4

4. Some researchers propose that people's gender is related to their career choices, while others believe that with the development of society, gender can no longer determine people's career. Consequently, a researcher collected data from 400 clients, including their gender (M/F) and their career interests (based on Holland's career interest theory, 6 dimensions in total). The frequency table can be seen below: Gender Male Female Career Interest Realistic 22 25 Investigative 27 25 Artistic 30 60 Social 20 50 Enterprising 50 25 Conventional 40 15 4.1 Based on this sample, if you assume that gender and career choice are independent, which hypothesis testing method should be used? What is the basis for your choice? 4.2 What test assumptions and restrictions are needed for the method you selected? 1.3 Use proper hypothesis testing method to analysis data and provide results and conclusion. Alpha level = 0.05. Your results should include Hypothesis test scores, results, corresponding conclusions, and effect size