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Metacognitive Awareness Assessment and Introductory Computer Programming Course
Computerprogramming isregarded as a difficult skill to learn both by researchers and often by learners
themselves. Metacognition has been identified as an important factor to be a successful learner in learning computer
programming. Metacognitive in educational psychology is generally described as monitoring and controlling activities of
one€s cognition. The researchers have examined the Metacognitive Awareness Inventory (MAI) to identify how it relates to
student academic achievement at school and universities. In this researchwork, an empirical research is conducted using the
MAI inventory with the objective to examine the correlation between the metacognitive awareness with theGrade Point
Average(GPA)performance of theintroductory programming courseat Universities in Malaysia. The experiment result
indicates apositiverelationship between metacognitive awareness with the learning success ofintroductory programming
course at Universities.
[1]Artz A. and ArmourE., Development of a Cognitive-metacognitiveFrameworkforProtocol AnalysisofMathematical Problem Solvingin Small GroupsCognition and instruction,vol.9, no. 2, pp. 137-175, 1992.
[2]Berliner D.and Calfee R.,Handbook of Educational Psychology,Macmillan Library Reference USA, SimonandSchuster Macmillan, 1996.
[3]Borkowski J., Carr M., and PressleyM., SpontaneousStrategy Use: Perspectives from Metacognitive TheoryIntelligence, vol. 11, no. 1, pp.61-75,1987.
[4]BrownA., MetacognitiveDevelopmentand ReadingTheoretical issues in reading comprehension, pp. 453-481, 1980.
[5]Brown A., Metacognition,Executive Control, Self-Regulationand other moreMysterious MechanismsMetacognition,Motivation, and Understanding, pp. 65-116,1987.
[6]Busato V., Prins, F., Elshout J., and Hamaker C., IntellectualAbility, Learning Style, Personality, Achievement MotivationandAcademic Success ofPsychology StudentsinHigher Education Personality and IndividualDifferences,vol.29, no. 6, pp. 1057-1068,2000.
[7]Camahalan F., Effects of a Metacognitive Reading Program on the Reading Achievement and Metacognitive Strategies of Students with Metacognitive Awareness Assessment and Introductory Computer Programming Course Achievement at University675 Cases of Dyslexia,Reading improvement,vol. 43, no. 2, pp. 77-93, 2006
[8]Carr M., Kurtz B., Schneider W., Turner L., and Borkowski J., StrategyAcquisitionandTransfer among American and GermanChildren: Environmental InfluencesonMetacognitive DevelopmentDevelopmental Psychology,vol. 25,no. 5, pp. 765,1989.
[9]ChungM.and Salkin N.,CorrelationCoefficient, Encyclopedia ofMeasurementandStatistics, 2007.
[10]CoutinhoS., TheRelationshipbetweenGoals, Metacognition, andAcademic Success Educate~,vol.7,no. 1, pp.39-47, 2007.
[11]CroweA.,Dirks C.,andWenderothM., Biology inBloom:ImplementingBloom's TaxonomytoEnhance Student Learningin BiologyCBE-Life Sciences Education,vol.7, no. 4, pp. 368-381, 2008.
[12]Davidson J., Deuser R., and Sternberg R., The RoleofMetacognitioninProblem 1994
[13]ElazharyH., FacileProgrammingThe International Arab Journal ofinformation Technology,vol.9, no. 3,pp.256-261, 2012.
[14]Eysenck M., Ellis A.,Hunt E., and Johnson-Laird P.,The BlackwellDictionaryofCognitive Psychology,Basil Blackwell, 1994.
[15]FlavellJ., Metacognition andCognitive Monitoring:ANew AreaofCognitive Developmental InquiryAmerican psychologist, vol.34,no. 10, pp. 906,1979.
[16]Flavell J., Speculations about theNatureand DevelopmentofMetacognitionMetacognition, Motivation and Understanding,pp. 21-29,1987.
[17]Garner R.and Alexander P., Metacognition: AnsweredandUnanswered Questions Educational Psychologist,vol.24,no. 2, pp. 143- 158,1989.
