Pathwise

Statistics and Data Literacy · Lesson 8 of 12 · 12 min

Percent or percentage points? Relative and absolute risk

Going from 2% to 3% is one percentage point but a 50% rise; learn to hear which one a headline is using and to ask for the real numbers.

Percentage point

NOUN · STATISTICS

The plain difference between two percentages, written "pt" or "points". A percent change, by contrast, is that difference as a share of where you started. Same two numbers, two different ways to describe the gap.

From 2% to 3%: 3 − 2 = 1 percentage point. As a share of the start, 1 is half of 2, so it's also a 50% increase.

Check yourself

A rate rises from 2% to 3%. Which description is correct?

  1. Up 1 percentage point, which is a 50% increase
  2. Up 1%, which is a 1 percentage point increase
  3. Up 50 percentage points
  4. Up 1.5 percentage points, since 3 is 1.5 times 2
Show the answer

Up 1 percentage point, which is a 50% increase

Right. The gap is 3 − 2 = 1 percentage point, and that 1 is half of the starting 2, so it's a 50% increase. Two true descriptions of one change.

Step through it

  1. Before: 2 in every 100

    A grid of 100 dots, one for each person, labelled 2%. Two of the dots are orange: before the change, 2 people in every 100 are affected. The rest, in grey, are not.

  2. After: 3 in every 100

    A second grid of 100 appears on the right, labelled 3%, with three orange dots. After the change, 3 people in every 100 are affected: one more person per hundred than before.

  3. The gap: 1 percentage point

    The one extra orange dot on the right grid glows inside a ring, and the label +1 pt appears between the grids. The difference is 1 percentage point: 3 minus 2.

  4. The same gap, told as +50%

    A bracket spans both grids with +50% in orange and 1 / 2 underneath: the one extra person, measured against the 2 you started with. The same change, told as a share of where it started, becomes "a 50% rise". Both are true. Only one sounds scary.

Check yourself

Saying "3% is 1% higher than 2%" is the correct way to describe the change.

Show the answer

False

False. 3% is 1 percentage point higher than 2%, and 50% higher in relative terms. "1% higher" would mean 2% × 1.01, which is 2.02%. The slip is common, even in news reports, and it's worth catching.

Relative risk and absolute risk

Relative: "doubles your risk"

Compares the new risk with the old one as a ratio or a percent change.

Sounds big whenever the starting number is small. It tells you nothing about how many people are affected.

Absolute: "1 more in 1,000"

Says how many people out of a group are affected, before and after.

The same doubling might be 1 in 1,000 → 2 in 1,000: one extra case per thousand, or +0.1 percentage points.

Check yourself

A headline says: "Snack X doubles your risk of disease Y." What's the first question to ask?

  1. Which company makes snack X?
  2. What was the risk to begin with, in real numbers?
  3. Is doubling bigger than a 50% rise?
  4. How many snacks does the average person eat?
Show the answer

What was the risk to begin with, in real numbers?

Right. "Doubles" is a relative change. Doubling 1 in 10 is a serious worry; doubling 1 in 100,000 barely matters. You need the starting risk to know which it is.

BENEFITS GET THE SAME TREATMENT

"Cuts deaths by 50%" can mean 1 in 100

Good news is inflated the same way. If a drug lowers the risk of dying from 2 in 100 to 1 in 100, it "halves the risk" (relative), and it also saves one person per hundred treated (absolute, 1 percentage point). Flip that around and 100 people take the drug for one of them to benefit. Doctors call this the number needed to treat. Neither version is a lie; you just need both to judge a treatment's side effects and cost against its benefit.

"Cuts deaths by 50%" and "1 fewer death for every 100 people treated" describe the same result. The second one lets you weigh it.

Check yourself

A drug cuts the risk of a heart attack from 2 in 100 to 1 in 100. Sort each statement.

  • It cuts the risk by 50%
  • It cuts the risk by 1 percentage point
  • About 100 people take it for one to benefit
  • Most people who take it avoid a heart attack because of it
  • It cuts the risk by 50 percentage points
  • It lowers the risk to 1%, so 99 in 100 people benefit
Show the answer

Correct: It cuts the risk by 50%, It cuts the risk by 1 percentage point, About 100 people take it for one to benefit

Wrong: Most people who take it avoid a heart attack because of it, It cuts the risk by 50 percentage points, It lowers the risk to 1%, so 99 in 100 people benefit

Percentages that trick the ear

  1. Interest rates

    From 4% to 5% is "up 1 point" or "up 25%" (1 out of 4). Unemployment falling from 5% to 4% is "down 1 point" or "down 20%" (1 out of 5).

  2. Up then down doesn't cancel

    A price of 100 rises 50% to 150, then falls 50% to 75. The second 50% is taken from a bigger number, so you end below where you started.

  3. A percentage of a small share

    "30% more people chose X" sounds large, but if X had 5% of the market, it's now 6.5%: still small.

  4. Groups of different sizes

    "20% of village A and 10% of city B" can mean 20 people against 10,000. Check what each percentage is out of before comparing.

Check yourself

A jacket costs 100. Its price rises 50%, then the new price falls 50%. What does it cost now?

  1. 100, because the changes cancel out
  2. 75
  3. 50
  4. 125
Show the answer

75

Right. 100 plus 50% is 150. Half of 150 is 75. The fall is taken from a bigger number than the rise, so the two don't cancel.

The habit to build

  • When you see a relative change ("doubles", "cuts by 30%"), find the starting number.
  • When you see only a percentage, ask what it is a percentage of.
  • Say "points" for the gap between two percentages, and "percent" for a change relative to the start.
  • For any risk or benefit, ask for the absolute version: how many out of 100, or 1,000?

Lesson recap

  • A percentage point is the plain gap between two percentages; a percent change is that gap as a share of the start.
  • From 2% to 3% is +1 percentage point and a 50% rise: both true, and one sounds far scarier.
  • Relative risk ("doubles") hides how many people are affected; absolute risk (1 → 2 in 1,000) shows it.
  • Benefits are inflated the same way: 2 in 100 → 1 in 100 is "50% fewer deaths" and one person helped per 100 treated.
  • Percent changes don't cancel: 100 up 50% and down 50% ends at 75.

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All lessons in this course

  1. Mean, median and mode: three kinds of average
  2. Spread: what the average leaves out
  3. The bell curve
  4. Sampling: tasting the soup
  5. Margin of error: the plus-or-minus
  6. Correlation is not causation
  7. Base rates: the number people forget
  8. Percent or percentage points? Relative and absolute risk
  9. Charts that mislead
  10. P-values in plain words
  11. Reading a study
  12. Putting it together: reading a headline