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Foundation 2 Year Scheme: Year 11 Autumn 1 Statistical Measures (1 of 2) 6 hours Key concepts The Big Picture: Statistics progression map interpret, analyse and compare the distributions of data sets from univariate empirical distributions through appropriate measures of central tendency (median, mean, mode and modal class) and spread (range, including consideration of outliers) apply statistics to describe a population Possible learning intentions Possible success criteria Investigate averages Explore ways of summarising data Analyse and compare sets of data Find the modal class of set of grouped data Find the class containing the median of a set of data Find the midpoint of a class Calculate an estimate of the mean from a grouped frequency table Estimate the range from a grouped frequency table Analyse and compare sets of data Appreciate the limitations of different statistics (mean, median, mode, range) Choose appropriate statistics to describe a set of data Justify choice of statistics to describe a set of data Prerequisites Mathematical language Pedagogical notes Average Spread Consistency Mean Median Mode Range Statistic Statistics Approximate, Round Calculate an estimate Grouped frequency Midpoint The word ‘average’ is often used synonymously with the mean, but it is only one type of average. In fact, there are several different types of mean (the one in this unit properly being named as the ‘arithmetic mean’). NCETM: Glossary Understand the mean, mode and median as measures of typicality (or location) Find the mean, median, mode and range of a set of data Find the mean, median, mode and range from a frequency table Common approaches Every classroom has a set of statistics posters on the wall All students are taught to use mathematical presentation correctly when calculating and rounding solutions, e.g. (21 + 56 + 35 + 12) ÷ 30 = 124 ÷ 30 = 41.3 to 1 d.p. Notation Correct use of inequality symbols when labeling groups in a frequency table Reasoning opportunities and probing questions Suggested activities Possible misconceptions KM: Swillions KM: Lottery project NRICH: Half a Minute Show me an example of an outlier. And another. And another. Convince me why the mean from a grouped set of data is only an estimate. What’s the same and what’s different: mean, modal class, median, range? Always/Sometimes/Never: A set of grouped data will have one modal class Convince me how to estimate the range for grouped data. Learning review www.diagnosticquestions.com Some pupils may incorrectly estimate the mean by dividing the total by the numbers of groups rather than the total frequency. Some pupils may incorrectly think that there can only be one model class. Some pupils may incorrectly estimate the range of grouped data by subtracting the upper bound of the first group from the lower bound of the last group. Collecting and representing data 6 hours Key concepts The Big Picture: Statistics progression map infer properties of populations or distributions from a sample, whilst knowing the limitations of sampling interpret and construct tables, charts and diagrams, including frequency tables, bar charts, pie charts and pictograms for categorical data, vertical line charts for ungrouped discrete numerical data and know their appropriate use Possible learning intentions Possible success criteria Explore types of data Construct and interpret graphs Select appropriate graphs and charts Understand the limitations of sampling Use a sample to infer properties of a population Know the meaning of categorical data Know the meaning of discrete data Interpret and construct frequency tables Construct and interpret pictograms (bar charts, tables) and know their appropriate use Construct and interpret comparative bar charts Interpret pie charts and know their appropriate use Construct pie charts when the total frequency is not a factor of 360 Choose appropriate graphs or charts to represent data Construct and interpret vertical line charts Prerequisites Mathematical language Pedagogical notes Data, Categorical data, Discrete data Sample, Population Pictogram, Symbol, Key Frequency Table, Frequency table Tally Bar chart Time graph, Time series Bar-line graph, Vertical line chart Scale, Graph Axis, axes Line graph Pie chart Sector Angle Maximum, minimum In stage 6 pupils constructed pie charts when the total of frequencies is a factor of 360. More complex cases can now be introduced. Much of the content of this unit has been covered previously in different stages. This is an opportunity to bring together the full range of skills encountered up to this point, and to develop a more refined understanding of usage and vocabulary. Construct and interpret a pictogram Construct and interpret a bar chart Construct and interpret a line graph Understand that pie charts are used to show proportions Use a template to construct a pie chart by scaling frequencies Bring on the Maths+: Moving on up! Statistics: #1, #2, #3 William Playfair, a Scottish engineer and economist, introduced the bar chart and line graph in 1786. He also introduced the pie chart in 