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Volumn 57, Issue 1, 2011, Pages 1202-1213

Modelling programming performance: Beyond the influence of learner characteristics

Author keywords

Improving classroom teaching; Pedagogical issues; Programming and programming languages; Secondary education; Teaching learning strategies

Indexed keywords

IMPROVING CLASSROOM TEACHING; PEDAGOGICAL ISSUES; PROGRAMMING AND PROGRAMMING LANGUAGES; SECONDARY EDUCATION; TEACHING/LEARNING STRATEGIES;

EID: 79251623914     PISSN: 03601315     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compedu.2011.01.002     Document Type: Article
Times cited : (63)

References (71)
  • 2
    • 0041738327 scopus 로고    scopus 로고
    • Gender and learning style interactions in students' computer attitudes
    • P.C. Ames Gender and learning style interactions in students' computer attitudes Journal of Educational Computing Research 28 3 2003 231 244 (Pubitemid 37104734)
    • (2003) Journal of Educational Computing Research , vol.28 , Issue.3 , pp. 231-244
    • Ames, P.C.1
  • 3
    • 79952993957 scopus 로고
    • Unpublished M.A. in Education thesis, Chinese University of Hong Kong, Hong Kong
    • Au, S. K. (1992). Effect of flowcharting on program composition skill. Unpublished M.A. in Education thesis, Chinese University of Hong Kong, Hong Kong.
    • (1992) Effect of Flowcharting on Program Composition Skill
    • Au, S.K.1
  • 4
    • 0003258063 scopus 로고
    • The partial least squares (PLS) approach to causal modeling: Personal computer adaptation and use as illustration
    • D.W. Barclay, C. Higgins, and R. Thompson The partial least squares (PLS) approach to causal modeling: personal computer adaptation and use as illustration Technology Studies 2 2 1995 285 309
    • (1995) Technology Studies , vol.2 , Issue.2 , pp. 285-309
    • Barclay, D.W.1    Higgins, C.2    Thompson, R.3
  • 5
    • 67349252780 scopus 로고    scopus 로고
    • Predicting introductory programming performance: A multi-institutional multivariate study
    • S. Bergin, and R. Reilly Predicting introductory programming performance: a multi-institutional multivariate study Computer Science Education 16 4 2006 303 323
    • (2006) Computer Science Education , vol.16 , Issue.4 , pp. 303-323
    • Bergin, S.1    Reilly, R.2
  • 6
    • 79952986493 scopus 로고    scopus 로고
    • Effects of class size and adaptive teaching competency on classroom processes and academic outcome
    • C. Brühwiler, and P. Blatchford Effects of class size and adaptive teaching competency on classroom processes and academic outcome Learning and Instruction 2010 10.1016/j.learninstruc.2009.1011.1004
    • (2010) Learning and Instruction
    • Brühwiler, C.1    Blatchford, P.2
  • 10
    • 0033243694 scopus 로고    scopus 로고
    • An integrative model of factors related to computing course performance
    • J.P. Charlton, and P.E. Birkett An integrative model of factors related to computing course performance Journal of Educational Computing Research 20 3 1999 237 257
    • (1999) Journal of Educational Computing Research , vol.20 , Issue.3 , pp. 237-257
    • Charlton, J.P.1    Birkett, P.E.2
  • 11
    • 0000468286 scopus 로고    scopus 로고
    • Structural equation modeling analysis with small samples using partial least squares
    • W.W. Chin, and P.R. Newsted Structural equation modeling analysis with small samples using partial least squares R. Hoyle, Statistical strategies for small sample research 1999 SAGE Publications Thousand Oaks, CA 307 341
