Abstract-This paper is an evaluation study to improve female student retention in Computer Science during the first programming course. Although, colleges are using variety of ways to attract female students to continue their studies in Computer Science, the number of female students is decreasing in the major. Therefore, we have employed two survey studies to learn more about the lack of supported items in the major and tried to address most of those issues in the classroom to see the change in student's feeling about Computer Science. Moreover, we support some of our suggestions not only by the survey results, but also students' performance from the course. We observed that lack of communication among students and with faculty, primitive programming editors, and not well prepared course materials are some of the reasons for the decrease in female student retention.

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