Year 8 Science · Unit 4 · Lesson 12

Evaluating Data Quality

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Learning Goals

Compare two

Complete the table to compare a reliable investigation with a valid investigation. Some cells have been started for you.

Feature Reliable Investigation Valid Investigation
What it ensures Results are consistent when the experiment is repeated
What threatens it Uncontrolled variables; wrong measuring tool; systematic error
How to improve it

Find the flaw

Investigation with problems

A student investigates whether background music affects plant growth. They place five plant pots near a speaker playing pop music continuously and measure their height at the end of four weeks. No control group was used. Each plant pot was in a different room of the house with varying amounts of natural light. Only final height was recorded. No details about the music volume or type were noted.

For each problem below, classify it (validity / reliability / sample size) and suggest a specific improvement.

Problem Classification (V / R / SS) Specific improvement
Only 1 plant per condition (music vs no music)
No control group (plants with no music)
Plants in different rooms with different light levels
Height measured only once at the end, not tracked over time
No description of music type or volume recorded

1. A scientist gets the same result three times in a row. Does this mean the data is valid? Explain why or why not using an example.

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2. Why does having a control group improve the validity of an investigation? What would happen if all science experiments had no control group?

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Wrap Up

In one sentence, what was the main idea of this lesson?