    • (1999) Statistical Strategies for Small Sample Research , pp. 307-341
    • Chin, W.W.1    Newsted, P.R.2
  • 12
    • 79952987774 scopus 로고
    • Correlates of problem-solving in programming
    • C.M. Chung Correlates of problem-solving in programming CUHK Education Journal 16 2 1988 185 190
    • (1988) CUHK Education Journal , vol.16 , Issue.2 , pp. 185-190
    • Chung, C.M.1
  • 13
    • 58849103187 scopus 로고    scopus 로고
    • Computer science: A language of technology
    • A. Cohen, and B. Haberman Computer science: a language of technology ACM SIGCSE Bulletin 39 4 2007 65 69
    • (2007) ACM SIGCSE Bulletin , vol.39 , Issue.4 , pp. 65-69
    • Cohen, A.1    Haberman, B.2
  • 14
    • 0024091188 scopus 로고
    • Effects of computer programming experience on network representations of abstract programming concepts
    • N.J. Cooke, and R.W. Schvaneveldt Effects of computer programming experience on network representations of abstract programming concepts International Journal of Man-Machine Studies 29 1988 407 427
    • (1988) International Journal of Man-Machine Studies , vol.29 , pp. 407-427
    • Cooke, N.J.1    Schvaneveldt, R.W.2
  • 15
    • 84986031630 scopus 로고    scopus 로고
    • Gender differences in beginning programming: An empirical study on improving performance parity
    • T. Crews, and J. Butterfield Gender differences in beginning programming: an empirical study on improving performance parity Campus-Wide Information Systems 20 5 2003 186 192
    • (2003) Campus-Wide Information Systems , vol.20 , Issue.5 , pp. 186-192
    • Crews, T.1    Butterfield, J.2
  • 18
    • 4344608212 scopus 로고    scopus 로고
    • Cognitive learning styles and academic performance in 19 first-year university courses: Successful students versus students at risk
    • M.T.B. Drysdale, J.L. Ross, and R.A. Schulz Cognitive learning styles and academic performance in 19 first-year university courses: successful students versus students at risk Journal of Education for Students Placed at Risk 6 3 2001 271 289
    • (2001) Journal of Education for Students Placed at Risk , vol.6 , Issue.3 , pp. 271-289
    • Drysdale, M.T.B.1    Ross, J.L.2    Schulz, R.A.3
  • 19
    • 0037024974 scopus 로고    scopus 로고
    • Psychometric properties of honey & mumford's learning styles questionnaire (LSQ)
    • A. Duff, and T. Duffy Psychometric properties of honey & mumford's learning styles questionnaire (LSQ) Personality and Individual Differences 33 2002 147 163
    • (2002) Personality and Individual Differences , vol.33 , pp. 147-163
    • Duff, A.1    Duffy, T.2
  • 20
    • 77954308180 scopus 로고    scopus 로고
    • Learning in higher education - How cognitive and learning styles matter
    • C. Evans, E. Cools, and Z.M. Charlesworth Learning in higher education - how cognitive and learning styles matter Teaching in Higher Education 15 4 2010 467 478
    • (2010) Teaching in Higher Education , vol.15 , Issue.4 , pp. 467-478
    • Evans, C.1    Cools, E.2    Charlesworth, Z.M.3
  • 22
    • 0000009769 scopus 로고
    • Evaluating structural equation models with unobservable variables and measurement error
    • C. Fornell, and D.F. Larcker Evaluating structural equation models with unobservable variables and measurement error Journal of Marketing Research 18 1981 39 50
    • (1981) Journal of Marketing Research , vol.18 , pp. 39-50
