Two-step Data Problems
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Learning Objectives
- 1Break a data question into a clear first step and a clear second step
- 2Compute a summary statistic in step one before answering the real question in step two
- 3Solve two-step problems involving mean, median, mode, range, and totals
- 4Explain how the result of step one feeds into step two
Mini Lesson
A two-step data problem is exactly what it sounds like: you cannot answer the question with one calculation. You need to do something to the data first (Step 1), and only then can you answer what was actually asked (Step 2). Most real questions about data work this way. "How far is 11 from the average?" — first you have to FIND the average, then you can subtract.
The 2-step pattern
- Step 1 — Organize or summarize the data. Sort it, total it, or compute a measure (mean, median, mode, range).
- Step 2 — Use the result of Step 1 to answer the real question (a difference, a comparison, a count, a missing value).
Worked example — distance from the mean
- Club quiz scores: 5, 7, 8, 9, 11. Question: how far above the mean is the 11?
- Step 1 — Find the mean. Sum = 5 + 7 + 8 + 9 + 11 = 40. Count = 5. Mean = 40 / 5 = 8.
- Step 2 — Subtract the mean from 11. Distance = 11 - 8 = 3.
- Answer: 11 is 3 above the mean.
Worked example — finding a missing value
- Four scores so far: 6, 8, 9, ?. The mean of all four is 8. Find the missing score.
- Step 1 — Use the mean to get the total. Sum = mean x count = 8 x 4 = 32.
- Step 2 — Subtract what you have. Missing = 32 - (6 + 8 + 9) = 32 - 23 = 9.
- Answer: the missing score is 9.
Common Step 1 actions
- Find the median -> Step 1: sort the data.
- Find the mean -> Step 1: add all values to get the sum.
- Find the range -> Step 1: identify the min and the max.
- Find the mode -> Step 1: count how many times each value appears.
- Find a missing value (given the mean) -> Step 1: multiply mean x count to get the required sum.
Tip: write "Step 1:" and "Step 2:" on your page before you start. Naming the steps stops you from mixing them up — and makes it obvious if you skipped Step 1 entirely.
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