Understanding prospective learners' computer literacy using concept map: A case study

In this study, concept map has been used as the evaluation tool to explore students' cognitive understanding in computer learning. Computer literacy regarded as important prior knowledge and skills novice programming students must acquire in order to learn to program. First semester foundation students take a 10-credit core IT module (IT and Design), to attain basic knowledge of how computer works, its uses, application and skills. The same group of students learns C programming in the final semester of the foundation year. The aim of this study is to investigate the level of computer literacy of prospective novice programming students and their perception of learning methods used in the lab. Fifty Engineering Foundation (80% male and 20% female) students involved in this study. Overall, 84% of the students have more than 5 years experience in using computer. About 74% of the students have learned to use computer at home. The learning methods used in the lab were rated as acceptable. Students' concept maps showed that their level of computer literacy as adequate. The outcome of this study resulted in focusing on cognitive tools to support learning in the lab.

[1]  Gary B. Shelly,et al.  Discovering Computers 2010: Living in a Digital World, Complete , 2009 .

[2]  M.P. Bruce-Lockhart,et al.  Developing mental models of computer programming interactively via the web , 2007, 2007 37th Annual Frontiers In Education Conference - Global Engineering: Knowledge Without Borders, Opportunities Without Passports.

[3]  B. Fetaji,et al.  Combining Virtual Learning Environment and Integrated Development Environment to Enhance e-Learning , 2007, 2007 29th International Conference on Information Technology Interfaces.

[4]  Janet Rountree,et al.  Learning and Teaching Programming: A Review and Discussion , 2003, Comput. Sci. Educ..

[5]  Alberto J. Cañas,et al.  A TEORIA SUBJACENTE AOS MAPAS CONCEITUAIS E COMO ELABORÁ-LOS E USÁ-LOS * THE THEORY UNDERLYING CONCEPT MAPS AND HOW TO CONSTRUCT AND USE THEM , 2010 .

[6]  Minoo S. Amini Assessing Computing Literacy of Business Students in a Regional University: The Prospects for the 90s , 1993, J. Inf. Syst. Educ..

[7]  Kirsti Ala-Mutka,et al.  A Survey of Automated Assessment Approaches for Programming Assignments , 2005, Comput. Sci. Educ..

[8]  Jr. E. Giangrande CS1 programming language options , 2007 .

[9]  Mark Guzdial,et al.  Motivation and nonmajors in computer science: identifying discrete audiences for introductory courses , 2005, IEEE Transactions on Education.

[10]  Nancy K. Keith,et al.  Computer Literacy Topics: A Comparison of Views within a Business School , 1994, J. Inf. Syst. Educ..

[11]  Piet Kommers,et al.  Concept Mapping , 1997, Springer Texts in Education.

[12]  Janine Rogalski,et al.  Task Analysis and Cognitive Model as a Framework to Analyse Environments for Learning Programming , 1993 .

[13]  Caitlin Kelleher,et al.  Lowering the barriers to programming: A taxonomy of programming environments and languages for novice programmers , 2005, CSUR.

[14]  K. Crawford,et al.  Computer Literacy and Matters of Equity , 1992 .

[15]  Robin Kay,et al.  A Practical Research Tool for Assessing Ability to Use Computers: The Computer Ability Survey (CAS). , 1993 .

[16]  Leon E. Winslow,et al.  Programming pedagogy—a psychological overview , 1996, SGCS.

[17]  V. Tennant,et al.  Effects of Peer Tutoring, Attitude and Personality on Academic Performance of First Year Introductory Programming Students , 2006, Proceedings. Frontiers in Education. 36th Annual Conference.

[18]  Stuart Reges,et al.  Back to basics in CS1 and CS2 , 2006, SIGCSE '06.

[19]  Iain Milne,et al.  Difficulties in Learning and Teaching Programming—Views of Students and Tutors , 2002, Education and Information Technologies.

[20]  Permanand Mohan,et al.  Student Attitudes towards Using Culturally-Oriented Educational Games to Improve Programming Proficiency: An Exploratory Study , 2009, Edutainment.