Abstract
Posing questions about an article might improve one’s knowledge—a cognitive function, or monitor one’s thought processes—a metacognitive function. This study focuses on guided question posing while using a metacognitive strategy by 12th grade honors chemistry students. We investigated the ways by which the metacognitive strategy affected students’ skills to pose complex questions and to analyze them according to a specially designed taxonomy. Our learning unit, Case-based computerized laboratories, emphasizes learning through chemical case studies, accompanied by tasks, that call for posing questions to which the answer cannot be found in the text. Teachers equipped their students with a metacognitive strategy for assessing the quality of their own questions and characterizing them according to a three-component taxonomy: content, thinking level, and chemistry understanding levels. The participants were 793 experimental and 138 comparison chemistry students. Research instruments included interviews and case-based-questionnaires. Interviews with students revealed that using the metacognitive strategy the students had been taught, they were capable of analyzing the questions they generated with the taxonomy. The questionnaires showed that students significantly improved their question posing skill, as well as the complexity level of the questions they posed. A significant difference was found in favor of the experimental group students. Stimulating students to generate complex questions with a metacognitive strategy in mind enabled them to be aware of their own cognitive process and to self-regulate it with respect to the learning task.
Similar content being viewed by others
Notes
Modeling skills pertain to constructing and manipulating atomic and molecular models are a necessity in chemical education.
Students were allowed to choose to respond to questions related to a subset of the examined skills.
The research included comparison students only in the 2nd and 3rd year.
A mixed linear model is a generalization of the standard linear model, where the data are permitted to exhibit correlation and non-constant variability.
References
Abed, A., & Dori, Y. J. (2007). Fostering question posing and inquiry skills of high school Israeli Arab students in a bilingual chemistry learning environment. Proceedings of the Annual Meeting of the National Association for Research in Science Teaching (NARST), New Orleans, LA, USA.
Adey, P., & Shayer, M. (1993). An exploration of long-term far-transfer effects following an extended intervention program in high school science curriculum. Cognition and Instruction, 11, 1–29.
Adey, P., & Shayer, M. J. (1994). Really raising standards. London: Routledge.
Aldridge, M. (1989). Student questioning. A case for freshmen academic empowerment. Research and Teaching in Developmental Education, 5(2), 17–24.
Arzi, H., & White, R. T. (1986). Questions on students’ questions. Research in Science Education, 16, 82–91.
Barnea, N. (2002). Updating high school chemistry syllabus: the process of change. 17th International Conference on Chemical Education (17th ICCE). Beijing, China.
Becker, R. R. (2000). The critical role of students’ questions in literacy development. The Educational Forum, 64, 261–271.
Ben Zvi, R., Eylon, B., & Silberstein, Y. (1987). Students visualisation of a chemical reaction. Education in Chemistry, 24, 117–120.
Brown, A. L. (1987). Metacognition, executive control, self regulation and other more mysterious mechanisms. In F. E. Weiner & R. H. Kluwe (Eds.), metacognition, motivation, and understanding. Hillsdale, NJ: Erlbaum.
Brown, A. L. (1980). Metacognitive development and reading. In R. J. Spiro, B. B. Bruce, & W. F. Brewer (Eds.), Theoretical issues in reading comprehension (pp. 453–481). Hillsdale, NJ: Lawrence Erlbaum Associates.
Butler, D. L., & Winne, P. H. (1995). Feedback and self-regulated learning: A theoretical synthesis. Review of Educational Research, 65, 245–282.
Davey, B., & McBride, S. (1986). Effects of question-generation training on reading comprehension. Journal of Educational Psychology, 78, 256–262.
Denzin, N. K., & Lincoln, Y. S. (2000). The discipline and the practice of qualitative research. In N. K. Denzin & Y. S. Lincoln (Eds.), Handbook of qualitative research. London: SAGE Publications LTD.
Dillon, J. T. (1988). The remedial status of student questioning. Journal of Curriculum studies, 20, 197–210.
Dori, Y. J. (2003). From nationwide standardized testing to school-based alternative embedded assessment in Israel: Students’ performance in the “Matriculation 2000” project. Journal of Research in Science Teaching, 40(1), 34–52.
Dori, Y. J., & Hameiri, M. (1998). The “Mole environment” studyware: Applying multidimensional analysis to quantitative chemistry problems. International Journal of Science Education, 20, 317–333.
Dori, Y. J., & Hameiri, M. (2003). Multidimensional analysis system for quantitative chemistry problems—Symbol, macro, micro and process aspects. Journal of Research in Science Teaching, 40(3), 278–302.
Dori, Y. J., & Herscovitz, O. (1999). Question posing capability as an alternative evaluation method: Analysis of an environment case study. Journal of Research in Science Teaching, 36, 411–430.
Dori, Y. J., & Herscovitz, O. (2005). Case-based long-term professional development of science teachers. International Journal of Science Education, 27(12), 1413–1446.
Dori, Y. J., & Sasson, I. (2008). Chemical understanding and graphing skills in an honors case-based computerized chemistry laboratory environment: The value of bidirectional visual and textual representations. Journal of Research in Science Teaching, 45(2), 219–250.
