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Why is it important to collect qualitative information while answering the following scientific question:
How does the amount of water that bean plants receive affect their growth rate?
It may help in the analysis of the data. It may explain something peculiar or identify experimental error.
For example, if the scientist notices a discoloration of the water applied to a certain group of plants and then they all die, he may assume that the water was the cause.