The hypotheses can be expressed in the following ways, depending on whether a one-tailed or two-tailed (SPSS default) hypothesis test is selected:
Two-tailed significance test:
Null hypothesis: H0: ρ = 0 the population correlation coefficient is 0 (no association)
Alternative hypothesis: H1: ρ ≠ 0 the population correlation coefficient is not 0