Usability Evaluation of Metacognitive Support System for Novice Programmers (MSSNP) using SUMI

Authors

  • Siti Nurulain Mohd Rum University Of Malaya, Malaysia
  • Maizatul Akmar Ismail

Keywords:

MSSNP, usability, novice programmers, human-machine system

Abstract

To build effective e-learning is the new challenge faced by software designers and human-computer interaction (HCI) researchers. In computer science, usability is part of the human-computer interaction aspect that relates to the clarity and elegance with which the interaction with software is designed. SUMI (Software Usability Measurement Inventory) is a comprehensive solution, and is a well-tested and validated method for determining whether software has achieved its predetermined goals efficiently and effectively, as evaluated by the end users. This paper presents an empirical study by employing the SUMI (Software Usability Measurement Inventory) to evaluate the MSSNP in terms of the affect, efficiency, control, helpfulness and learnability. The results indicate that MSSNP is an ideal system to support the metacognitve activities for learning Introductory Computer Programming.

References

Davids, M.R., Chikte, U., Grimmerâ€Somers, K., and Halperin, M.L.: ‘Usability testing of a multimedia eâ€learning resource for electrolyte and acidâ€base disorders’, British Journal of Educational Technology, 2014, 45, (2), pp. 367-381

Davis, F.D., Bagozzi, R.P., and Warshaw, P.R.: ‘User acceptance of computer technology: a comparison of two theoretical models’, Management science, 1989, 35, (8), pp. 982-1003

Davis, F.D.: ‘User acceptance of information technology: system characteristics, user perceptions and behavioral impacts’, International journal of man-machine studies, 1993, 38, (3), pp. 475-487

Dumas, J.S., and Redish, J.: ‘A practical guide to usability testing’ (Intellect Books, 1999. 1999)

FDIS, I.: ‘9241-11. Ergonomic Requirements for Office Work with Visual Display Terminals (VDTs), Part 11: Guidance on Usability Specification and Measures’, in Editor (Ed.)^(Eds.): ‘Book 9241-11. Ergonomic Requirements for Office Work with Visual Display Terminals (VDTs), Part 11: Guidance on Usability Specification and Measures’ (Technical report, 1997, edn.), pp.

Johnson, R., and Hegarty, J.R.: ‘Websites as educational motivators for adults with learning disability’, British Journal of Educational Technology, 2003, 34, (4), pp. 479-486

Kirakowski, J., and Corbett, M.: ‘Measuring user satisfaction’, in Editor (Ed.)^(Eds.): ‘Book Measuring user satisfaction’ (Cambridge University Press, 1988, edn.), pp. 329-338

Kirakowski, J., and Corbett, M.: ‘SUMI: The software usability measurement inventory’, British journal of educational technology, 1993, 24, (3), pp. 210-212

Kirakowski, J.: ‘The use of questionnaire methods for usability assessment’, Unpublished manuscript. Retreived from http://sumi. ucc. ie/sumipapp. html, 1994

Maheshwari, P.: ‘Teaching programming paradigms and languages for qualitative learning’, in Editor (Ed.)^(Eds.): ‘Book Teaching programming paradigms and languages for qualitative learning’ (ACM, 1997, edn.), pp. 32-39

Means, B., Toyama, Y., Murphy, R., Bakia, M., and Jones, K.: ‘Evaluation of Evidence-Based Practices in Online Learning: A Meta-Analysis and Review of Online Learning Studies’, US Department of Education, 2009

Mohd Rum, S.N and Ismail,M.A (2013), Promoting Metacognitive Learning Environment in Supporting Novice Programmer Using Semantic Web, International Conference on Emerging Trends in Computer Science & Information Technology, Kuala Lumpur ,pp45-48 , 2013

Mohd Rum, S.N and Ismail,M.A Development of a Metacognitive Support System for Novice Programmers (MSSNP) Using the Semantic Web, 3rd International Conference on Computer Science and Computational Mathematics (ICCSCM), 8th 9th May 2014, Langkawi, Malaysia, pp 24 28, 2014

Pearl, J.: ‘Heuristics: intelligent search strategies for computer problem solving’, 1984

Riley, D.D.: ‘Teaching problem solving in an introductory computer science class’, ACM SIGCSE Bulletin, 1981, 13, (1), pp. 244-251

Schraw, G., and Sperling Dennison, R.: ‘Assessing metacognitive awareness’, Contemporary educational psychology, 1994, 19, pp. 460-460

Siti Nurulain Mohd Rum and Ismail M.A Ontology Development of Metacognitive Support System for Novice Programmers (MSSNP),International Symposium on Technology Management and Emerging Technologies (ISTMET), 27th - 29th May 2014, Bandung, Indonesia,IEEE, 2014

Tobias, S., Everson, H.T., and Laitusis, V.: ‘Towards a Performance Based Measure of Metacognitive Knowledge Monitoring: Relationships with Self-Reports and Behavior Ratings’, 1999

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Published

2014-10-15

How to Cite

Mohd Rum, S. N., & Ismail, M. A. (2014). Usability Evaluation of Metacognitive Support System for Novice Programmers (MSSNP) using SUMI. Asian Journal of Education and E-Learning, 2(5). Retrieved from https://ajouronline.com/index.php/AJEEL/article/view/1819

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