A researcher wants to find out if there is a significant difference between men and women in the average number of tattoos that a person has.  After doing the statistical analysis, the researcher finds that the p-value is 0.003.  If the chosen significance level is 0.05 (5%), which of the following statements is the best interpretation of this p-value??