Abstract
This research compares the strategic processing reported on right after the completion of a reading task with physical traces of the same strategies that were found in the study materials. In addition, both task-specific self-reports and traces of strategies were used to predict performance, both in the task context where the strategy data were generated and in another context. Using a sample of 177 Norwegian tenth-grade students, a quite close correspondence was found between learners’ task-specific self-reports about strategies and the strategies traced in the study materials. Moreover, both self-reports and traces of strategies predicted performance not only on the specific reading task but also beyond that context, on the PISA literacy tests. In both contexts, however, strategy data that traced what learners actually did when working on the reading task seemed to predict performance better than did task-specific self-reports.
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References
Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: Sage.
Alexander, P. A., Graham, S., & Harris, K. R. (1998). A perspective on strategy research: Progress and prospects. Educational Psychology Review, 10, 129–154.
Alexander, P. A., & Murphy, P. K. (1998). Profiling the differences in students’ knowledge, interest, and strategic processing. Journal of Educational Psychology, 90, 435–447.
Alexander, P. A., Murphy, P. K., Woods, B. S., Duhon, K. E., & Parker, D. (1997). College instruction and concomitant changes in students’ knowledge, interest, and strategy use: A study of domain learning. Contemporary Educational Psychology, 22, 125–146.
Alexander, P. A., Sperl, C. T., Buehl, M. M., Fives, H., & Chiu, S. (2004). Modeling domain learning: Profiles from the field of special education. Journal of Educational Psychology, 96, 545–557.
Allan, A. (1997). Begging the questionnaire: Instrument effect on readers’ response to a self-report checklist. Language Testing, 12, 133–156.
Baddeley, A. (1990). Human memory. Hove and London: Erlbaum.
Baker, L., & Cerro, L. C. (2000). Assessing metacognition in children and adults. In G. Schraw & J. C. Impara (Eds.), Issues in the measurement of metacognition (pp. 99–145). Lincoln, NE: Buros Institute of Mental Measurements.
Baumert, J., Fend, H., O’Neil, H. F., & Peschar, J. L. (1998). Prepared for life-long learning: Frame of reference for the measurement of self-regulated learning as a cross curricular competence (CCC) in the PISA Project. Paris: Organization for Economic Cooperation and Development.
Bentsen, J. S., Bohmer, G., & Jenssen, S. (1998). Kultur og samfunn [Culture and society]. Oslo: Gyldendal.
Björnsson, C. H. (1968). Läsbarhet [Readability]. Stockholm: Liber.
Bråten, I., & Samuelstuen, M. S. (2004). Does the influence of reading purpose on reports of strategic text processing depend on students’ topic knowledge? Journal of Educational Psychology, 96, 324–336.
Bråten, I., & Strømsø, H. I. (2006). Effects of personal epistemology on the understanding of multiple texts. Reading Psychology, 27, 457–484.
Bråten, I., Strømsø, H. I., & Olaussen, B. S. (2003). Self-regulated learning and the use of information and communications technology in Norwegian teacher education. In D. M. McInerney & S. Van Etten (Eds.), Research on sociocultural influences on motivation and learning: Sociocultural influences on teacher education programs (Vol. III, pp. 199–221). Greenwich, CT: Information Age Publishing.
Bråten, I., Strømsø, H. I., & Samuelstuen, M. S. (2005). The relationship between Internet-specific epistemological beliefs and learning within Internet technologies. Journal of Educational Computing Research, 33, 141–171.
Byrne, B. M. (1998). Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Mahwah, NJ: Erlbaum.
Coté, N., Goldman, S. R., & Saul, E. U. (1998). Students making sense of informational text: Relations between processing and representation. Discourse Processes, 25, 1–53.
Crain-Thoreson, C., Lippman, M. Z., & McClendon-Magnuson, D. (1997). Windows on comprehension: Reading comprehension processes as revealed by two think-aloud procedures. Journal of Educational Psychology, 89, 579–591.
