Abstract
The development of two dominant research traditions is described: students' approaches to learning (SAL) and information processing (IP). The development of the third tradition, self-regulated learning (SRL) is added. SAL is based on European research, whereas IP and SRL are more typical background ideas for North-American research. The most central conceptual frameworks behind these traditions are analyzed. These frameworks form the foundations for the most common inventories used in higher education to measure university students' learning and studying. A larger multilayered perspective is then outlined with three levels of context: general, course-specific, and situational. The other contributions to this Special issue are discussed in relation to this larger picture.
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REFERENCES
Beaty, L., Gibbs, G., and Morgan, A. (1997). Learning orientations and study contracts. In Marton, F., Hounsell, D. J., and Entwistle, N. J. (eds.), The Experience of learning(2nd edn.), Scottish Academic Press, Edinburgh, pp. 72–88.
Becher, T. (1989). Academic Tribes and Territories. Intellectual Enquiry and the Cultures of Disciplines, The Society for Research into Higher Education and Open University Press, Milton Keynes.
Beishuizen, J., Stoutjesdijk, E., and van Putten, K. (1994). Studying textbooks: Effects of learn-ing styles, study tasks, and instruction. Learn. Instruct.4: 151–174.
Bereiter, C., and Scardamalia, M. (1993). Surpassing Ourselves. An Inquiry Into the Nature of Expertise, Open Court, Chicago.
Bergenhenegouwen, G. (1987). Hidden curriculum in the university. Higher Educ.16: 535–543.
Bienenstock, E., and Stoloff, J. (1995). An empirical test of the cultural capital hypothesis. Rev. Black Polit. Econ.23: 7–28.
Biggs, J. (1979). Individual differences in study processes and the quality of learning outcomes. Higher Educ.8: 381-394.
Biggs, J. (1993). What do inventories of students’ learning processes really measure? A theo-retical review and clarification. Br. J. Educ. Psychol.63: 3–19.
Biggs, J. B. (1985). The role of metalearning in study processes. Br. J. Educ. Psychol.55: 185–212.
Boekaerts, M. (1996). Personality and the psychology of learning. Eur. J. Pers.10: 377–404.
Boekaerts, M., and Niemivirta, M. (2000). Self-regulation in learning: Finding a balance be-tween learning and ego-protective goals. In Boekaerts, M., Pintrich, P. R., and Zeidner, M. (eds.), Handbook of of Self-Regulation, Academic Press, San Diego, pp. 417–450.
Boud, D., and Feletti, G. (eds.) (1997). The Challenge of Problem-Based Learning, Kogan Page, London.
Bourdieu, P. (1986). The forms of capital. In Richardson, J. G. (ed.), Handbook of Theory and Research for the Sociology of Education, Greenwood Press, New York, pp. 241–258.
Bowden, J., and Marton, F. (1998). The University of Learning. Beyond Quality and Compe-tence in Higher Education, Kogan Page, London.
Bromme, R., and Tillema, H. (1995). Fusing experience and theory: The structure of profes-sional knowledge. Learn. Instruct.5: 261–267.
Bruner, J. S. (1996). The Culture of Education, Harvard University Press.
Butler, D. L., and Winne, P. H. (1995). Feedback and self-regulated learning: A theoretical synthesis. Rev. Educ. Res.65: 245–281.
Clark, B., and Trow, M. (1966). The organisational context. In Newcomb, T., and Wilson, E. (eds.), College Peer Groups. Problems and Prospects to Research, Adline Publishing, Birmingham, pp. 17–70.
Dart, B. C. (1994). A goal-mediational model of personal and environmental influences on tertiary students’ learning strategy use. Higher Educ.28: 453–470.
Dweck, C., and Bempechat, J. (1983). Children's theories of intelligence: Consequences for learning. In Paris, S., Olson, G., and Stevenson, H. (eds.), Learning and Motivation in the Classroom, pp. 239–256.
Entwistle, J., and Tait, H. (1990). Approaches to learning, evaluations of teaching, and prefer-ences for contrasting academic environments. Higher Educ.19: 169–194.
Entwistle, N. (1986). Styles of Learning and Teaching. An Integrated Outline of Educational Psychology for Students, Teachers, and Lecturers, Wiley, Great Britain.
Entwistle, N. (1991). Approaches to learning and perceptions of the learning environment: Introduction to the special issue. Higher Educ.22: 201–204.
Entwistle, N., and Entwistle, D. (2003). Preparing for examinations: The interplay of memo-rizing and understanding, and the development of knowledge objects. Higher Educ. Res.Dev.22(1): 19–41.
Entwistle, N. J., Meyer, J. H. F., and Tait, H. (1991). Student failure: Disintegrated perceptions of studying and the learning environment. Higher Educ.21: 249–261.
