Conclusion

After the chi-squared test resulted in a p-value of zero, I conluded that female ACT scores are not higher than that of males. Since the p-value is less than alpha, we can reject the null hypothesis at all levels of significance. Therefore there is sufficient evidence to say that the mean ACT scores  for females are not greater than males.