[18]Gul F.and ShehzadS., Relationship between Metacognition,Goal OrientationandAcademic AchievementProcedia-Social and Behavioral Sciences,vol. 47, pp. 1864-1868,2012.
[19]Hart J., Memory and theFeeling-of-Knowing ExperienceJournal ofEducational Psychology, vol.56,no. 4, pp. 208,1965.
[20]Henderson P., ModernIntroductory Computer Science,ACM SIGCSE Bulletin,vol.19,no. 1, pp. 183-190,1987.
[21]Kapa E., AMetacognitive Support Duringthe ProcessofProblem Solvingin aComputerized EnvironmentEducational Studies in Mathematics,vol.47,no. 3, pp. 317-336,2001.
[22]Linn M. and Clancy M., TheCaseforCase StudiesofProgramming Problems Communications of the ACM, vol. 35, no. 3, pp. 121-132, 1992.
[23]LinnM., TheCognitive Consequencesof Programming InstructioninClassrooms Educational Researcher,vol.14,no. 5, pp. 14- 29, 1985.
[24]Mayer R.,ThePromiseofEducational psychology:Learning in theContent Areas, Merrill, 1999.
[25]McCabeJ., MetacognitiveAwarenessof Learning StrategiesinUndergraduatesMemory andCognition,vol.39,no. 3, pp. 462-476, 2011.
[26]McGillT. andVolet S., AConceptual FrameworkforAnalysing Students' Knowledge ofProgrammingJournal of Research on Computing in Education,vol.29,no. 3, pp. 276- 297,1997.
[27]Prins F., Veenman M., and Elshout J., The ImpactofIntellectual AbilityandMetacognition onLearning:NewSupport for the Thresholdof Problematicity TheoryLearning and Instruction,vol.16,no. 4, pp. 374-387, 2006.
[28]Schoeffler A., UsingTraininginMetacognitive Skills(question strategies) toEnhance Constructivist Science Learningavailable at: http://scholarworks.montana.edu/xmlui/handle/1/ 2208, last visited2012.
[29]SchonlauM.,FrickerR.,andElliott M., ConductingResearch Surveys Via E-Mailand the Web,Rand Corporation,2002.
[30]Schraw G. and Moshman D., Metacognitive TheoriesEducationalPsychology Review,vol. 7,no. 4, pp. 351-371,1995.
[31]Schraw G. and SperlingR., Assessing Metacognitive AwarenessContemporary Educational Psychology,vol.19,pp.460-460, 1994.
[32]Sternberg R.,Beyond IQ: ATriarchic Theoryof Human Intelligence,CUP Archive, 1985.
[33]Swanson H., Influence ofMetacognitive KnowledgeandAptitudeonProblem Solving Journal ofEducational Psychology,vol.82,no. 2, pp. 306,1990.
[34]Teong S., TheEffectofMetacognitive Training onMathematical Word Problem Solving Journal of Computer Assisted Learning,vol.19, no. 1, pp. 46-55,2003.
[35]Weems C. and HeadingtonM.,Programming andProblem Solvingwith C++,Jonesand Bartlett Learning, 1998.
[36]Whimbey A.,Lochhead J.,andNarodeR ProblemSolvingandComprehension, Routledge, 1999.
[37]Young A. and Fry J., MetacognitiveAwareness andAcademic AchievementinCollege StudentsJournal of the Scholarship of Teaching and Learning,vol.8,no. 2, pp. 1-10, 2012. 676The International Arab Journal of Information Technology, Vol. 13, No. 6, November 2016 Siti Rumis a Senior IT Officer at IT Office, University Teknologi MARA (UiTM), Shah Alam. She holds adegreefrom Universiti Teknologi Malaysia (UTM) and Ms degree from University of Malaya (UM). She is currently pursuing PhD at University of Malaya. Her researchinterest is: semantic web, information system and information science. Maizatul Ismailis a Senior Lecturer in Information System at the Faculty of Computer Science and Information Technology, University of Malaya. She teaches subjects related to information science such as accounting information system database, information retrieval and few others. Her research interests include semantic web and information support system. Her research interests are: semantic web, information system and information science.