A group of 80 women was recently surveyed on their preference for high heels versus flats. Each woman answered the following question: "Do you prefer to wear shoes with flat soles or higher heels?" Of the 80 women sampled, 53 women answered they prefer to wear flats and 27 women answered they prefer to wear heels. What type of data analysis should be used to determine if a preference exists within the group sampled?

1. Chi-Square Goodness of Fit Test
2. tTest for Single Samples
3. Chi-Square Test for Independence
4. tTest for Dependent Means

Please help thanks!!!