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Lesson 2 ~35 min Unit 4 · Data Science 2 +85 XP

Identifying Scientifically Testable Claims

An ad says a new fertiliser boosts crop yield. A crystal seller says their stone carries healing energy. One of those claims can be tested with an investigation. The other never can, and knowing the difference is a core scientific skill.

Today's hook: Two products sit on a shelf. The first says "this fertiliser increases tomato yield". The second says "this crystal channels healing energy into your home". Both are claims, statements presented as true. But only one can be put to a fair test. You could grow tomatoes with and without the fertiliser and count the fruit. There is no fair test, ever, for "healing energy", because no one can define or measure it. A claim is scientifically testable only when you can design an investigation that could prove it right or wrong.
0/5QUESTS
Think First
warm-up

A friend reads you three claims: "Adding sugar to cut flowers makes them last longer", "This bracelet improves your luck", and "Drinking more water than anyone else is the healthiest thing you can do".

Which of these claims could you test with an investigation, and which could you not? What is it about a claim that lets science put it to the test?

Write your prediction in your book before reading on.
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What Makes a Claim Scientifically Testable?
+5 XP

A claim is a statement someone presents as true, such as "this fertiliser increases crop yield". A claim is scientifically testable when you can design an investigation, or a series of investigations, that could collect evidence to support it or show it is wrong. The key is that the claim must connect to something you can observe and measure, and the investigation must be able to come out either way.

That last point matters. A testable claim is one that an investigation could prove false if it really is false. "This fertiliser increases tomato yield" is testable because, if you grew tomatoes with and without it and counted no difference, the claim would be shown wrong. A claim no evidence could ever contradict is not scientifically testable, even if it sounds confident.

What Makes a Claim Scientifically Testable TESTABLE CLAIM Links to something you can measure Could be shown true or false Names a clear effect to look for An investigation can decide it "This fertiliser increases tomato yield" vs UNTESTABLE CLAIM Nothing you can measure No evidence could disprove it Uses vague or made-up terms No investigation can decide it "This crystal carries healing energy"
Example

"This sunscreen blocks more UV than the leading brand" is a testable claim. You can put a UV sensor under each sunscreen, shine a known amount of ultraviolet light on both, and read off how much passes through. The numbers either support the claim or they do not.

Real-world anchor

Before a new sunscreen can be sold in Australia, the Therapeutic Goods Administration requires the SPF claim on the bottle to be backed by a standardised, testable investigation. The claim "SPF 50+" is only allowed because there is a defined experiment that can confirm or reject it.

Watch out

A claim sounding confident or "sciencey" does not make it testable. "This water is energised at the quantum level" uses science words but names nothing you could ever measure, so no investigation could check it.

Which of these claims is scientifically testable?
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What You'll Master
objectives

Know

  • A claim is a statement presented as true, and only some claims can be tested with an investigation.
  • A testable claim links to something you can observe and measure.

Understand

  • Why a testable claim must be one that evidence could prove false.
  • How a claim can be turned into a hypothesis you can investigate.

Can Do

  • Sort claims into testable and untestable.
  • Design one investigation, or a series, to test a chosen claim.
Syllabus link (NESA Science 7–10, Data science 2): "Identify a claim that can be scientifically tested with an investigation, or series of investigations, to test the claim" (outcomes SC5-DA2-01, SC5-WS-07).
Cross-lesson links: In Lesson 1 you learned to write an investigable question. Here you turn a claim into a testable hypothesis and design the investigation to test it. In later lessons you collect, display and analyse the data that this investigation would produce.
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Words You Need
vocabulary
ClaimA statement someone presents as true, which may or may not be supported by evidence.
Scientifically testableAble to be supported or shown false by collecting evidence from an investigation.
HypothesisA testable prediction, often written as if-then, that links a change to a measurable result.
EvidenceData collected through observation or measurement that bears on whether a claim is true.
FalsifiableAble to be proven false by evidence, a key feature of a scientific claim.
InvestigationA planned, fair procedure for collecting evidence to test a hypothesis or claim.
Series of investigationsSeveral linked investigations used together when one alone cannot fully test a claim.
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Spot the Trap
heads-up

Wrong: If a claim sounds scientific, it must be testable.

Right: A claim is testable only if it links to something you can observe and measure.

Wrong: A claim no evidence could ever disprove is the strongest kind of claim.

Right: A scientific claim must be falsifiable, an investigation has to be able to show it wrong.

Wrong: Testing a claim once and finding support proves it is true forever.

Right: Evidence can support a claim, but a series of investigations builds far stronger confidence.

