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EnglandGeographyQuick questions

Component 1 and 2: Geographical Skills and Fieldwork

Quick questions on Statistical skills and data analysis: averages, dispersion and Spearman's rank - OCR A-Level Geography

5short Q&A pairs drawn directly from our worked dot-point answer. For full context and worked exam questions, read the parent dot-point page.

What is percentage change?
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Percentage change standardises change so that places or times of different sizes can be compared. It is calculated as
What is spearman's rank correlation?
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Spearman's rank correlation coefficient (rsr_s) tests the strength and direction of the relationship between two variables by ranking them. It is calculated as
What is significance testing?
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A calculated rsr_s must be checked for statistical significance to judge whether the relationship is real or could be due to chance. The calculated value is compared with a critical value from a significance table for the relevant sample size (nn) and chosen significance level, commonly 0.050.05 (the 95%95\% confidence level, meaning a 5%5\% chance the result is random). If the calculated rsr_s exceeds the critical value, the result is significant and the null hypothesis (that there is no relationship) is rejected; if it does not, the relationship cannot be distinguished from chance. Significance depends strongly on sample size: the same coefficient is significant in a large sample but not a small one, which is why fieldwork needs an adequate, justified sample.
What is q1?
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State the formula for percentage change. [2 marks]
What is q2?
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A Spearman's rank coefficient is 0.85-0.85 and exceeds the critical value at the 0.050.05 level. Interpret this result. [3 marks]

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