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The ability to articulate strategy as a predictor of programming skill

Published: 01 January 2006 Publication History

Abstract

A multi-national, multi-institutional study investigating introductory programming courses drew on student participants from eleven institutions, mainly in Australasia, during the academic year of 2004. A number of diagnostic tasks were used to explore cognitive, behavioural, and attitudinal factors such as spatial visualisation and reasoning, the ability to articulate strategies for commonplace search and design tasks, and attitudes to studying. This paper reports in detail on the task that required participants to articulate a commonplace search strategy. The results indicate that increasing measures of richness of articulation of a search strategy are associated with higher marks in the course.

References

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Barker, R., & Unger, E., (1983). A predictor for success in an introductory programming class based upon abstract reasoning development. ACM SIGCSE Bulletin 15(1):154-158.
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Chowdhury, A., Van Nelson, C., Fuelling, C.P., & McCormick, R.L. (1987). Predicting success of a beginning computer course using logistic regression (Abstract only). Proc 15th ACM Annual Computer Science Conference, St Louis, MO, USA, 449.
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Curzon, P. (2000). Learning Computer Science through Games and Puzzles. Interfaces 42:14-15. http://www.bcs-hci.org.uk/interfaces/interfaces42.pdf. Accessed 3 Oct 2005.
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de Raadt, M., Hamilton, M., Lister, R., Tutty, J., Baker, B., Box, I., Cutts, Q., Fincher, S., Hamer, J., Haden, P., Petre, M., Robins, A., Simon, Sutton, K., Tolhurst, D. Approaches to learning in computer programming students and their effect on success. In Brew, A., & Asmar, C. (2005). Higher Education in a changing world: Research and Development in Higher Education, 28:407-414.
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Fincher, S., Baker, B., Box, I., Cutts, Q., de Raadt, M., Haden, P., Hamer, J., Hamilton, M., Lister, R., Petre, M., Robins, A., Simon, Sutton, K., Tolhurst, D., Tutty, J. Programmed to succeed?: a multi-national, multiinstitutional study of introductory programming courses (2005). Computing Laboratory Technical Report 1-05, University of Kent, Canterbury, UK.
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Leeper, R.R., & Silver, J.L. (1982). Predicting success in a first programming course. ACM SIGCSE Bulletin 14(1):147-150.
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Onorato, L.A., & Schvaneveldt, R.W. (1987). Programmer-nonprogrammer differences in specifying procedures to people and computers. The Journal of Systems and Software 7(4):357-369.
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Simon, Fincher, S., Robins, A., Baker, B., Box, I., Cutts, Q., de Raadt, M., Haden, P., Hamer, J., Hamilton, M., Lister, R., Petre, M., Sutton, K., Tolhurst, D., Tutty, J. (2006). Predictors of success in a first programming course. Proc Eighth Australasian Computing Education Conference, Hobart, Australia, Jan 2006.
[9]
Tolhurst, D., Baker, B., Hamer, J., Box, I., Cutts, Q., de Raadt, M., Fincher, S., Haden, P., Hamilton, M., Lister, R., Petre, M., Robins, A., Simon, Sutton, K., Tutty, J. (2006). Do map-drawing styles of novice programmers predict success in programming? A multi-national, multi-institutional study. Proc Eighth Australasian Computing Education Conference, Hobart, Australia, Jan 2006.

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Information & Contributors

Information

Published In

cover image DL Hosted proceedings
ACE '06: Proceedings of the 8th Australasian Conference on Computing Education - Volume 52
January 2006
259 pages
ISBN:1920682341

Publisher

Australian Computer Society, Inc.

Australia

Publication History

Published: 01 January 2006

Author Tags

  1. articulation
  2. programming aptitude

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ACE '06
ACE '06: Computing Education
January 16 - 19, 2006
Hobart, Australia

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Overall Acceptance Rate 161 of 359 submissions, 45%

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  • (2014)Testing programming aptitude in introductory programming coursesJournal of Computing Sciences in Colleges10.5555/2667432.266745330:2(149-156)Online publication date: 1-Dec-2014
  • (2014)Exploring variation in students' correct traces of linear recursionProceedings of the tenth annual conference on International computing education research10.1145/2632320.2632355(67-74)Online publication date: 28-Jul-2014
  • (2012)Classifying problems to explain patterns of correlation on the 1988 advanced placement computer science examJournal of Computing Sciences in Colleges10.5555/2167431.216745227:4(112-119)Online publication date: 1-Apr-2012
  • (2011)Integrating students' prior knowledge into pedagogyProceedings of the seventh international workshop on Computing education research10.1145/2016911.2016940(139-140)Online publication date: 8-Aug-2011
  • (2009)Ten years of the Australasian Computing Education ConferenceProceedings of the Eleventh Australasian Conference on Computing Education - Volume 9510.5555/1862712.1862735(157-164)Online publication date: 1-Jan-2009
  • (2009)An exploration of internal factors influencing student learning of programmingProceedings of the Eleventh Australasian Conference on Computing Education - Volume 9510.5555/1862712.1862721(25-34)Online publication date: 1-Jan-2009
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  • (2008)Defining a core body of knowledge for the introductory computational linguistics curriculumProceedings of the Third Workshop on Issues in Teaching Computational Linguistics10.5555/1627306.1627311(27-35)Online publication date: 19-Jun-2008
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