Wrong: A claim and a hypothesis are exactly the same thing.

Right: A hypothesis is the testable prediction you write to put a claim to the test.

Spot the slip-up+5 XP

A student lists three "testable" product claims to investigate. One can never be tested, click it.

The student's shortlist:
  1. This toothpaste removes more stain than the leading brand.
  2. This bracelet surrounds you with a positive energy aura.
  3. This battery lasts longer in a torch than a standard battery.
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Claims Science Cannot Test
+5 XP

Some claims can never be tested by an investigation, no matter how good your equipment. They tend to fall into a few groups. Vague or undefined claims use terms no one can measure, such as "this crystal has healing energy" or "this water is more pure than nature intended". There is no agreed way to measure "healing energy", so no fair test exists. Opinion claims ("this band makes the best music") state a preference, not a fact about the world. And some claims are written so they are impossible to prove false, such as "this charm protects you, but only when you truly believe", which always has an escape route if it fails.

An untestable claim is not always a dishonest one, but it does not belong to science. Science only deals with claims that an investigation could, at least in principle, support or knock down with evidence.

Why a Claim Might Not Be Scientifically Testable VAGUE / UNDEFINED Names nothing you can measure "This crystal has healing energy" OPINION States a preference, not a measurable fact "This band makes the best music" CANNOT BE FALSE Built so no evidence could ever disprove it "It works, but only if you believe" These claims may matter to people, but no fair investigation could ever decide them
Example

"Magnets in this insole boost your body's natural energy" cannot be tested, because "natural energy" is never defined. However, "wearing these insoles reduces reported foot pain after a week compared with plain insoles" is testable, because pain can be rated and the two groups compared.

Real-world anchor

Researchers at Australian universities such as UNSW often spend their first effort rewording a marketing claim into a testable one. "This supplement boosts wellbeing" becomes "does this supplement change a measured marker, such as blood vitamin D, over eight weeks?" Only the reworded version can enter a real study.

Watch out

Beware claims with a built-in excuse, such as "this remedy works unless your energy is blocked". Whenever a claim explains away every possible failure in advance, it can never be shown false, which is exactly why it is not scientific.

True or false?
"This lucky charm only works for people who deserve it" is a scientifically testable claim.
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Turning a Claim Into a Hypothesis You Can Test
+5 XP

To test a claim, you first turn it into a hypothesis: a clear, testable prediction that links a change you make to a result you can measure. A useful pattern is "if I change X, then Y will happen". Take the claim "this fertiliser increases tomato yield". The hypothesis becomes: "if tomato plants are given this fertiliser, then they will produce more fruit than plants given none". Now you have named what to change (the fertiliser) and what to measure (the number of tomatoes).

A good hypothesis is also falsifiable, your investigation must be able to show it wrong. If the fertilised and unfertilised plants produce the same amount of fruit, the hypothesis is not supported, and that is a valid, useful result. A claim you cannot turn into a falsifiable hypothesis is a sign the claim itself is not scientifically testable.

From Claim to Testable Hypothesis THE CLAIM "This fertiliser increases yield" Stated as a fact IF, THEN Change: add fertiliser Measure: fruit count Compare: with vs without HYPOTHESIS "If plants get fertiliser, then they grow more fruit than without" Falsifiable and clear
Example

The claim "this stain remover gets out grass stains" becomes the hypothesis "if grass-stained cloth is washed with this remover, then less stain will remain than cloth washed with water alone". The change is the remover, the measure is how much stain is left, and the comparison makes the result clear.

Real-world anchor

When the CSIRO tested whether its wrinkle-resistant wool treatment really worked, it did not just repeat the claim. It wrote a hypothesis linking the treatment to a measurable outcome, the number of wrinkles after a standard wash, then ran the test. A claim becomes science only once it is a hypothesis you can check.

Watch out

A hypothesis must predict something you can measure. "If I use this product, then I will feel more positive energy" is not a usable hypothesis, because "positive energy" has no measurable definition, so no result could ever support or reject it.

A claim says "this energy drink improves focus". Which is the best testable hypothesis?
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Designing One or a Series of Investigations
+5 XP

Once you have a testable hypothesis, you design an investigation to gather evidence: decide what to change, what to measure, and what to keep the same so the test is fair. Sometimes one investigation is enough. The claim "this fertiliser increases tomato yield" can be tested by one experiment with fertilised and unfertilised plants grown side by side.

Other claims need a series of investigations, because one cannot answer everything. Suppose the claim is "this fertiliser increases yield for all common vegetables". One experiment on tomatoes alone is not enough, you would also need to test it on beans, lettuce and carrots, then look at the results together. A series is also useful when you want to repeat a test to be sure the result was not a fluke, or to vary the dose to find how much fertiliser works best. Choosing between one investigation and a series depends on how broad the claim is.