    • Fornell, C.1    Larcker, D.F.2
  • 24
    • 33646500893 scopus 로고    scopus 로고
    • Using learning style information to improve the core financial management course
    • J.A. Gentry, and M.G. Helgesen Using learning style information to improve the core financial management course Financial Management & Education 9 1999 59 69
    • (1999) Financial Management & Education , vol.9 , pp. 59-69
    • Gentry, J.A.1    Helgesen, M.G.2
  • 26
    • 33645309708 scopus 로고    scopus 로고
    • Stylistic learning differences between undergraduate athletic training students and educators: Gregorc mind styles
    • T.E. Gould, and S.V. Caswell Stylistic learning differences between undergraduate athletic training students and educators: Gregorc mind styles Journal of Athletic Training 41 1 2006 109 116
    • (2006) Journal of Athletic Training , vol.41 , Issue.1 , pp. 109-116
    • Gould, T.E.1    Caswell, S.V.2
  • 29
    • 0036350899 scopus 로고    scopus 로고
    • Variability and prediction of measurement error in Kolb's learning style inventory scores: A reliability generalization study
    • R.K. Henson, and D. Hwang Variability and prediction of measurement error in Kolb's Learning Style Inventory scores: a reliability generalization study Educational and Psychological Measurement 62 4 2002 712 727 (Pubitemid 36688784)
    • (2002) Educational and Psychological Measurement , vol.62 , Issue.4 , pp. 712-727
    • Henson, R.K.1    Hwang, D.-Y.2
  • 31
    • 0029288527 scopus 로고
    • Gaps in programming education
    • C. Jones Gaps in programming education Computer 28 4 1995 70 71
    • (1995) Computer , vol.28 , Issue.4 , pp. 70-71
    • Jones, C.1
  • 33
    • 0001877955 scopus 로고
    • The ML and PLS techniques for modelling with latent variables: Historical and comparative aspects
    • K.G. Jöreskog, and H. Wold The ML and PLS techniques for modelling with latent variables: Historical and comparative aspects K.G. Jöreskog, H. Wold, Systems under indirect observation: Causality, structure, prediction Vol. 1 1982 North-Holland Amsterdam 263 270
    • (1982) Systems under Indirect Observation: Causality, Structure, Prediction , vol.1 , pp. 263-270
    • Jöreskog, K.G.1    Wold, H.2
  • 35
    • 79952990093 scopus 로고
    • Effects of language features, templates, and procedural skills on problem-solving in programming
    • S.C. Kong, and C.M. Chung Effects of language features, templates, and procedural skills on problem-solving in programming CUHK Education Journal 17 1 1989 79 88
    • (1989) CUHK Education Journal , vol.17 , Issue.1 , pp. 79-88
    • Kong, S.C.1    Chung, C.M.2
  • 36
    • 74249101774 scopus 로고    scopus 로고
    • A drawing and multi-representational computer environment for beginners' learning of programming using C: Design and pilot formative evaluation
    • M. Kordaki A drawing and multi-representational computer environment for beginners' learning of programming using C: design and pilot formative evaluation Computers & Education 54 1 2010 69 87
    • (2010) Computers & Education , vol.54 , Issue.1 , pp. 69-87
    • Kordaki, M.1
  • 37
    • 74249083205 scopus 로고    scopus 로고
    • Promoting conceptual change of learning sorting algorithm through the diagnosis of mental models: The effects of gender and learning styles
    • W.W.F. Lau, and A.H.K. Yuen Promoting conceptual change of learning sorting algorithm through the diagnosis of mental models: the effects of gender and learning styles Computers & Education 54 1 2010 275 288