Entwistle, N., and Ramsden, P. (1983). Understanding Student Learning, Croom Helm, London.
Eronen, S., Nurmi, J.-E., and Salmela, K. (1998) Optimistic, defensive-pessimistic, impulsive, and self-handicapping strategies in university environments. Learn. Instruct.8(2): 159–177.
Greenhalgh, T. (2001). Computer assisted learning in undergraduate medical education (clin-ical research edn.). BM J, 322(7277): 40–44.
Gurtner, J.-L., Monnard, I., and Genoud, P. A. (2001). Towards a Multilayer Model of Context and its impact on motivation. In Volet, S., and J¨ arvel ¨ a, S. (eds.), Motivation in Learning Contexts. Theoretical Advances and Methodological Implications, Pergamon, Amsterdam, pp. 189–208.
Hofer, B. K., and Pintrich, P. R. (1997). The development of epistemological theories: Beliefs about knowledge and knowing and their relation to learning. Rev. Educ. Res.67: 88–140.
Honkim¨ aki, S., and Tynj¨al¨a, P. (2001). Changes of university students’ study orientations and their learning experiences in innovative courses. Paper presented at The 9th European Conference on Learning and Instruction, Fribourg, Switzerland, August 28–September 1, 2001.
Kaldeway, J., and Korthagen, F. (1995). Training in studying in higher education: Objectives and effects. Higher Educ.30: 81–98.
Kolb, D. A. (1984). Experiential Learning. Experience as a Source of Learning and Develop-ment, Prentice-Hall, Englewood Cliffs, NJ.
Kolb, D. A., Rubin, I. M., and McIntyre, J. M. (1971). Organizational Psychology: An Experi-ential Approach, Prentice-Hall, Englewood Cliffs, NJ.
Krapp, A., and Lewalter, D. (2001). Development of interests and interest-based motivational orientations: A longitudinal study in vocational school and work settings. In Volet, S., and J¨arvel¨a, S. (eds.), Motivation in Learning Contexts. Theoretical Advances and Methodolog-ical Implications, Pergamon, Amsterdam, pp. 209–232.
Laurillard (1993). Rethinking University Teaching: A Framework for the Effective Use of Edu-cational Technology, Routledge, London.
Lehtinen, E., Vauras, M., Salonen, P., Olkinuora, E., and Kinnunen, R. (1995). Long-term development of learning activity: Motivational, cognitive, and social interaction. Educ. Psychol.30: 21–35.
Lindblom-Yl¨ anne, S., and Lonka, K. (1999). Individual ways of interacting with the learning environment—Are they related to study success? Learn. Instruct.9: 1–18.
Lindblom-Yl¨ anne, S., and Lonka, K. (2000). Individual study orchestrations of high achieving university students. Eur. J. Educ. Psychol.15: 19–32.
Lindblom-Yl¨ anne, S., and Lonka, K. (2001). Medical students’ perceptions of the assessment practices. Adv. Health Sci. Educ.6: 121–140.
Linnenbrink, E. A., and Pintrich, P. R. (2001). Multiple goals, multiple contexts: The dynamic interplay between personal goals and contextul goal stresses. In Volet, S., and J¨arvel¨a, S.(eds.), Motivation in Learning Contexts. Theoretical Advances and Methodological Im-plications(Advances in learning and instruction series), Elsevier Science, Amsterdam, pp. 3–14.
Lompscher, J. (1998). Learning strategy research: Some results, problems, and prospects. In Flem, A., and Karlsdottir, R. (eds.), Learning Strategies and Skill learning. Essays in Hon-our of Nils Sovik, Den Kongelige Norske Videnskabers Selskap, Skrifter 4, Tapir Forlag, Trondheim, pp. 13–32.
Lonka, K. (1997). Explorations of Constructive Processes in Student Learning, Academic dis-sertation, University of Helsinki.
Lonka, K., and Lindblom-Yl¨ anne, S. (1996). Epistemologies, conceptions of learning, and study practices in medicine and psychology. Higher Educ.31: 5–24.
Lonka, K., Lindblom-Yl¨ anne, S., Nieminen, J., and Hakkarainen, K. (2001). Conceptions of learning and personal epistemologies: Are they intertwined? Paper presented at Earli Conference, Fribourg, Switzerland, August 28–September 1, 2001.
Lonka, K., Vesikansa, S., and Lindblom-Ylanne, S. (2000). Finnish university students’ study motivation. Paper presented at WATM Symposium, Leuven, Belgium, May 12–15, 2000.
