Gender differences in grit and programming experience across course levels and their relationship to undergraduate students’ intention to complete a computer science degree
ABSTRACT Background and Context Despite the growing demand for computing professionals, high dropout rates and pronounced gender disparities persist in CS programs. While factors such as grit and programming experience influence student retention and success and may differ by gender, how these differences shape retention remains unclear. Objective This paper employs the Social Cognitive Career Theory (SCCT) to study how gender differences in grit and programming experience across the introductory computing curriculum affect students’ intention to complete their computer science (CS) degree. Method We collected survey data from 303 undergraduate CS major students enrolled in CS1, CS2, and CS3 at an engineering-focused university in the southeastern United States. Findings Results showed differences between men and women at different course levels in terms of grit and programming experience, which in turn influenced their self-efficacy to study CS, outcome expectations, attitude toward computing, and consequently their intention to continue studying CS as their major. Implications The study highlights the need for intervention strategies to enhance retention and provide tailored, gender-inclusive support for computer science students.
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4
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The need for graduates from master's programs in computer science and related areas is well recognized [19, 20]. Indeed, some companies have a policy of extensively utilizing master's programs at universities for the continuing education of their employees. The Graduate Study Program of Bell Laboratories is well known. At Honeywell Information Systems it has been found that support of continuing studies at the master's level helps in hiring and retaining personnel, and is beneficial to the dissemination of new technology through the organization [29]. It has been demonstrated that programmers acquire new knowledge primarily from other programmers [17]; periodic influx into an organization of graduates of programs of advanced study is therefore essential if the organization is to retain technical soundness. Universities have responded to this need, but in a rather haphazard manner, with the result that we have today a variety of programs, some of which have very little to do with computer science. Some of the programs are no more than, to use Smoliar's [41] words, “undergraduate programs for grown-ups.” Others are viewed as a first stage in the preparation for research careers of narrow specialization. Late in 1972 Terry Walker [45] conducted a poll of master's degree granting departments. The four primary objectives of a master's program given by the 93 respondents were: prepare a person for a job designing computer software systems, prepare a person for a job as a systems analyst, prepare a person to pursue a doctoral degree in computer science, prepare a person for a job as a scientific programmer. Today one would add a fifth objective: prepare a person for teaching computer science at the junior college level. There is clearly a need to reconcile these different objectives with a unified view of computer science.
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4
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The need for graduates from master's programs in computer science and related areas is well recognized [19, 20]. Indeed, some companies have a policy of extensively utilizing master's programs at universities for the continuing education of their employees. The Graduate Study Program of Bell Laboratories is well known. At Honeywell Information Systems it has been found that support of continuing studies at the master's level helps in hiring and retaining personnel, and is beneficial to the dissemination of new technology through the organization [29]. It has been demonstrated that programmers acquire new knowledge primarily from other programmers [17]; periodic influx into an organization of graduates of programs of advanced study is therefore essential if the organization is to retain technical soundness.Universities have responded to this need, but in a rather haphazard manner, with the result that we have today a variety of programs, some of which have very little to do with computer science. Some of the programs are no more than, to use Smoliar's [41] words, “undergraduate programs for grown-ups.” Others are viewed as a first stage in the preparation for research careers of narrow specialization. Late in 1972 Terry Walker [45] conducted a poll of master's degree granting departments. The four primary objectives of a master's program given by the 93 respondents were: prepare a person for a job designing computer software systems, prepare a person for a job as a systems analyst, prepare a person to pursue a doctoral degree in computer science, prepare a person for a job as a scientific programmer. Today one would add a fifth objective: prepare a person for teaching computer science at the junior college level. There is clearly a need to reconcile these different objectives with a unified view of computer science.
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The state of science and technical education is at a crucial juncture in our nation. In order to address this issue, the Division of Natural Sciences and Mathematics felt the need to incorporate recent technological developments into its Computer Science program. A conceptual framework for the revision and the resulting A.S. degree in Computer Science Program with a Telecommunications option are presented.
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The purpose of this case study was to understand the experiences of women in any leadership role with Computer Science or Engineering degrees that have helped them persist and advance in their careers in the context of Silicon Valley. The "leaky pipeline" phenomenon has been described as women leaving the Science, Technology, Engineering, and Mathematics (STEM) track at many stages in the pipeline (K-12, secondary, career). It has resulted in underrepresentation of women at all levels of the career ladder, specifically, for women with Computer Science and Engineering degrees in leadership positions. Using a case study research methodology, this study sought to answer this question: Why do women with Computer Science and Engineering degrees leadership positions in Silicon Valley stay in the field? Ten women in senior leadership roles in high-tech companies in Silicon Valley with at least a Bachelor's in Science degree in Computer Science or Engineering participated in the study. Women in this case study had a job title of Director or above. One-on-one interviews, a review of artifacts, and the researcher's observations of the participants during their participation in the study were analyzed. Four themes emerged from their interviews and artifact review: (a) STEM foundation, (b) grit, (c) Silicon Valley barriers, and (d) career strategies.
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