    • (2010) Computers & Education , vol.54 , Issue.1 , pp. 275-288
    • Lau, W.W.F.1    Yuen, A.H.K.2
  • 38
    • 79952739238 scopus 로고    scopus 로고
    • The impact of the medium of instruction: The case of teaching and learning of computer programming
    • W.W.F. Lau, and A.H.K. Yuen The impact of the medium of instruction: The case of teaching and learning of computer programming Education and Information Technologies 2010 doi:10.1007/s10639-009-9118-8
    • (2010) Education and Information Technologies
    • Lau, W.W.F.1    Yuen, A.H.K.2
  • 41
    • 77949647785 scopus 로고    scopus 로고
    • Attempted validation of the scores of the VARK: Learning styles inventory with multitrait-multimethod confirmatory factor analysis models
    • W.L. Leite, M. Svinicki, and Y. Shi Attempted validation of the scores of the VARK: learning styles inventory with multitrait-multimethod confirmatory factor analysis models Educational and Psychological Measurement 70 2 2010 323 339
    • (2010) Educational and Psychological Measurement , vol.70 , Issue.2 , pp. 323-339
    • Leite, W.L.1    Svinicki, M.2    Shi, Y.3
  • 43
    • 34249048368 scopus 로고    scopus 로고
    • Wireless Internet and student-centered learning: A Partial Least-Squares model
    • DOI 10.1016/j.compedu.2005.10.009, PII S0360131505001545
    • E.Y. Lu, H. Ma, S. Turner, and W. Huang Wireless Internet and student-centered learning: a Partial Least-Squares model Computers & Education 49 2 2007 530 544 (Pubitemid 46783968)
    • (2007) Computers and Education , vol.49 , Issue.2 , pp. 530-544
    • Lu, E.Y.1    Ma, H.2    Turner, S.3    Huang, W.4
  • 45
    • 0042058069 scopus 로고
    • Cognitive learning styles and academic achievement in secondary education
    • T.P. O'Brien Cognitive learning styles and academic achievement in secondary education Journal of Research and Development in Education 28 1 1994 11 21
    • (1994) Journal of Research and Development in Education , vol.28 , Issue.1 , pp. 11-21
    • O'Brien, T.P.1
  • 46
    • 33746951589 scopus 로고
    • Measuring hierarchical levels of programming knowledge
    • R. Oliver Measuring hierarchical levels of programming knowledge Journal of Educational Computing Research 9 3 1993 299 312
    • (1993) Journal of Educational Computing Research , vol.9 , Issue.3 , pp. 299-312
    • Oliver, R.1
  • 47
    • 0042306612 scopus 로고    scopus 로고
    • Learning styles of postsecondary students enrolled in vocational technical institutes
    • B. Orr, O. Park, D. Thompson, and C. Thompson Learning styles of postsecondary students enrolled in vocational technical institutes Journal of Industrial Teacher Education 36 4 1999 5 20
    • (1999) Journal of Industrial Teacher Education , vol.36 , Issue.4 , pp. 5-20
    • Orr, B.1    Park, O.2    Thompson, D.3    Thompson, C.4
  • 48
    • 59249091282 scopus 로고    scopus 로고
    • Constructing a core literature for computing education research
    • A. Pears, S. Seidman, C. Eney, P. Kinnunen, and L. Malmi Constructing a core literature for computing education research SIGCSE Bulletin 37 4 2005 152 161
    • (2005) SIGCSE Bulletin , vol.37 , Issue.4 , pp. 152-161
    • Pears, A.1    Seidman, S.2    Eney, C.3    Kinnunen, P.4    Malmi, L.5
  • 49
    • 70350035687 scopus 로고    scopus 로고
    • Researching the psychology of cognitive style and learning style: Is there really a future?