Maehr, M. (1983). On doing well in science: Why Johnny no longer excels; Why Sarah never did. In Paris, S., Olson, G., and Stevenson, H. (eds.), Learning and Motivation in the Class-room, pp. 179–210.
M¨ akinen, J. (1999). Students’ study orientations in the beginning of their studies. In Kallioinen, O., M¨ akinen, J., and Toiskallio, J. (eds.), Orientaatiot ja mielekkyys upseerikoulutuksessa, Military Academy of Finland, Helsinki, Publications. 3(1): 13–22. (In Finnish)
M¨ akinen, J., and Olkinuora, E. (1999). University Students’ Study Orientations: Theoretical Expectations and Empirical Findings.Published in EducatiON-LINE: Electronic texts in education and training. (http://www.leeds.ac.uk/educol/documents/00001254.doc)
M¨ akinen, J., and Olkinuora, E. (2004). University students’ situational reaction tendencies: Reflections on general study orientations, learning strategies, and study success. Scan. J.Educ. Res.48(5).
M¨ akinen, J., and Olkinuora, E. (2000). Study careers in higher education: Interaction of stu-dents’ cultural background and their study orientations.Paper presented at “Management of education and Learning in a Changing Context,” Oslo, Norway, November 10–12, 2000.
M¨ akinen, J., Olkinuora, E., and Lonka, K. (2002). Orientations to studying in Finnish higher education. Comparison of study orientations in university and vocational higher educa-tion. In Pantzar, E. (ed.), Perspectives on the Age of the Information Society,Tampere University Press, Tampere, Finland.
M¨ akinen, J., Olkinuora, E., and Lonka, K. (2004). Students at risk: How to predict study prob-lems in higher education? Students’ general study orientations and abandoning the course of the studies. Higher Educ.48(2): 173–188.
M¨ akinen, J., Olkinuora, E., and Tynj¨al¨a, P. (1999). Growing demands of skills and knowledge—learning and the development of expertise in information society. Anal.Teach.20(1): 19–28.
M¨ akinen, J., and Vainiomaki, P. (2002). One step towards expertise: The role of the attach-ment period in general practice. Med. Teacher24(1): 102–104.
Marton, F. (1986). Some reflections on the improvement of learning. In Bowden, J. A. (Ed.), Student Learning: The Marysville Symposium, Center for the Study of Higher Education, The University of Melbourne, pp. 205–224.
Marton, F., Hounsell, D., and Entwistle, N. J. (1984). The Experience of Learning, Scottish Academic Press, Edinburgh.
Marton, F., and S¨alj¨o, R. (1976). On qualitative differences in learning: I. Outcome and pro-cess. Br. J. Educ. Psychol.46: 4–11.
Meyer, J. H. F. (1991). Study orchestration: The manifestation, interpretation and conse-quences of contextualised approaches to studying. Higher Educ.22: 297–316.
Meyer, J. H. F., Parsons, P., and Dunne, T. T. (1990). Individual study orchestrations and their association with learning outcome. Higher Educ.20: 67–89.
Nicholls, J. (1983). Conceptions of ability and achievement motivation: A theory and its im-plications for education. In Paris, S., Olson, G., and Stevenson, H. (eds.), Learning and Motivation in the Classroom, pp. 211–237.
Olkinuora, E., and Salonen, P. (1992). Adaptation, motivational orientation, and cogni-tion in a subnormally performing child: A systemic perspective for training. In Wong, B. Y. L. (ed.), Contemporary Intervention Research in Learning Disabilities, Springer-Verlag, New York, pp. 190–213.
Parsons, T. (1961). An outline of the social system. In Parsons, T., Shils, E., Naegele, K., and Pitts, J.(eds.),Theories of Society, Free Press, Glencoe, IL, pp. 30–79.
Pask, G. (1976). Styles and strategies of learning. Br. J. Educ. Psychol.46(2): 128–148.
Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In Boekaerts, M., Pintrich, P. R., and Zeidner, M. (eds.), Handbook of Self-Regulation, Academic Press, San Diego, CA, pp. 451–502.
Pintrich, P. R., Smith, D. A. F., Garcia, T., and McKeachie, W. J. (1991). A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ), National Center for Research to Improve Postsecondary Teaching and Learning, Ann Arbor, MI.
Ramsden, P. (1988). Context and strategy: Situational influences on learning. In Schmeck, R. R. (ed.), Learning Strategies and Learning Styles, Plenum Press, New York, pp. 159–184.
Resnick, L., S¨alj¨o, R., Pontecorvo, C., and Burge, B. (eds.) (1997). Discourse, Tools, and Rea-soning.Essays on Situated Cognition, Springer-Verlag, Berlin.