Example

The claim "this antiseptic kills more bacteria than soap" might start with one investigation comparing the two on a single bacterium. To support the broader claim, you would then run a series, testing several bacteria, repeating each test, and comparing all the results before deciding.

Watch out

A broad claim tested by a single narrow experiment is a common mistake. Showing a fertiliser helps tomatoes does not prove it helps "all plants". Match how many investigations you run to how sweeping the claim actually is.

Predict then reveal+8 XP
1 · Predict
2 · Reveal
3 · Compare

A company claims "this fertiliser increases the yield of every vegetable in your garden". You run one experiment on tomatoes and the yield goes up. Explain why a single experiment is not enough to support this particular claim.

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Speed round +6 XP

True or false? Tap as fast as you can. Build a streak.

Q · 1 / 6 Streak · 0 Score · 0

A scientifically testable claim must link to something you can observe and measure.

How are you completing this lesson?

Revisit Your Thinking
reflect

Think back to the three claims from the start: sugar making cut flowers last longer, a bracelet improving luck, and drinking the most water being healthiest.

Which claim is scientifically testable, and how would you turn it into a hypothesis you could investigate?

Write your updated thinking in your book.
1
Which is a scientifically testable claim?
+10 XP
2
What must be true for a claim to be scientifically testable?
+10 XP
3
The claim is "this soap removes more grease". Which is the best testable hypothesis?
+10 XP
4
Which claim would best need a series of investigations rather than one?
+10 XP
5
"This tonic boosts your inner energy" is untestable. Which rewrite makes it testable?
+10 XP
Check Your Understanding
short answer

1. Write one scientifically testable claim and one untestable claim about a food or drink, and explain what makes each one what it is.

Write your answer in your book.

2. Why is being falsifiable, able to be shown false, important for a claim to count as scientific? Give one example.

Write your answer in your book.

3. Turn the claim "this lamp helps seedlings grow" into a testable hypothesis, naming what you would change and what you would measure.

Write your answer in your book.
Show Your Working
13 marks total
4 MARKS

SA1. Explain what makes a claim scientifically testable. Give one example of a testable claim and one example of an untestable claim, and say why each falls into its group.

Write your answer in your book.
4 MARKS

SA2. A product is advertised with the claim "this crystal has healing energy". Explain why this claim cannot be scientifically tested, even though it is presented as a fact.

Hint: Think about measuring and about whether any evidence could ever prove it false.

Write your answer in your book.
5 MARKS

SA3. A company claims "this fertiliser increases the yield of all common vegetables". Turn this into a testable hypothesis, then describe a series of investigations you could run to test the full claim, explaining why one experiment alone is not enough.

Write your answer in your book.
Comprehensive Answers

Quick Check

1. C. Mass lost to evaporation can be measured, so an investigation could support or disprove the claim.

2. D. A testable claim must be one an investigation can support or show false.

3. B. It names what to change (the soap) and what to measure (grease remaining) as an if-then prediction.

4. C. "Every common vegetable" is broad, so it needs a series of investigations across many vegetables.

5. C. Walking distance in 6 minutes is measurable, replacing the undefined term "inner energy".

Show Your Working Model Answers

SA1 (4 marks): A claim is testable when it links to something you can observe and measure [1] and an investigation could support it or show it false [1]. Testable example: "this fertiliser increases tomato yield", because you can count the fruit [1]. Untestable example: "this crystal has healing energy", because "healing energy" cannot be measured and no evidence could disprove it [1].

SA2 (4 marks): "Healing energy" has no agreed definition and no instrument can measure it [1], so there is no fair test you could design [1]. No possible result could ever show the claim false [1], which means it is not falsifiable and therefore not scientific [1].

SA3 (5 marks): Hypothesis: "if a vegetable is given this fertiliser, then it produces more yield than the same vegetable given none" [1]. Test it first on tomatoes with fertilised and unfertilised plants [1]. Because the claim covers all common vegetables, repeat the investigation on beans, lettuce and carrots [1], and repeat each test to check the result is reliable [1]. One experiment only supports the narrow claim about tomatoes, so a series is needed to test the broad claim [1].

R
Quick Review

Claim

A statement presented as true

Testable

Evidence could support or disprove it

Falsifiable

An investigation could show it wrong

Hypothesis

An if-then testable prediction

Untestable

Vague, opinion or never falsifiable

Series

Several tests for a broad claim

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