Skip to main content
Log in

Measuring strategic processing: comparing task-specific self-reports to traces

  • Published:
Metacognition and Learning Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: Sage.

    Google Scholar 

  • Alexander, P. A., Graham, S., & Harris, K. R. (1998). A perspective on strategy research: Progress and prospects. Educational Psychology Review, 10, 129–154.

    Article  Google Scholar 

  • Alexander, P. A., & Murphy, P. K. (1998). Profiling the differences in students’ knowledge, interest, and strategic processing. Journal of Educational Psychology, 90, 435–447.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Allan, A. (1997). Begging the questionnaire: Instrument effect on readers’ response to a self-report checklist. Language Testing, 12, 133–156.

    Google Scholar 

  • Baddeley, A. (1990). Human memory. Hove and London: Erlbaum.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • Bentsen, J. S., Bohmer, G., & Jenssen, S. (1998). Kultur og samfunn [Culture and society]. Oslo: Gyldendal.

    Google Scholar 

  • Björnsson, C. H. (1968). Läsbarhet [Readability]. Stockholm: Liber.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Bråten, I., & Strømsø, H. I. (2006). Effects of personal epistemology on the understanding of multiple texts. Reading Psychology, 27, 457–484.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Byrne, B. M. (1998). Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Mahwah, NJ: Erlbaum.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Ericsson, K. A., & Simon, H. A. (1980). Verbal reports as data. Psychological Review, 87, 215–251.

    Article  Google Scholar 

  • Eriksen, T.H., Ryssevik, J., & Vardal, L. (1998). I samfunnet [In the society]. Oslo: Universitetsforlaget.

    Google Scholar 

  • Geisler, C. (1994). Academic literacy and the nature of expertise: Reading, writing, and knowing in academic philosophy. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • 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.

    Google Scholar 

  • Hadwin, A. F., & Winne, P. H. (1996). Study strategies have meager support. Journal of Higher Education, 67, 692–715.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Hamilton, L. C. (1992). Regression with graphics: A second course in applied statistics. Belmont, CA: Duxbury Press.

    Google Scholar 

  • 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.

    Google Scholar 

  • Kerlinger, F. N., & Lee, H. B. (2000). Foundations of behavioral research. Forth Worth, TX: Harcourt College Publishers.

    Google Scholar 

  • King, A. (1992). Comparison of self-questioning, summarizing, and notetaking-review as strategies for learning from lectures. American Educational Research Journal, 29, 303–323.

    Article  Google Scholar 

  • Kucan, L., & Beck, I. (1997). Thinking aloud and reading comprehension research: Inquiry, instruction, and social interaction. Review of Educational Research, 67, 271–299.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • LaPiere, T. (1934). Attitudes vs. actions. Social Forces, 13, 230–237.

    Article  Google Scholar 

  • Lewis-Beck, M. S. (1990). Applied regression: An introduction. London: Sage.

    Google Scholar 

  • 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.

    Google Scholar 

  • Long, D. L., & Bourg, T. (1996). Thinking aloud: Telling a story about a story. Discourse Processes, 21, 329–339.

    Article  Google Scholar 

  • Lorch, R. F., Lorch, E. P., & Klusewitz, M. A. (1993). College students’ conditional knowledge about reading. Journal of Educational Psychology, 85, 239–252.

    Article  Google Scholar 

  • Magliano, J. P., Trabasso, T., & Graesser, A. C. (1999). Strategic processing during comprehension. Journal of Educational Psychology, 91, 615–629.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory. New York: McGraw-Hill.

    Google Scholar 

  • OECD (2000). Measuring student knowledge and skills: The PISA 2000 assessment of reading, mathematical, and scientific literacy. Paris: Organization for Economic Cooperation and Development.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • Pressley, M., & Afflerbach, P. (1995). Verbal protocols of reading: The nature of constructively responsive reading. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • Samuelstuen, M. S., & Bråten, I. (2005). Decoding, knowledge, and strategies in comprehension of expository text. Scandinavian Journal of Psychology, 46, 107–117.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary Educational Psychology, 19, 460–475.

    Article  Google Scholar 

  • Tabachnick, B. G., & Fidell, L. S. (2006). Using multivariate statistics (5th ed.). Boston, MA: Allyn and Bacon.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Vinje, F. E. (1982). Journalistspråket [The journalist language]. Fredrikstad, Norway: Institute for Journalism.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • Weinstein, C.E., Palmer, D.R., & Shulte, A.C. (2002). LASSI: Learning and Study Strategies Inventory (2nd ed.). Clearwater, FL: H & H Publishing.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • Winne, P. H. (2006). How software technologies can improve research on learning and bolster school reform. Educational Psychologist, 41, 5–17.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Article  Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

  • 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.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marit S. Samuelstuen.

Additional information

Authors are listed alphabetically; Bråten and Samuelstuen contributed equally to this article.

Rights and permissions

Reprints and permissions

About this article

Cite this article

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11409-007-9004-y

Keywords

Navigation