Richardson, J. T. E. (2000). Researching Student Learning: Approaches to Studying in Camppus-Based and Distance Education, SRHE and Open University Press, Bucking-ham, UK.
Ryan, M. P. (1984). Monitoring text comprehension: Individual differences in epistemological standards. J. Educ. Psychol.76: 248–258.
Salonen, P., Lehtinen, E., and Olkinuora, E. (1998). Expectations and beyond: The develop-ment of motivation and learning in a classroom context. In Brophy, J. (ed.), Advances in Research on Teaching, Vol. 7, JAI Press, London, pp. 111–150.
Schutz, A. (1970). Reflections on the Problem of Relevance, Yale University Press, New Haven, CT.
Schutz, A., and Luckmann, T. (1973). The Structures of the Life-World, Northwestern U.P., Evanston.
Stipek, D. J., and Weisz, J. R. (1981). Perceived personal control and academic achievement.Rev. Educ. Res.51: 101–137.
S¨ aljo, R. (1979). Learning in the Learner's Perspective I. Some Common Sense Conceptions, Reports from the Institute of Education No. 76, University of Gothenburg, Sweden.
Tait, H., and Entwistle, N. J. (1996). Identifying students at risk through ineffective study strategies. Higher Educ.31: 97–116.
Tait, H., Entwistle, N. J., and McCune, V. (1998). ASSIST: A reconceptualisation of the Ap-proaches to Studying Inventory. In Rust, C. (ed.), Improving Student Learning: Improving Students as Learners,Oxford Centre for Staff and Learning Development, Oxford.
Trigwell, K., and Prosser, M. (1996). Congruence between intention and strategy in science teachers’ approach to teaching. Higher Educ.32: 77–87.
Trigwell, K., Prosser, M., and Waterhouse, F. (1999). Relations between teachers’ approaches to teaching and students’ approaches to learning. Higher Educ.37: 57–70.
Urdan, T., and Maehr, M. (1995). Beyond a two-goal theory of motivation and achievement: A case for social goals. Rev. Educ. Res.65: 213–243.
Van Rossum, E. J., and Schenk, S. (1984). The relationship between learning conception, study strategy and learning outcome. Br. J. Educ. Psychol.54: 73–83.
Vauras, M., Salonen, P., Lehtinen, E., and Lepola, J. (2001). Long-term development of mo-tivation and cognition in family and school contexts. In Volet, S., and J¨ arvel ¨ a, S. (eds.), Motivation in Learning Contexts. Theoretical Advances and Methodological Implications, Pergamon, Amsterdam, pp. 295–315.
Vermetten, Y. J., Lodewijks, H. G., and Vermunt, J. D. (1999) Consistency and variability of learning strategies in different university courses. Higher Educ.37: 1–21.
Vermunt, J. D. (1996). Metacognitive, cognitive and affective aspects of learning styles and strategies: A phenomenographic analysis. Higher Educ.31: 25–50.
Vermunt, J. D. (1998). The regulation of constructive learning processes. Br. J. Educ. Psychol.68: 149–171.
Vermunt, J. D., and van Rijswijk, F. A. (1988). Analysis and development of students’ skill in self-regulated learning. Higher Educ.17: 647–682.
Vermunt, J. D., and Verloop, N. (1999). Congruence and friction between learning and teach-ing.Learn. Instruct.9: 257–264.
Volet, S. (2001a). Understanding learning and motivation in context: A multi-dimensional and multi-level cognitive-situative perspective. In Volet, S., and J¨ arvel ¨ a, S. (eds.), Motivation in Learning Contexts. Theoretical Advances and Methodological Implications, Pergamon, Amsterdam, pp. 57–84.
Volet, S. (2001b). Emerging trends in recent research on motivation in learning. In Volet, S., and J¨ arvel ¨ a, S. (eds.), Motivation in Learning Contexts. Theoretical Advances and Method-ological Implications, Pergamon, Amsterdam, pp. 319–334.
Weinstein, C. E., and Mayer, R. E. (1986). The teaching of learning strategies. In Wittrock, M.C. (ed.), Handbook of research on teaching, 3rd ed. (pp. 315–327). MacMillan, New York.
Ylijoki, O.-H. (2000). Disciplinary cultures and the moral order of studying. A case study of four Finnish university departments. Higher Educ.39: 339–362.
Zeegers, P. (2001). Approaches to learning in science: A longitudinal study. Br. J. Educ.Psychol.71: 115–132.
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Lonka, K., Olkinuora, E. & Mäkinen, J. Aspects and Prospects of Measuring Studying and Learning in Higher Education. Educational Psychology Review 16, 301–323 (2004). https://doi.org/10.1007/s10648-004-0002-1
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DOI: https://doi.org/10.1007/s10648-004-0002-1