1801. NCETM: Glossary Common approaches Pie charts are constructed by calculating the angle for each section by dividing 360 by the total frequency and not using percentages. The angle for the first section is measured from a vertical radius. Subsequent sections are measured using the boundary line of the previous section. Notation When tallying, groups of five are created by striking through each group of four Reasoning opportunities and probing questions Suggested activities Possible misconceptions KM: Constructing pie charts KM: Maths to Infinity: Averages, Charts and Tables NRICH: Picturing the World NRICH: Charting Success Show me a pie chart representing the following information: Blue (30%), Red (50%), Yellow (the rest). And another. And another. Always / Sometimes / Never: Bar charts are vertical Always / Sometimes / Never: Bar charts, pie charts, pictograms and vertical line charts can be used to represent any data Kenny says ‘If two pie charts have the same section then the amount of data the section represents is the same in each pie chart.’ Do you agree with Kenny? Explain your answer. Learning review www.diagnosticquestions.com Some pupils may think that the lines on a line graph are always meaningful Some pupils may think that each square on the grid used represents one unit Some pupils may confuse the fact that the sections of the pie chart total 100% and 360° Some pupils may not leave gaps between the bars of a bar chart Scatter graphs 3 hours Key concepts The Big Picture: Statistics progression map interpret and construct tables, charts and diagrams draw estimated lines of best fit; make predictions know correlation does not indicate causation; interpolate and extrapolate apparent trends whilst knowing the dangers of so doing Possible learning intentions Possible success criteria Interpret a range of charts and graphs Interpret scatter diagrams Explore correlation (positive, negative, strong, weak, no correlation) Interpret a wider range of non-standard graphs and charts Understand that correlation does not indicate causation Interpret a scatter diagram using understanding of correlation Construct a line of best fit on a scatter diagram Use a line of best fit to estimate values Know when it is appropriate to use a line of best fit to estimate values Prerequisites Mathematical language Pedagogical notes Categorical data, Discrete data Continuous data, Grouped data Axis, axes Scatter graph (scatter diagram, scattergram, scatter plot) Bivariate data (Linear) Correlation Positive correlation, Negative correlation Line of best fit Interpolate Extrapolate Trend Lines of best fit on scatter diagrams are first introduced in Stage 9, although pupils may well have encountered both lines and curves of best fit in science by this time. William Playfair, a Scottish engineer and economist, introduced the line graph for time series data in 1786. NCETM: Glossary Know the meaning of discrete and continuous data Interpret and construct frequency tables Construct and interpret pictograms, bar charts, pie charts, tables, vertical line charts, histograms (equal class widths) and scatter diagrams Common approaches As a way of recording their thinking, all students construct the appropriate horizontal and vertical line when using a line of best fit to make estimates. In simple cases, students plot the ‘mean of x’ against the ‘mean of y’ to help locate a line of best fit. Notation Correct use of inequality symbols when labeling groups in a frequency table Reasoning opportunities and probing questions Suggested activities Possible misconceptions KM: Stick on the Maths HD2: Frequency polygons and scatter diagrams What’s the same and what’s different: correlation, causation? What’s the same and what’s different: scatter diagram, time series, line graph, compound bar chart? Convince me how to construct a line of best fit. Always/Sometimes/Never: A line of best fit passes through the origin Learning review www.diagnosticquestions.com Some pupils may think that correlation implies causation Some pupils may think that a line of best fit always has to pass through the origin Some pupils may misuse the inequality symbols when working with a grouped frequency table Pythagoras’ theorem 5 hours Key concepts The Big Picture: Measurement and mensuration progression map know the formulae for: Pythagoras’ theorem, a² + b² = c², and apply it to find lengths in right-angled triangles in two dimensional figures Possible learning intentions Possible success criteria Investigate right-angled triangles Solve problems involving Pythagoras’ theorem Know Pythagoras’ theorem Identify the hypotenuse in a right-angled triangle Know when to apply Pythagoras’ theorem Calculate the hypotenuse of a right-angled triangle using Pythagoras’ theorem Calculate one of the shorter sides in a right-angled triangle using Pythagoras’ theorem Prerequisites Mathematical language Pedagogical notes Hypotenuse Pythagoras’ theorem Pupils must experience right-angled triangles in different orientations to appreciate the hypotenuse is always opposite the right angle. NCETM: Glossary Common approaches Pythagoras’ theorem is stated