Question: what is the difference between simple and multiple correlation?
Answer: Single correlation is the correlation (Spearman or Pearson or point-biserial or whatever) between two variables. It is usually just called correlation. Multiple correlation is which is a measure of how much of the variation in a dependent variable is accounted for by a linear regression model.