use the angles of regular polygons I10.2 e understand and use SSS, SAS, ASA and RHS conditions to prove the congruence of triangles using formal arguments, and to verify standard ruler and compass constructions H3.8 f understand, recall and use Pythagoras’ theorem in 2-D, then 3-D problems Chapter I5 Chapter H8 investigate the geometry of cuboids including cubes, and shapes made from cuboids, including the use of Pythagoras’ theorem to calculate lengths in three H22.4 b d 15 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references dimensions 16 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content g Section references understand similarity of triangles and of other plane figures, and use this to make geometric inferences I26.4 H3.9 understand, recall and use trigonometrical relationships in right-angled triangles, and use these to solve problems, including those involving bearings, then use these relationships in 3-D contexts, including finding the angles between a line and a plane (but not the angle between two planes or between two skew lines) Chapter I17 and I27 Chapter H13 and H22 calculate the area of a triangle using H22.1 1 2 ab sin C draw, sketch and describe the graphs of trigonometric functions for angles of any size, including transformations involving scalings in either or both the x and y directions H24.7 use the sine and cosine rules to solve 2-D and 3-D problems H22.2, H22.3, H22.4 Properties of circles h recall the definition of a circle and the meaning of related terms, including centre, radius, chord, diameter, circumference, tangent, arc, sector and segment Ideas in this subsection are covered in I10.4, I10.5, H3.6 and Chapter H26 understand that the tangent at any point on a circle is perpendicular to the radius at that point understand and use the fact that tangents from an external point are equal in length explain why the perpendicular from the centre to a chord bisects the chord understand that inscribed regular polygons can be constructed by equal division of a circle prove and use the facts that the angle subtended by an arc at the centre of a circle is twice the angle subtended at any point on the circumference, the angle subtended at the circumference by a semicircle is a right angle, that angles in the same segment are equal, and that opposite angles of a cyclic quadrilateral sum to 180 degrees 17 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references prove and use the alternate segment theorem 18 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references 3-D shapes i 3 use 2-D representations of 3-D shapes and analyse 3-D shapes through 2-D projections and cross-sections, including plan and elevation I4.6 H16.3 solve problems involving surface areas and volumes of prisms, pyramids, cylinders, cones and spheres I20.4 H16.3 solve problems involving more complex shapes and solids, including segments of circles and frustums of cones Chapter H19 Transformations and Coordinates Students should be taught to: Specifying transformations a understand that rotations are specified by a centre and an (anticlockwise) angle I23.3 H6.3 use any point as the centre of rotation I23.3, H6.3 measure the angle of rotation, using right angles, fractions of a turn or degrees I23.3, H6.3 understand that reflections are specified by a (mirror) line I23.2, H6.3 understand that translations are specified by a distance and direction (or a vector), and enlargements by a centre and a positive scale factor I23.1, I23.4 H6.3, H6.4 Properties of transformations b recognise and visualise rotations, reflections and translations including reflection symmetry of 2-D and 3-D shapes, and rotation symmetry of 2-D shapes I4.3, I 4.4 H6.2 transform triangles and other 2-D shapes by translation, rotation and reflection and combinations of these transformations H6.4 use congruence to show that translations, rotations and reflections preserve length and angle, so that any figure is congruent to its image under any of these transformations distinguish properties that are preserved under particular transformations 19 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content c recognise, visualise enlargements of objects Section references and construct H6.6 understand from this that any two circles and any two squares are mathematically similar, while, in general, two rectangles are not, then use positive fractional and negative scale factors d recognise that enlargements preserve angle but not length I23.4, H6.3 identify the scale factor of an enlargement as the ratio of the lengths of any two corresponding line segments I26.4 H6.3 understand the implications of enlargement for perimeter H19.3 use and interpret maps and scale drawings H6.6 understand the difference between formulae for perimeter, area and volume by considering dimensions I20.5, H16.4 understand and use the effect of enlargement on areas and volumes of shapes and solids H19.3 Coordinates