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Biology · Lesson

Evaluate a biotechnology claim using evidence and limits

A confident headline about a new crop or product can sound convincing until you ask what was actually measured.

On this page
  1. A four-step method
  2. Worked example
  3. The mistake to watch for
  4. Check yourself
  5. Where this leads next

To evaluate a claim, compare what the claim says with what the evidence actually shows, then state a judgement and its limits. In biotechnology questions, the claim is often about yield, safety, cost or speed, and the data only cover part of it.

This lesson uses skills that are trained more widely in Biology data and investigations.

A four-step method

  1. Quote the claim. Write it in your own words.
  2. List what was measured. Yield, growth, mass, cost, time.
  3. Check the data. Calculate means, differences or percentages, and look for a fair comparison.
  4. State the limit and the judgement. What is supported, what is untested?

Worked example

The trial is invented for practice. A company claims: “Our GM maize increases yield by 20% and is safe for the environment.” A trial grew both types of maize on four plots each, in one field, in one season. Yields in tonnes per hectare:

PlotGM maizeNon-GM maize
15.85.0
26.25.2
36.04.8
46.45.0

Question: Evaluate the claim.

Step 1, means. GM: (5.8 + 6.2 + 6.0 + 6.4) ÷ 4 = 24.4 ÷ 4 = 6.1 t/ha. Non-GM: (5.0 + 5.2 + 4.8 + 5.0) ÷ 4 = 20.0 ÷ 4 = 5.0 t/ha.

Step 2, percentage increase. (6.1 − 5.0) ÷ 5.0 = 1.1 ÷ 5.0 = 0.22, so 22%.

Step 3, judge the yield part. The data support a yield increase of about 22%, which is slightly above the 20% claimed. Every GM plot gave more than every non-GM plot, so the pattern is consistent.

Step 4, judge the safety part. No measurement of environmental effects was reported, so the trial gives no evidence for “safe for the environment”.

Step 5, limits. Only four plots, one field and one season, so the result may not hold elsewhere or in other years.

Conclusion: The yield claim is supported for this field and season. The safety claim is not supported by this evidence.

The mistake to watch for

Mistaken answer: “The trial proves GM maize is better and safe.”

“Proves” is too strong. The trial measured yield only, in one place for one season. A judgement should match the strength of the evidence, for example “supports a higher yield in this trial”.

The correction is to add a limit to every conclusion: which measure, which conditions, and what remains untested.

Check yourself

1. GM plots give a mean yield of 4.5 t/ha and non-GM plots 3.6 t/ha. Calculate the percentage increase.

Show answer

4.5 − 3.6 = 0.9. 0.9 ÷ 3.6 = 0.25. So 25%.

2. A claim says a crop is “healthier to eat”. The trial recorded only plant height. Is the claim supported?

Show answer

No. Plant height says nothing about the nutritional value or effects of eating the crop, so the evidence does not address the claim.

3. Name two ways to make the maize trial above more convincing.

Show answer

Any two: more plots or repeats, several fields or locations, more than one season, and measuring other outcomes such as effects on nearby species.

Where this leads next

Finish with the biotechnology practice set, which mixes this skill with the earlier lessons. You can revisit gene insertion and selective breeding if you want to compare the methods the claims are about.

Evaluation is easier when a teacher reads your draft and asks “what did they actually measure?” in real time, and that is what online one-to-one Biology tuition offers. The full lesson list is on the module page.

Questions people ask

What does evaluate mean in a Biology exam?

It means weighing the evidence for and against a claim and reaching a judgement. You state what the data support, point out what they do not show, and give a conclusion that matches the strength of the evidence.

How do I find the limits of an experiment?

Ask about sample size, how many repeats were done, how long it lasted, where it took place and what was not measured. A claim can be supported for one crop, one season and one place while staying untested beyond that.

Do I need an opinion on whether genetic modification is good or bad?

No. Exam marks are given for using the evidence supplied, not for personal views. Write what the data show, what they leave out and what further evidence would help.

Updated:

Your next step

If evaluation answers feel vague, a one-to-one teacher can work through real-style evidence with you and show how to state a judgement and its limits in a few precise sentences.

Paid one-hour trial at your assigned teacher’s confirmed rate, starting from RM80.

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