Dunlap, W. P., Burke, M. J., & Greer, R. (1995). The effect of skew on the magnitude of product-moment correlations. Journal of General Psychology, 122, 365–377.
Ericsson, K. A., & Simon, H. A. (1980). Verbal reports as data. Psychological Review, 87, 215–251.
Eriksen, T.H., Ryssevik, J., & Vardal, L. (1998). I samfunnet [In the society]. Oslo: Universitetsforlaget.
Geisler, C. (1994). Academic literacy and the nature of expertise: Reading, writing, and knowing in academic philosophy. Hillsdale, NJ: Erlbaum.
Graesser, A. C., McNamara, D. S., & Louwerse, M. M. (2003). What do readers need to learn in order to process coherence relations in narrative and expository text? In A. P. Sweet & C. E. Snow (Eds.), Rethinking reading comprehension (pp. 82–98). New York: The Guilford Press.
Hadwin, A. F., & Winne, P. H. (1996). Study strategies have meager support. Journal of Higher Education, 67, 692–715.
Hadwin, A. E., Winne, P. H., & Nesbit, J. C. (2005). Roles for software technologies in advancing research and theory in educational psychology. British Journal of Educational Psychology, 75, 1–24.
Hadwin, A. F., Winne, P. H., Stockley, D. B., Nesbit, J. C., & Woszczyna, C. (2001). Context moderates students’ self-reports about how they study. Journal of Educational Psychology, 93, 477–487.
Hamilton, L. C. (1992). Regression with graphics: A second course in applied statistics. Belmont, CA: Duxbury Press.
Jamieson-Noel, D., & Winne, P. H. (2003). Comparing self-reports to traces of studying behavior as representations of students’ studying and achievement. German Journal of Educational Psychology, 17, 159–171.
Kerlinger, F. N., & Lee, H. B. (2000). Foundations of behavioral research. Forth Worth, TX: Harcourt College Publishers.
King, A. (1992). Comparison of self-questioning, summarizing, and notetaking-review as strategies for learning from lectures. American Educational Research Journal, 29, 303–323.
Kucan, L., & Beck, I. (1997). Thinking aloud and reading comprehension research: Inquiry, instruction, and social interaction. Review of Educational Research, 67, 271–299.
Lahtinen, V., Lonka, K., & Lindblom-Ylänne, S. (1997). Spontaneous study strategies and the quality of knowledge construction. British Journal of Educational Psychology, 67, 13–24.
LaPiere, T. (1934). Attitudes vs. actions. Social Forces, 13, 230–237.
Lewis-Beck, M. S. (1990). Applied regression: An introduction. London: Sage.
Lie, S., Kjaernsli, M., Roe, A., & Turmo, A. (2001). Godt rustet for framtida? Norske 15-åringers kompetanse i lesing og realfag i et internasjonalt perspektiv [Well equipped for the future? Norwegian 15-year olds’ competence in reading and science in international perspective]. University of Oslo: Department of Teacher Education and School Development.
Long, D. L., & Bourg, T. (1996). Thinking aloud: Telling a story about a story. Discourse Processes, 21, 329–339.
Lorch, R. F., Lorch, E. P., & Klusewitz, M. A. (1993). College students’ conditional knowledge about reading. Journal of Educational Psychology, 85, 239–252.
Magliano, J. P., Trabasso, T., & Graesser, A. C. (1999). Strategic processing during comprehension. Journal of Educational Psychology, 91, 615–629.
Menon, G., & Yorkston, E. A. (2000). The use of memory and contextual cues in the formation of behavioral frequency judgments. In A. A. Stone, J. S. Turkkan, C. A. Bachrach, J. B. Jobe, H. S. Kurtzman, & V. S. Cain (Eds.), The science of self-report: Implications for research and practice (pp. 63–79). Mahwah, NJ: Erlbaum.
Morris, C. D., Bransford, J. D., & Franks, J. J. (1977). Levels of processing versus transfer appropriate processing. Journal of Verbal Learning and Verbal Behavior, 16, 519–533.