e understand that one coordinate identifies a point on a number line, that two coordinates identify a point in a plane and three coordinates identify a point in space, using the terms ‘1-D’, ‘2-D’ and ‘3-D’ I26.5 H6.1 use axes and coordinates to specify points in all four quadrants I26.5, H6.1 locate points with given coordinates H6.1 find the coordinates of points identified by geometrical information find the coordinates of the midpoint of the line segment AB, given the points A and B, calculate the length AB I26.5, H8.3 Vectors f understand and use vector notation All ideas are contained within Chapter H25 calculate, and represent graphically, the sum of two vectors, the difference of two vectors and a scalar multiple of a vector calculate the resultant of two vectors understand and use the commutative and 20 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content associative properties of vector addition Section references solve simple geometrical problems in 2-D using vector methods 21 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 4 Section references Measures and Construction Students should be taught to: Measures a use angle measure I10.6, H6.2 know that measurements using real numbers depend on the choice of unit I12.5, H16.2 recognise that measurements given to the nearest whole unit may be inaccurate by up to one half in either direction I12.5, H16.2 I12.8 convert measurements from one unit to another understand and use compound measures, including speed and density I12.7, H5.8 Construction d draw approximate constructions of triangles and other 2-D shapes, using a ruler and protractor, given information about their side lengths and angles I5.8, I26.1 H3.1 b understand, from their experience of constructing them, that triangles satisfying SSS, SAS, ASA and RHS are unique, but SSA triangles are not I26.1 H3.1 construct specified cubes, regular tetrahedra, square-based pyramids and other 3-D shapes I4.5 use straight edge and compasses to do standard constructions including an equilateral triangle with a given side, the midpoint and perpendicular bisector of a line segment, the perpendicular from a point to a line, the perpendicular from a point on a line, and the bisector of an angle I26.1 H6.8 c Mensuration f calculate perimeters and areas of shapes made from triangles and rectangles I20.1 H16.3 d find the surface area of simple shapes using the formulae for the areas of triangles and rectangles I20.1 H16.3 find volumes of cuboids, recalling the formula and understanding the connection to counting cubes and how it extends this approach I20.4 H16.3 calculate volumes of right prisms and of I20.4 22 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content shapes made from cubes and cuboids Section references H16.3 23 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content Section references convert between area measures, including square centimetres and square metres, and volume measures, including cubic centimetres and cubic metres I12.4 find circumferences of circles and areas enclosed by circles, recalling relevant formulae I20.2, I20.3 H19.1 calculate the lengths of arcs and the areas of sectors of circles H19.1 Loci e find loci, both by reasoning and by using ICT to produce shapes and paths I26.3 H6.7 24 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Ma4 Handling data Content 1 Section references Using and Applying Handling Data Students should be taught to: Problem solving a carry out each of the four aspects of the handling data cycle to solve problems: (i) specify the problem and plan: formulate questions in terms of the data needed, and consider what inferences can be drawn from the data Questions in this section will normally be found in the Mixed exercises at the end of each chapter on Handling Data Chapters H11B and I9B contain ideas on how to set about a handling data piece of coursework decide what data to collect (including sample size and data format) and what statistical analysis is needed (ii) collect data from a variety of suitable sources, including experiments and surveys, and primary and secondary sources (iii) process and represent the data: turn the raw data into usable information that gives insight into the problem (iv) interpret and discuss the data: answer the initial question by drawing conclusions from the data b select the problem-solving strategies to use in statistical work, and monitor their effectiveness (these strategies should address the scale and manageability of the tasks, and should consider whether the mathematics and approach used are delivering the most appropriate solutions) Communicating c communicate mathematically, with emphasis on the use of an increasing range of diagrams and related explanatory text, on the selection of their mathematical presentation, explaining its purpose and approach, and on the use of symbols to convey statistical meaning Reasoning d apply mathematical reasoning, explaining and justifying inferences and deductions, justifying arguments and solutions e identify exceptional or unexpected cases when solving statistical problems Section H15.7 and Chapter I29 contain help on how to interpret the graphs students may wish to use in coursework. Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content f explore connections in mathematics and look for relationships between variables when analysing data g recognise the limitations of any assumptions and the effects that varying the assumptions could have on the conclusions drawn from data analysis 2 Specifying the Problem and Planning Section references Students should be taught to: a see that random processes are unpredictable b identify key questions that can be addressed by statistical methods c discuss how data relate to a problem, identify possible sources of bias and plan to minimise it d identify which primary data they need to collect and in what format, including grouped data, considering appropriate equal class intervals I8.5, I8.6, I8.7, I8.8 H4.1, H4.2, H4.3, H4.4 select and justify a sampling scheme and a method to investigate a population, including random and stratified sampling H4.6 design an experiment or survey I9B, 11B decide what primary and secondary data to use I8.10 e 3 I8.9 H4.5 Collecting Data Students should be taught to: a collect data using various methods, including observation, controlled experiment, data logging, questionnaires and surveys Chapter I8 Chapter H4 b gather data from secondary sources, including printed tables and lists from ICTbased sources Chapter I8 Chapter H4 c design and use two-way tables for discrete and grouped data I8.1 d deal with practical problems such as nonresponse or missing data H4.4, H4.5 Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content 4 Section references Processing and Representing Data Students should be taught to: a draw and produce, using paper and ICT, pie charts for categorical data, and diagrams for continuous data, including line graphs (time series), scatter graphs, frequency diagrams, stem-and-leaf diagrams, cumulative frequency tables and diagrams, box plots and histograms for grouped continuous data All of chapter I8 and I24 All of chapter H4 and H15.5 Also the ideas contained within H11B b understand and use estimates or measures of probability from theoretical models, or from relative frequency I19.2 H9.3, H9.4 c list all outcomes for single events, and for two successive events, in a systematic way I19.1 H9.1, H9.2 d identify different mutually exclusive outcomes and know that the sum of the probabilities of all these outcomes is 1 H9.1, H9.2 e find the median, quartiles and interquartile range for large data sets and calculate the mean for large data sets with grouped data Chapter I16 Chapter H15 f calculate an appropriate moving average II24.9, H15.3 g know when to add or multiply two probabilities: if A and B are mutually exclusive, then the probability of A or B occurring is P(A) + P(B), whereas if A and B are independent events, the probability of A and B occurring is P(A) P(B) H9.5, H9.6 h use tree diagrams to represent outcomes of compound events, recognising when events are independent I19.1 H9.6 i draw lines of best fit by eye, understanding what these represent I24.8 H4.9, H4.10 j use relevant statistical functions on a calculator or spreadsheet 5 Interpreting and Discussing Results Students should be taught to: a relate summarised questions b interpret a wide range of graphs and diagrams and draw conclusions Chapter I 29 H15.7 Chapter 11B Chapter I29 Chapter 11B, H15.7 identify seasonality and trends in time series I24.3 H15.2 look at data to find patterns and exceptions I29, H15.7 c data to the initial Edexcel GCSE Maths (Linear) – Higher specification mapped to the old Heinemann series Content d Section references compare distributions and make inferences, using shapes of distributions and measures of average and spread, including median and quartiles H15.7 understand frequency density Chapter 27 e consider and check results, and modify their approach if necessary f appreciate that correlation is a measure of the strength of the association between two variables I24.8 H4.9 distinguish between positive, negative and zero correlation using lines of best fit I24.8 H4.9 appreciate that zero correlation does not necessarily imply ‘no relationship’ but merely ‘no linear relationship’ I24.8 H4.9 g use the vocabulary of probability to interpret results involving uncertainty and prediction I3.1 H9 h compare experimental data and theoretical probabilities I3.3, I19.2, H9.1, H9.2 i understand that if they repeat an experiment, they may — and usually will — get different outcomes, and that increasing sample size generally leads to better estimates of probability and population parameters I19.2 H9.3, H9.4 k interpret social statistics including index numbers time series and survey data