Year 10 Extended · Unit 6 · Lesson 5 · teacher page

Teaching: shifting and scaling data

Students can calculate the measures. The new idea is to predict how each responds when every value is transformed, and to justify the pattern from the formula, which is the summative investigation's core.

Statistics and ProbabilityGDC optional

At a glance. One lesson of about 60 minutes. Students find the effect of adding a constant and of multiplying by a constant on each measure, apply it to unit conversions, work backwards, and prove the rule for σ.

Calculator: GDC optional. List arithmetic makes the pattern appear quickly, and the proof is by hand. The optional section shows both lists side by side and warns that a display is evidence, not a proof.

What students will learn

Know

  • The mean and median transform with the data: kμ + c.
  • The range, IQR and σ are multiplied by |k|.
  • Adding a constant leaves every spread unchanged.

Understand

  • Centre is a position and spread is a distance.
  • The proof: each deviation is multiplied by k, so σ is multiplied by |k|.
  • A negative multiplier reflects the data but cannot make a spread negative.

Do

  • Predict and test the effect of kx + c.
  • Convert a mean and σ to new units.
  • Work back from a transformed σ and prove the result.

MYP assessment criteria

Wording paraphrased. What this lesson gives you evidence for, and what to look for:

The one thing to do with the figure

Have students write a prediction table before touching a slider. Rows: add 5, multiply by 2, multiply by −2. Columns: mean, median, range, IQR, σ. Test one row at a time, and have students correct the entries they got wrong.

Then ask what stays the same when k = −1 and c = 0: the spreads. The data are the same shape, reflected.

A possible order

5 minWarm-up from the student page, in silence, then answers.
5 minHook: the quiz marks. Collect predictions in a table.
12 minThe figure with predictions; the key idea; settle the hook.
10 minWarning card and worked examples (including the proof); pairs finish the faded example.
5 minQuestion 1, the check. If many choose C or D, return to which part of kx + c reaches the spread.
18 minYour turn, Levels 1 to 3, at each student's own pace.
5 minSomething to think about, then the exit ticket, question 8.

The answers

Warm-up6.25; 8; 3x² − 12x + 12.
HookAdding: mean and median change, spreads do not. Doubling: mean and median double, and every spread doubles.
Worked examplesMean 14 and σ 7.35; 287.2 K and 3.1 K; σ′ = |k|σ.
Faded example164 cm and 8 cm.
1. New standard deviation after kx + cB. A ignores the multiplier; C adds the 3; D uses the 3 as the multiplier.
2. Median after adding a constant19. 11 + 8.
3. Standard deviation after scaling45. 10 × 4.5.
4. Standard deviation after a unit conversion5.4. 1.8 × 3.
5. Mean after a negative multiplier−6. −2 × 8 + 10.
6. Original standard deviation from the new one4. 12 ÷ 3.
7. Standard deviation after a negative multiplier6.7. √45.
8. Centre and spread after a negative multiplierC. A makes a spread negative; B drops the sign of k; D adds the constant to a spread.

What each wrong answer tells you

They giveWhat it usually meansWhat to do
A, C or D in question 1Ignored the multiplier, added the constant to σ, or used the added number as the multiplier.Separate the roles: k multiplies, c adds.
88 or 8 in question 2Multiplied the median by the shift, or gave the shift.A shift adds the same to every value, so to the median.
4.5 or 14.5 in question 3Thought scaling leaves the spread, or added the multiplier.Draw two dots 1 apart; after ×10 they are 10 apart.
37.4, 3 or 71.6 in question 4Added the 32, ignored the multiplier, or gave the mean.Which part of kx + c reaches the spread?
26 or −16 in question 5Dropped the sign of k, or forgot c.Apply the whole rule to the mean in two lines.
36 or 8 in question 6Multiplied instead of dividing, or undid the shift.State the forward rule for σ before reversing.
45 or −6.7 in question 7Gave the variance, or kept a negative sign.A square is positive: k² then root gives |k|.
A, B or D in question 8Made a spread negative, dropped the sign of k, or applied the added number to the IQR.Two lines: the mean follows the whole rule; a spread uses |k| only.

Questions worth asking

Differentiation

A way in for anyone stuck

Stretch

Students learning in English as an additional language

“Shift” means to add the same number to every value, and “scale” means to multiply every value by the same number. “Transform” means to change in a systematic way. Say “k x plus c” for kx + c, and “the size of k” for |k|.

WordPlain meaningExample
shiftadd the same number to every valueadding 4 to every length
scalemultiply every value by the same numberconverting metres to centimetres
transformationa change applied to every value in the same wayx → 2x − 7
centrea measure of where the data sit, such as the meanthe median of 3.5
spreada measure of how scattered the data arethe IQR of 0.8
invariantunchanged by a transformationthe range under a shift

Sentence starters for explaining aloud or in writing:

Two things not to say

“When you add to the data, everything goes up.” The spread does not.

“A negative multiplier gives a negative standard deviation.” A standard deviation is never negative.

Questions to set

Extra practice in three tiers, including one question from earlier work for spacing. Every answer has been checked.

1Fluency

The idea on its own, with friendly numbers. Set these first.

  1. ApplyMean 30 and σ 4. Every value is increased by 6. Give the new mean and σ.
    36 and 4.
  2. ApplyMean 10 and σ 2. Every value is multiplied by 5. Give the new mean and σ.
    50 and 10.

2In context

The same idea inside a situation, where the first job is deciding what to calculate.

  1. ContextTimes for a race in Lima are in minutes with mean 52 and σ 3. Convert to seconds. Give the mean and σ.
    3120 seconds and 180 seconds.
  2. Earlier work (Lesson 4)Find the variance of a table with n = 10, Σfx = 30 and Σfx² = 110.
    2. The mean is 3, 110 ÷ 10 = 11, and 11 − 9 = 2.

3Challenge

Reasoning, generalizing and working backwards.

  1. ReasoningMarks have mean 55 and σ 10. The teacher scales them with y = kx + c to give mean 60 and σ 15. Find k and c.
    k = 1.5 and c = −22.5: σ′ = 1.5 × 10 = 15 and 1.5 × 55 − 22.5 = 60. (k = −1.5 and c = 142.5 also work, but reverse the order of the marks, so no teacher would use it.)
  2. ProofShow that the IQR of kx + c is |k| times the IQR of x, for k negative.
    A negative k reverses the order, so the new Q₁ is kQ₃ + c and the new Q₃ is kQ₁ + c. Their difference is k(Q₁ − Q₃) = |k| × IQR.

Practicalities

Works on a phone or a shared screen. Nothing a student types is saved or sent anywhere.

The figure works with the keyboard (tab to a slider, then the arrow keys) and by touch. “Show me the steps” gives the same states in words.

The With a GDC section is closed by default and optional. Students without a GDC lose nothing; every answer is reached by hand.