Introductory programming: a systematic literature review

As computing becomes a mainstream discipline embedded in the school curriculum and acts as an enabler for an increasing range of academic disciplines in higher education, the literature on introductory programming is growing. Although there have been several reviews that focus on specific aspects of introductory programming, there has been no broad overview of the literature exploring recent trends across the breadth of introductory programming. This paper is the report of an ITiCSE working group that conducted a systematic review in order to gain an overview of the introductory programming literature. Partitioning the literature into papers addressing the student, teaching, the curriculum, and assessment, we explore trends, highlight advances in knowledge over the past 15 years, and indicate possible directions for future research

Factors relating to the acquisition of computer literacy and computer science skills in California high schools

Purpose. The purpose of this study was to identify factors that related to the acquisition of computer skills in California high schools. Procedures. The first part of the study was examination of data from a sample of 63 California schools: scores from computer skills tests, achievement tests, and other pertinent information. The second part was an in-depth study of four schools taken from the sample of 63 schools with high or low scores on computer skills tests. Case study methodology was used with the sample of the two high scoring and two low scoring schools to examine other factors that may have contributed to the differences in scores. Findings. Significant statistical relationships were found between the high scores on computer skills tests and parents\u27 educational attainment. High percentages of recipients of Aid to Families with Dependent Children (AFDC) showed a negative correlation with the test scores. Significant statistical relationships were also found between scores on reading and math tests and computer skills tests. The case studies revealed differential access to computers based on ability, and a lack of integration of computer skills into the curriculum in the low scoring schools. The importance of teacher training, and the commitment of school and community to computer programs with high quality hardware and software were important factors in schools with high computer skills scores. Recommendations. (1) Districts desiring to implement successful comprehensive computer programs should secure involvement of, and commitment from all aspects of the school and the community. (2) Administrators of programs should utilize additional resources in computer classes for those who have low reading and math scores. (3) Districts need to be wary of the relationship between sources of funding for computer programs and their classroom utilization, as this study indicates that categorical funding tends to result in narrow categorical use. (4) A recommendation for further study is the extent to which there is a division among the school districts of the state into have and have-not districts with regards to access to computer literacy courses for all students. Such a division, if it exists, might be of interest to the legislature as a matter of State Policy