2. A statistics student gave a questionnaire to a random sample of 50 pupils at his school. The sample included pupils aged from 11 to 18 years old.
The student summarised the data on age in completed years, \(A\), and the number of hours spent doing homework in the previous week, \(H\), giving the following:
$$\Sigma A = 703 , \quad \Sigma H = 217 , \quad \Sigma A ^ { 2 } = 10131 , \quad \Sigma H ^ { 2 } = 1338.5 , \quad \Sigma A H = 3253.5$$
- Calculate the product moment correlation coefficient for these data and explain what is shown by your result.
(6 marks)
The student also asked each pupil how many hours of paid work they had done in the previous week. He then calculated the product moment correlation coefficient for the data on hours doing homework and hours doing paid work, giving a value of \(r = 0.5213\)
The student concluded that paid work did not interfere with homework as pupils doing more paid work also tended to do more homework. - Explain why this conclusion may not be valid.
- Explain briefly how the student could more effectively investigate the effect of paid work on homework.
(2 marks)