    • E.R. Peterson, S.G. Rayner, and S.J. Armstrong Researching the psychology of cognitive style and learning style: is there really a future? Learning and Individual Differences 19 4 2009 518 523
    • (2009) Learning and Individual Differences , vol.19 , Issue.4 , pp. 518-523
    • Peterson, E.R.1    Rayner, S.G.2    Armstrong, S.J.3
  • 50
    • 34548108544 scopus 로고    scopus 로고
    • An investigation into student characteristics affecting novice programming performance
    • N. Pillay, and V.R. Jugoo An investigation into student characteristics affecting novice programming performance SIGCSE Bulletin 37 4 2005 107 110
    • (2005) SIGCSE Bulletin , vol.37 , Issue.4 , pp. 107-110
    • Pillay, N.1    Jugoo, V.R.2
  • 54
    • 33646500801 scopus 로고    scopus 로고
    • An examination of the factor structure and construct validity of the gregorc style delineator
    • DOI 10.1177/0013164405282459
    • T.G. Reio, and A.K. Wiswell An examination of the factor structure and construct validity of the Gregorc Style Delineator Educational and Psychological Measurement 66 3 2006 489 501 (Pubitemid 43707941)
    • (2006) Educational and Psychological Measurement , vol.66 , Issue.3 , pp. 489-501
    • Reio Jr., T.G.1    Wiswell, A.K.2
  • 57
    • 85010575527 scopus 로고    scopus 로고
    • Cognitive Learning Styles and Academic Performance in Two Postsecondary Computer Application Courses
    • J.L. Ross, M.T.B. Drysdale, and R.A. Schulz Cognitive learning styles and academic performance in two postsecondary computer application courses Journal of Research on Computing in Education 33 4 2001 400 412 (Pubitemid 33329472)
    • (2001) Journal of research on computing in education , vol.33 , Issue.4 , pp. 400-412
    • Ross, J.L.1    Drysdale, M.T.B.2    Schulz, R.A.3
  • 61
    • 79952987491 scopus 로고    scopus 로고
    • Computer aptitude tests as predictors of novice computer programmer performance
    • A. Subramanian, and K. Joshi Computer aptitude tests as predictors of novice computer programmer performance Journal of Information Technology Management 7 1-2 1996 31 41
    • (1996) Journal of Information Technology Management , vol.7 , Issue.12 , pp. 31-41
    • Subramanian, A.1    Joshi, K.2
  • 62
    • 4444328243 scopus 로고    scopus 로고
    • Structural enhancement of learning
    • DOI 10.1016/j.cedpsych.2004.02.001, PII S0361476X04000165
    • D.L. Trumpower, and T.E. Goldsmith Structural enhancement of learning Contemporary Educational Psychology 29 2004 426 446 (Pubitemid 39202904)
    • (2004) Contemporary Educational Psychology , vol.29 , Issue.4 , pp. 426-446
    • Trumpower, D.L.1    Goldsmith, T.E.2
  • 63
    • 70350659593 scopus 로고    scopus 로고
    • The application of the Pathfinder network on assessment: The example of learning about the concepts of astronomy for sixth-grade students (in Chinese)
    • C.Y. Tu The application of the Pathfinder network on assessment: the example of learning about the concepts of astronomy for sixth-grade students (in Chinese). Journal of Education and Psychology 24 2 2001 367 391
    • (2001) Journal of Education and Psychology , vol.24 , Issue.2 , pp. 367-391
    • Tu, C.Y.1
  • 66
    • 33745186205 scopus 로고    scopus 로고
    • Factors affecting the success of non-majors in learning to program
    • DOI 10.1145/1089786.1089788, Proceedings of the 1st International Computing Education Research Workshop, ICER 2005
    • S. Wiedenbeck Factors affecting the success of non-majors in learning to program Proceedings of the first international workshop on computing education research 2005 ACM New York, NY 13 24 (Pubitemid 43907612)
    • (2005) Proceedings of the 1st International Computing Education Research Workshop, ICER 2005 , pp. 13-24
    • Wiedenbeck, S.1
  • 69
    • 2942696935 scopus 로고    scopus 로고
    • A study of factors promoting success in computer science including gender differences
    • B.C. Wilson A study of factors promoting success in computer science including gender differences Computer Science Education 12 1-2 2002 141 164
    • (2002) Computer Science Education , vol.12 , Issue.12 , pp. 141-164
    • Wilson, B.C.1
  • 70
    • 4243157746 scopus 로고    scopus 로고
    • Programming pedagogy - A psychological overview
    • L.E. Winslow Programming pedagogy - a psychological overview SIGCSE Bulletin 28 3 1996 17 22
    • (1996) SIGCSE Bulletin , vol.28 , Issue.3 , pp. 17-22
    • Winslow, L.E.1


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