as ‘the square of the hypotenuse is equal to the sum of the squares of the other two sides’ not just a² + b² = c². Reasoning opportunities and probing questions Suggested activities Possible misconceptions KM: One old Greek (geometrical derivation of Pythagoras’ theorem. This is explored further in the next unit) KM: Stick on the Maths: Pythagoras’ Theorem KM: Stick on the Maths: Right Prisms Find the squares and square roots of numbers Simple rearranging to find the subject of the formula Always/ Sometimes/ Never: If a² + b² = c², a triangle with sides a, b and c is right angled. Kenny thinks it is possible to use Pythagoras’ theorem to find the height of isosceles triangles that are not right- angled. Do you agree with Kenny? Explain your answer. Convince me the hypotenuse can be represented as a horizontal line. Learning review KM:, 9M11 BAM Task Some pupils may use Pythagoras’ theorem as though the missing side is always the hypotenuse Trigonometry (Additional foundation content) 10 hours Key concepts The Big Picture: Properties of Shape progression map make links to similarity (including trigonometric ratios) and scale factors know the exact values of sinθ and cosθ for θ = 0°, 30°, 45°, 60° and 90°; know the exact value of tanθ for θ = 0°, 30°, 45° and 60° know the trigonometric ratios, sinθ = opposite/hypotenuse, cosθ = adjacent/hypotenuse, tanθ = opposite/adjacent apply it to find angles and lengths in right-angled triangles in two dimensional figures Possible learning intentions Possible success criteria Investigate similar triangles Explore trigonometry in right-angled triangles Set up and solve trigonometric equations Use trigonometry to solve practical problems Bring on the Maths: GCSE Higher Shape Investigating angles: #5, #6, #7, #8, #9 Appreciate that the ratio of corresponding sides in similar triangles is constant Label the sides of a right-angled triangle using a given angle Choose an appropriate trigonometric ratio that can be used in a given situation Understand that sine, cosine and tangent are functions of an angle Establish the exact values of sinθ and cosθ for θ = 0°, 30°, 45°, 60° and 90° Establish the exact value of tanθ for θ = 0°, 30°, 45° and 60° Know how to select the correct mode on a scientific calculator Use a calculator to find the sine, cosine and tangent of an angle Know the trigonometric ratios, sinθ = opp/hyp, cosθ = adj/hyp, tanθ = opp/adj Set up and solve a trigonometric equation to find a missing side in a right-angled triangle Set up and solve a trigonometric equation when the unknown is in the denominator of a fraction Set up and solve a trigonometric equation to find a missing angle in a right-angled triangle Use trigonometry to solve problems involving bearings Use trigonometry to solve problems involving an angle of depression or an angle of elevation Prerequisites Mathematical language Pedagogical notes Similar Opposite Adjacent Hypotenuse Trigonometry Function Ratio Sine Cosine Tangent Angle of elevation, angle of depression Ensure that all students are aware of the importance of their scientific calculator being in degrees mode. Ensure that students do not round until the end of a multi-step calculation This unit of trigonometry should focus only on right-angled triangles in two dimensions. The sine rule, cosine rule, and applications in three dimensions are covered in Stage 11. NRICH: History of Trigonometry NCETM: Glossary Understand and work with similar shapes Solve linear equations, including those with the unknown in the denominator of a fraction Understand and use Pythagoras’ theorem Notation sinθ stands for the ‘sine of θ’ sin-1 is the inverse sine function, and not 1÷ sin Common approaches All students explore sets of similar triangles with angles of (at least) 30°, 45° and 60° as an introduction to the three trigonometric ratios The mnemonic ‘Some Of Harry’s Cats Are Heavier Than Other Animals’ is used to help students remember the trigonometric ratios Reasoning opportunities and probing questions Suggested activities Possible misconceptions KM: From set squares to trigonometry KM: Trigonometry flowchart NRICH: Trigonometric protractor NRICH: Sine and cosine Learning review GLOWMaths/JustMaths: Sample Questions Both Tiers GLOWMaths/JustMaths: Sample Questions Higher Tiers KM: 10M10 BAM Task Show me an angle and its exact sine (cosine / tangent). And another … Convince me that you have chosen the correct trigonometric function (When exploring sets of similar triangles and working out ratios in corresponding cases) why do you think that the results are all similar, but not the same? Could we do anything differently to get results that are closer? How could we make a final conclusion for each ratio? Some students may not appreciate the fact that adjacent and opposite labels are not fixed, and are only relevant to a particular acute angle. In situations where both angles are given this can cause difficulties. Some students may not balance an equation such as sin35 = 4/x correctly, believing that the next step is (sin35)/4 = x Some students may think that sin-1θ = 1 ÷ sinθ Some students may think that sinθ means sin × θ