The direct and indirect effect of motivation for learning on students' approaches to learning through the perceptions of workload and task complexity

References

• Biggs , J. 2001 . “ Enhancing learning: A matter of style or approach? ” . In Perspectives on thinking, learning and cognitive styles , Edited by: Sternberg , R.J. and Zhang , L. 73 – 102 . Mahwah, NJ : Lawrence Erlbaum .
   Google Scholar
• Biggs , J. , Kember , D. and Leung , D.Y.P. 2001 . The revised two‐factor study process questionnaire: R‐SPQ‐2F . British Journal of Educational Psychology , 71 (1) : 133 – 149 .
   PubMed Web of Science ®Google Scholar
• Braarud , P. 2001 . Subjective task complexity and subjective workload: Criterion validity for complex team tasks . International Journal of Cognitive Ergonomics , 5 (3) : 261 – 273 .
   Google Scholar
• Campbell , D.J. 1988 . Task complexity: A review and analysis . Academy of Management Review , 13 (1) : 40 – 52 .
   Google Scholar
• Deci , E.L. and Ryan , R.M. 2004 . Handbook of self‐determination research , Rochester, NY : University of Rochester Press .
   Google Scholar
• Diseth , A. , Pallesen , S. , Hovland , A. and Larsen , S. 2006 . Course experiences, approaches to learning and academic achievement . Education and Training , 48 (2–3) : 156 – 169 .
   Google Scholar
• Entwistle , N. J. 1991 . Approaches to learning and perceptions of the learning environment. Introduction to the special issue . Higher Education , 22 (3) : 201 – 204 .
   Google Scholar
• Entwistle , N. , McCune , V. and Walker , P. 2001 . “ Conceptions, styles and approaches within higher education: Analytical abstractions and everyday experience ” . In Perspectives on cognitive, learning and thinking styles , Edited by: Sternberg , R.J. and Zhang , L.‐F. 103 – 136 . Mahwah, NJ : Lawrence Erlbaum Associates .
   Google Scholar
• Entwistle , N.J. and Ramsden , P. 1983 . Understanding student learning , London : Croom Helm .
   Google Scholar
• Glouberman , S. and Zimmerman , B. 2002 . Complicated and complex systems: What would successful reform of Medicare look like? , Commission on the Future of health care in Canada . Retrieved January 4, 2008, from http://www.healthandeverything.org/files/Glouberman_E.pdf
   Google Scholar
• Haerem , T. and Rau , D. 2007 . The influence of degree of expertise and objective task complexity on perceived task complexity and performance . Journal of Applied Psychology , 92 (5) : 1320 – 1331 .
   Google Scholar
• Hart , S.G. and Staveland , L.E. 1988 . “ Development of NASA‐TLX (Task Load Index): Results of empirical and theoretical research ” . In Human mental workload , Edited by: Hancock , P.A. and Meshkati , N. 139 – 183 . Amsterdam : North‐Holland .
   Google Scholar
• Heikkilä , A. and Lonka , K. 2006 . Studying in higher education: Students' approaches to learning, self‐regulation and cognitive strategies . Studies in Higher Education , 31 (1) : 99 – 117 .
   Web of Science ®Google Scholar
• Hounsell , D. 1984 . “ Learning and essay‐writing ” . In The experience of learning: Implications for teaching and studying in higher education , Edited by: Marton , F. , Hounsell , D. and Entwistle , N. 103 – 123 . Edinburgh : Scottish Academic Press .
   Google Scholar
• Kember , D. 2004 . Interpreting student workload and the factors which shape students' perceptions of their workload . Studies in Higher Education , 29 (2) : 165 – 184 .
   Web of Science ®Google Scholar
• Kember , D. , Charlesworth , M. , Dabies , H. , MacKay , J. and Stott , V. 1997 . Evaluating the effectiveness of educational innovations: Using the study process questionnaire to show that meaningful learning occurs . Studies in Educational Evaluation , 23 (2) : 141 – 157 .