National Reading Panel (2000). Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction. Washington, DC: National Institute of Child Health and Human Development.
Nesbit, J. C., Winne, P. H., Hadwin, A. F., & Stockley, D. B. (1997). Studying styles revealed by students’ self-reports and traces of studying. Paper presented at the annual meeting of the American Educational Research Association, Chicago, IL (March).
Nilsson, L-G., & Cohen, R. L. (1988). Enrichment and generation in the recall of enacted and non-enacted instructions. In M. M. Gruneberg, P. E. Morris, & R. N. Sykes (Eds.), Practical aspects of memory: Current research and issues, Vol. 1: Memory in everyday life (pp. 427–432). Chichester: Wiley.
Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory. New York: McGraw-Hill.
OECD (2000). Measuring student knowledge and skills: The PISA 2000 assessment of reading, mathematical, and scientific literacy. Paris: Organization for Economic Cooperation and Development.
Pintrich, P. R. (2000). The role of goal orientation in self-regulated learning. In M. Boekaerts, P.R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 451–502). San Diego, CA: Academic.
Pintrich, P. R., Smith, D. A. F., Garcia, T., & McKeachie, W. J. (1993). Reliability and predictive validity of the Motivated Strategies for Learning Questionnaire (MSLQ). Educational and Psychological Measurement, 53, 801–813.
Pintrich, P. R., Wolters, C., & Baxter, G. (2000). Assessing metacognition and self-regulated learning. In G. Schraw & J. C. Impara (Eds.), Issues in the measurement of metacognition (pp. 43–97). Lincoln, NE: Buros Institute of Mental Measurements.
Pressley, M. (2000). Development of grounded theories of complex cognitive processing: Exhaustive within- and between-study analyses of think aloud data. In G. Schraw & J. C. Impara (Eds.), Issues in the measurement of metacognition (pp. 261–296). Lincoln, NE: Buros Institute of Mental Measurements.
Pressley, M., & Afflerbach, P. (1995). Verbal protocols of reading: The nature of constructively responsive reading. Hillsdale, NJ: Erlbaum.
Pressley, M., Van Etten, S., Yokoi, L., Freebern, G., & Van Meter, P. (1998). The metacognition of college studentship: A grounded theory approach. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Metacognition in educational theory and practice (pp. 347–366). Mahwah, NJ: Erlbaum.
Rourke, L., Anderson, T., Garrison, D. R., & Archer, W. (2001). Methodological issues in the content analysis of computer conference transcripts. International Journal of Artificial Intelligence in Education, 12, 8–22.
Saltz, E. (1988). The role of motoric enactment (m-processing) in memory for words and sentences. In M. M. Gruneberg, P. E. Morris, & R. N. Sykes (Eds.), Practical aspects of memory: Current research and issues, Vol. 1: Memory in everyday life (pp. 408–414). Chichester: Wiley.
Samuelstuen, M. S., & Bråten, I. (2005). Decoding, knowledge, and strategies in comprehension of expository text. Scandinavian Journal of Psychology, 46, 107–117.
Samuelstuen, M.S., & Bråten, I. Examining the validity of self-reports on scales measuring students’ strategic processing. British Journal of Educational Psychology (in press).
Samuelstuen, M. S., Bråten, I., & Valås, H. Context effects in Norwegian 10th-grade students’ reports on learning strategies. Scandinavian Journal of Educational Research (in press).
Schraw, G., & Bruning, R. (1996). Readers’ implicit models of reading. Reading Research Quarterly, 31, 290–305.
Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19, 460–475.
Tabachnick, B. G., & Fidell, L. S. (2006). Using multivariate statistics (5th ed.). Boston, MA: Allyn and Bacon.
Tourangeau, R. (2000). Remembering what happened: Memory errors and survey reports. In A. A. Stone, J. S. Turkkan, C. A. Bachrach, J. B. Jobe, H. S. Kurtzman, & V. S. Cain (Eds.), The science of self-report: Implications for research and practice (pp. 29–47). Mahwah, NJ: Erlbaum.
