R3

Conclusions, uncertainty and realistic changes (Unit 3)

How to write a conclusion that the data can support, and a modification that reduces a named error or uncertainty.

YOUR SPECIFICATION

What you need to know

  • Unit 3Comment on the relationship, discuss uncertainty qualitatively and quantitatively, and suggest realistic modifications.
Pearson specification · Issue 2, p. 27

Do not invent a critical value or a probability. Statistical tests are not required by these Unit 3 bullets. Core Practical conclusions stay tied to the data in front of you. No treatment advice follows from a school practical.

By the end, you should be able to…

  • Write a conclusion that matches the relationship and no further.
  • Discuss uncertainty in words and, when numbers are given, as a percentage.
  • Suggest a modification that would actually improve the experiment.
SPECIFICATION-ALIGNED LEARNING

Build your understanding

The conclusion stops at the evidence

Start from the relationship: as concentration increased, the rate increased and then levelled off. Add a comparison if you have two conditions. Then stop, unless you are asked for a biological explanation. An explanation uses specification knowledge and must be labelled as an explanation, not as extra data.

Do not write “significant” unless a test and a critical value were supplied and you have compared them. Overlapping ranges, or a small difference between two means, are not that test. “Proves” is almost always too strong for one illustrated investigation.

Qualitative and quantitative uncertainty

Qualitative uncertainty is a description: the end-point was judged by eye, bubbles may have different volumes, or tissue slices differed in thickness. Name the measurement that is uncertain and the direction in which it could affect the result.

Quantitative uncertainty uses the numbers you were given. Percentage uncertainty = absolute uncertainty ÷ measurement × 100. Illustrative length 50 mm, read to ±1 mm: percentage uncertainty = 1 ÷ 50 × 100 = 2%. If a difference is calculated from two readings and each has an absolute uncertainty, add those absolute uncertainties before dividing by the difference. Do not invent an uncertainty the question did not state or a rule it did not give you.

A modification has to be realistic

The specification asks for realistic modifications to reduce error or improve the experiment. Name the limitation, then the change, then the improvement. “Use more accurate equipment” is not enough. “Use a gas syringe instead of counting bubbles, so volume is measured rather than estimated from bubble number” is a modification.

A better range, intermediate values around a possible optimum, a blank, a control tube, or a stated number of repeats are realistic school improvements. A modification that changes the independent variable as well has not improved the original test. Say what you would keep the same.

EXAM TIPS & ADVICE

Make your reasoning visible

Claim, evidence, limit

One sentence for the pattern, one for a value or comparison, one for what the data cannot show. That shape answers most conclusion questions.

Percentage, not a feeling

If an absolute uncertainty is printed, calculate the percentage. Words such as “quite uncertain” do not replace the calculation.

Avoid this misconception

The claim: A clear trend means the result is statistically significant.

The correction: A trend is a description of the data. Significance needs a named test and a comparison with a critical value, which these Unit 3 tasks do not ask you to invent.

RETRIEVE · APPLY · CHECK

Check your understanding

Try each question before opening the suggested answer.

  1. Practice question

    Retrieval and explanation · suggested answer

    An illustrative graph shows the rate of an enzyme increasing from 20 °C to 40 °C and falling at 50 °C and 60 °C. Write a conclusion that does not overclaim.

    Show suggested answer

    The rate increased as temperature increased from 20 °C to 40 °C, then decreased at the two higher temperatures tested. The data do not identify the exact optimum between 40 °C and 50 °C, and they are not a significance test.

  2. Practice question

    Retrieval and explanation · suggested answer

    A burette reading is 12.50 cm³ ± 0.05 cm³. Calculate the percentage uncertainty to one decimal place.

    Show suggested answer

    0.05 ÷ 12.50 × 100 = 0.4%. The percentage uncertainty is 0.4% to one decimal place.

  3. Practice question

    Retrieval and explanation · suggested answer

    Bubble counts were used for a photosynthesis rate. Suggest one realistic modification and the error it reduces.

    Show suggested answer

    Collect the gas in a gas syringe over the same stated time and record the volume. That measures volume instead of assuming every bubble has the same volume. Light, temperature and the plant should stay controlled so the modification does not create a new unfair test.

STRETCH QUESTION

Take the idea further

Apply the same specification knowledge to an unfamiliar problem. Any extra assumptions are supplied in the question.

Stretch question

An unfamiliar plant extract produced a zone of inhibition 8 mm wider than a water control on one plate. The question gives no repeat and no identification of the chemical. What conclusion is justified, what modification would you want, and what must you not claim?

Show a hint

One plate is a comparison, not a medicine.

Explore the reasoning

The extract inhibited the test bacterium more than water under these conditions, by 8 mm on this plate. That is one unreplicated result, so a repeat on further plates is the realistic next measurement. You must not claim that the extract is a safe or effective medicine, name a chemical that was not identified, or call the difference statistically significant. The assumption is that the control disc was water and that the organism and conditions were those stated in the question.

RECALL

Recall this lesson

Lesson recall questions

5 of 12 recall questions for 3R0 of 5 rated0 secure

Question 1 of 5: State the rule for significant figures when a mean rate is calculated from fictional times 12.2 s, 12.4 s and 12.1 s for 5.0 cm³ of oxygen.

013RKeyword

Unit 3 processing results

Practice question

Retrieval and explanation · suggested answer

State the rule for significant figures when a mean rate is calculated from fictional times 12.2 s, 12.4 s and 12.1 s for 5.0 cm³ of oxygen.

Try this from memory first.

Practise more of these specification points

Beyond the classroomOne plate is not a treatmentEvidence · public health · Enrichment, not required recall

Antimicrobial resistance is a documented public-health problem. School disc-diffusion work can show a zone compared with a control. It cannot identify a new medicine or decide a clinical dose. Evaluation means staying inside the evidence.

Back to the spec: Unit 3 processing: the conclusion must match the relationship you were shown, and a modification should improve that experiment rather than change the claim into a bigger one.

World Health Organization: antimicrobial resistance fact sheet

Question

Why is “this plant cures infection” not a valid conclusion from one illustrative zone of inhibition?

Explore a possible response

The zone shows inhibition of a test microbe on one plate under stated conditions. It does not show activity in a person, safety, dose, or activity against other microbes. Those claims need evidence the plate does not contain.

END OF THE LESSON

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