Correlation coefficients are an effective tool for determining if the results of a survey or project are strong or weak. In 3 short sentences, create a situation where you would want to see the correlation between two variables. Would you want a strong or weak correlation? What would it mean if you had a negative correlation? What would it mean if you had a positive correlation?

1 answer

In a study examining the relationship between hours of exercise and weight loss among participants, I would want to see a strong positive correlation between the two variables to indicate that increased exercise is effectively contributing to weight loss. A negative correlation would suggest that as exercise hours increase, weight loss decreases, indicating a potential problem with the exercise methods or dietary habits of participants. Conversely, a strong positive correlation would affirm that more time spent exercising is correlated with greater weight loss, validating the effectiveness of exercise in achieving fitness goals.