Trabasso, T., & Bouchard, E. (2002). Teaching readers how to comprehend text strategically. In C. C. Block & M. Pressley (Eds.), Comprehension instruction: Research-based best practices (pp. 176–200). New York: Guilford Press.
Van Meter, P., Yokoi, L., & Pressley, M. (1994). College students’ theory of note-taking derived from their perceptions of note-taking. Journal of Educational Psychology, 86, 323–338.
Veenman, M. V. J. (2005). The assessment of metacognitive skills: What can be learned from multi-method designs? In C. Artelt & B. Moschner (Eds.), Lernstrategien und Metakognition: Implikationen für Forschung und Praxis (pp. 75–97). Berlin: Waxmann.
Veenman, M. V. J., Van Hout-Wolters, B. H. A. M, & Afflerbach, P. (2006). Metacognition and learning: Conceptual and methodological considerations. Metacognition and Learning, 1, 3–14.
Vinje, F. E. (1982). Journalistspråket [The journalist language]. Fredrikstad, Norway: Institute for Journalism.
Weinstein, C. E., Husman, J., & Dierking, D. R. (2000). Self-regulation interventions with a focus on learning strategies. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 727–745). San Diego, CA: Academic.
Weinstein, C. E., & Mayer, R. E. (1986). The teaching of learning strategies. In M. C. Wittrock (Ed.), Handbook of research on teaching (3rd ed., pp. 315–327). New York: Macmillan.
Weinstein, C.E., Palmer, D.R., & Shulte, A.C. (2002). LASSI: Learning and Study Strategies Inventory (2nd ed.). Clearwater, FL: H & H Publishing.
Winne, P. H. (2004). Students’ calibration of knowledge and learning processes: Implications for designing powerful software learning environments. International Journal of Educational Research, 41, 466–488.
Winne, P. H. (2006). How software technologies can improve research on learning and bolster school reform. Educational Psychologist, 41, 5–17.
Winne, P. H., & Hadwin, A. F. (1998). Studying as self-regulated learning. In D. J. Hacker, J. Dunlosky, & A. C. Graesser (Eds.), Metacognition in educational theory and practice (pp. 277–304). Mahwah, NJ: Erlbaum.
Winne, P. H., Hadwin, A. F., Stockley, D. B., & Nesbit, J. C. (1997). Traces versus self-reports of study tactics and their relations to achievement. Paper presented at the annual meeting of the American Educational Research Association, Chicago, IL (March).
Winne, P. H., & Jamieson-Noel, D. (2002). Exploring students’ calibration of self reports about study tactics and achievement. Contemporary Educational Psychology, 27, 551–572.
Winne, P. H., Jamieson-Noel, D., & Muis, K. R. (2002). Methodological issues and advances in researching tactics, strategies, and self-regulated learning. In P. R. Pintrich & M. L. Maehr (Eds.), Advances in motivation and achievement, Volume 12: New directions in measures and methods (pp. 121–155). Amsterdam: Elsevier.
Winne, P. H., & Perry, N. E. (2000). Measuring self-regulated learning. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 532–568). San Diego, CA: Academic.
Zimmerman, B. J. (1998). Developing self-fulfilling cycles of academic regulation: An analysis of exemplary instructional models. In D. H. Schunk & B. J. Zimmerman (Eds.), Self-regulated learning: From teaching to self-reflective practice (pp. 1–19). New York: Guilford Press.
Zimmerman, B. J. (2000). Attaining self-regulation: A social cognitive perspective. In M. Boekaerts, P. R. Pintrich, & M. Zeidner (Eds.), Handbook of self-regulation (pp. 13–39). San Diego, CA: Academic.
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Bråten, I., Samuelstuen, M.S. Measuring strategic processing: comparing task-specific self-reports to traces. Metacognition Learning 2, 1–20 (2007). https://doi.org/10.1007/s11409-007-9004-y
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DOI: https://doi.org/10.1007/s11409-007-9004-y