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Chemistry · Consumer and industrial chemistry

Separating product claims from evidence

A product says it cleans faster, and the data table seems to agree, but does it prove that?

A claim says what should be true. Evidence shows what was measured. A good conclusion only goes as far as the evidence allows.

This lesson is part of SPM Chemistry and links to the other consumer and industrial chemistry lessons. You can practise the same habit with the claim evidence and explanation revision desk.

What are the four steps?

Work through any product example in this order.

  1. Claim: what does the product or person say?
  2. Evidence: what was actually measured or observed?
  3. Fairness: did only one variable change?
  4. Conclusion: what does the evidence support, and what is the limit?

Step 3 is the one students skip, because convincing numbers make it easy to forget to check the test design.

Worked example: a cleaner that “works twice as fast”

An original advertisement says: “Brand A removes oil stains twice as fast as Brand B.” A student tests each brand on the same type of cloth with the same oil stain.

Brand A Brand B
Water temperature 50 °C 25 °C
Time to remove stain 40 s 80 s

Step by step, the claim is “twice as fast”. The evidence is 40 s against 80 s, and 80 ÷ 40 = 2, so the numbers match the claim.

But the fairness check fails. Brand A was used in warm water and Brand B in cool water. Since both the brand and the temperature changed, the result cannot be blamed on the brand alone.

A correct conclusion reads: “Brand A removed the stain in 40 s and Brand B in 80 s, but the water temperatures were different. The test does not show that Brand A is faster because of the cleaner. Both brands should be tested at the same temperature.”

The mistake that loses marks

The usual mistake is to accept the claim because the numbers agree. The data table is being trusted without asking how it was produced.

Over-claimed Supported
Brand A is twice as fast In this test, Brand A took half the time, but two variables changed
A natural cleaner is safer The label does not give evidence about safety

Check yourself

A fictional cleaner X is said to “remove rust best”. The test used the same rust sample, the same 10 minutes and the same water temperature for cleaners X and Y. After 10 minutes, X left 20% of the rust and Y left 55%. What can be concluded?

Answer

The test is fair, because only the cleaner changed. The evidence supports the claim for this sample and time: X left less rust (20%) than Y (55%). The conclusion should not be stretched to every kind of rust or every cleaner.

What to study next

Apply the same habit to an environmental case in discussing green chemistry using specified criteria, then use the practice set.

If you want a teacher to check your conclusion wording, see online one-to-one Chemistry tuition.

Common questions

What is the difference between a claim and evidence?

A claim is what someone says is true, such as a product cleans faster. Evidence is what was measured or observed, such as a time in seconds under stated conditions. A claim is supported only when the evidence matches it.

What makes a test unfair?

A test is unfair when more than one thing differs between the samples. If the product and the water temperature both change, the result cannot be blamed on the product alone. Only one variable should change at a time.

Is the word 'natural' evidence that a product is safe or better?

No. 'Natural' describes where a substance comes from, not how safe or effective it is. A conclusion needs measured evidence about the property in question, not a label.

How should I phrase a conclusion when the test is weak?

State what the data shows, then state the limit. For example, say the data suggest a difference but the test changed two variables, so the cleaner cannot be confirmed as the cause.

If you can read a data table but lose marks on what the data proves, a one-to-one Chemistry teacher can practise conclusion writing on new examples and show where the wording over-claims.

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