   Google Scholar
• Kember , D. , Leung , D.Y.P. and McNaught , C. 2008 . A workshop activity to demonstrate that approaches to learning are influenced by the teaching and learning environment . Active Learning in Higher Education , 9 (1) : 43 – 56 .
   Google Scholar
• Mangos , P.M. and Steele‐Johnson , D. 2001 . The role of subjective task complexity in goal orientation, self‐efficacy and performance relations . Human Performance , 14 (2) : 169 – 186 .
   Google Scholar
• Marton , F. and Säljö , R. 1997 . “ Approaches to learning ” . In The experience of learning: Implications for teaching and studying in higher education , Edited by: Marton , F. , Hounsell , D. and Entwistle , N. 39 – 58 . Edinburgh : Scottish Academic Press .
   Google Scholar
• Mennin , S. 2007 . Small‐group problem‐based learning as a complex adaptive system . Teaching and Teacher Education , 23 (3) : 303 – 313 .
   Google Scholar
• Minbashian , A. , Huon , G.F. and Bird , K.D. 2004 . Approaches to studying and academic performance in short‐essay exams . Higher Education , 47 (2) : 161 – 176 .
   Google Scholar
• Nijhuis , J. , Segers , M. and Gijselaers , W. 2008 . The extent of variability in learning strategies and students' perceptions of the learning environment . Learning and Instruction , 18 (2) : 121 – 134 .
   Google Scholar
• Pintrich , P.R. 2004 . A conceptual framework for assessing motivation and self‐regulate learning in college students . Educational Psychology Review , 16 (4) : 385 – 407 .
   Web of Science ®Google Scholar
• Ramsden , P. 1992 . Learning to teach in higher education , London : Kogan Page .
   Google Scholar
• Ryan , R.M. and Connell , J.P. 1989 . Perceived locus of causality and internalization: Examining reasons for acting in two domains . Journal of Personality and Social Psychology , 57 (5) : 749 – 761 .
   PubMed Web of Science ®Google Scholar
• Ryan , R.M. and Deci , E.L. 2000 . Self‐determination theory and the facilitation of intrinsic motivation, social development, and well‐being . American Psychologist , 55 (1) : 68 – 78 .
   PubMed Web of Science ®Google Scholar
• Smith , S.N. and Miller , R.J. 2005 . Learning approaches: Examination type, discipline of study and gender . Educational Psychology , 25 (1) : 43 – 53 .
   Google Scholar
• Stahl , E. , Pieschl , S. and Bromme , R. 2006 . Task complexity, epistemological beliefs and metacognitive calibration: An exploratory study . Journal of Educational Computing Research , 35 (4) : 319 – 338 .
   Google Scholar
• Stes , A. , De Maeyer , S. and Van Petegem , P. Students' study approaches: A study into the validity and reliability of a Dutch version of the R‐SPQ‐2F . Paper presented at the meeting of the European learning styles information network . Gent, Belgium. June .
   Google Scholar
• Struyven , K. , Dochy , F. , Janssens , S. and Gielen , S. 2006 . On the dynamics of students' approaches to learning: The effects of the teaching/learning environment . Learning and Instruction , 16 (4) : 279 – 294 .
   Google Scholar
• Trigwell , K. and Prosser , M. 1991 . Improving the quality of student learning: The influence of learning context and student approaches to learning on learning outcomes . Higher Education , 22 (3) : 251 – 266 .
   Web of Science ®Google Scholar
• Vansteenkiste , M. , Lens , W. and Deci , E.L. 2006 . Intrinsic versus extrinsic goal contents in self‐determination theory: Another look at the quality of academic motivation . Educational Psychologist , 41 (1) : 19 – 31 .
   Google Scholar
• Wilson , K.L. , Lizzio , A. and Ramsden , P. 1997 . The development, validation and appreciation of the Course Experience Questionnaire . Studies in Higher Education , 22 (1) : 33 – 53 .
   Web of Science ®Google Scholar