Dori, Y. J., Sasson, I., Kaberman, Z., & Herscovitz, O. (2004). Integrating case-based computerized laboratories into high school chemistry. The Chemical Educator, 9, 1–5.
Dori, Y. J., Tal, R. T., & Tsaushu, M. (2003). Teaching biotechnology through case studies. Can we improve higher order thinking skills of non-science majors? Science Education, 87.
Flavell, J. H. (1976). Metacognitve aspects of problem solving. In L. B. Resnick (Ed.), The nature of intelligence (pp. 231–235). Hillsdale, NJ: Erlbaum.
Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive-developmental inquiry. American Psychologist, 34, 906–911.
Flavell, J. H. (1981). Cognitive monitoring. In W. P. Dickson (Ed.), Children’s oral communication skills. New York: Academic Press.
Flavell, J. H. (1987). Speculations about the nature and development of metacognition. In F. E. Weiner & R. H. Kluwe (Eds.), Metacognition, motivation, and understanding (pp. 21–29). Hillsdale, NJ: Lawrence Erlbaum.
Gabel, D. L. (1998). The complexity of chemistry and implications for teaching. In B. J. Fraser & K. J. Tobin (Eds.), International handbook of science education (pp. 233–248). Great Britain: Kluwer Academic Publishers.
Gabel, D. L., & Bunce, D. M. (1994). Research on problem solving: Chemistry. In D. L. Gabel (Ed.), Handbook of research on science teaching and learning (pp. 301–326). New York: Macmillan Publishing Company.
Gabel, D. L., & Sherwood, R. D. (1984). Analyzing difficulties with mole concept tasks by using familiar analog tasks. Journal of Research in Science Teaching, 21, 843–851.
Garner, R., & Alexander, P.A. (1989). Metacognition: Answered and unanswered questions. Educational Psychologist, 24, 143–158.
Gillespie, C. S., Ford, K. L., Gillespie, R. D., & Leavell A. G. (1996). Portfolio assessment: Some questions, some answers, some recommendations. Journal of Adolescent & Adult Literacy, 39, 480–491.
Gourgey, A. F. (1998). Metacognition in basic skills instruction. Instructional Science, 26(1–2), 81–96.
Hartman, H. J. (1994). From reciprocal teaching to reciprocal education. Journal of Developmental Education, 18(1), 2–8. 32.
Hofstein, A., Navon, O., Kipnis, M., & Mamol-Naaman, R. (2005). Developing students’ ability to ask more and better questions resulting from inquiry-type chemistry laboratories. Journal of Research in Science Teaching, 42, 791–806.
Hofstein, A., Shore, R., & Kipnis, M. (2004). Providing high school chemistry students with opportunities to develop learning skills in an inquiry-type laboratory – A case study. International Journal of Science Education, 26, 47–62.
Johnstone, A. H. (1991). Why is science difficult to learn? Things are seldom what they seem. Journal of Computer Assisted Learning, 7, 75–83.
Johnston, R. B., & Onwuegbuzie, A. J. (2004). Mixed method research: A research paradigm whose time has come. Educational Researcher, 33, 14–26.
Kaberman, Z. & Dori, Y. J. (2008). Question posing, inquiry, and modeling skills of high school chemistry students in the case-based computerized laboratory environment. International Journal of Science and Mathematics Education. In press.
King, A. (1989). Effects of self-questioning training on college students’ comprehension of lectures. Contemporary Educational Psychology, 14(4), 366–381.
King, A. (1994). Autonomy and question asking: The role of personal control in guided student-generated questioning. Learning and Individual Differences, 5, 163–185.
King, A., & Rosenshine, B. (1993). Effects of guided cooperative questioning on children’s knowledge construction. Journal of Experimental Education, 6(12), 127–148.
Koch, A. (2001). Training in metacognition and comprehension of physics texts. Science Education, 85, 758–768.
Marbach-Ad, G., & Claassen, L. (2001). Improving students’ questions in inquiry labs. American Biology Teacher, 63, 410–419.
Marbach-Ad, G., & Sokolove, P. G. (2000). Can undergraduate biology students learn to ask higher level questions. Journal of Research in Science Teaching, 37, 854–870.
Nakhleh, M. B. (1992). Why some students don’t learn chemistry. Journal of Chemical Eduction, 69, 191–196.
National Research Council. (1996). National education standarts. Washington, DC: National Academy of Sciences.
Notle, R. & Singer, H. (1985). Active comprehension: Teaching a process of reading comprehension and its effects on reading achievement. The Reading Teacher, 39, 24–31.
Palinscar, A. S., & Brown, A. L. (1984). Reciprocal teaching of comprehension-fostering and comprehension-monitoring activities. Cognition and Instruction, 2, 117–175.
Paris, S. G., & Myers, M. (1981). Comprehension monitoring, memory and study strategies of good and poor readers. Journal of Reading Behavior, 13(1), 5–22.
Paris, S. G., & Winograd, P. (1990). How metacognition can promote academic learning and instruction. In B.F. Jones & L. Idol (Eds.), Dimensions of thinking and cognitive instruction (pp. 15–51). Hillsdale, NJ: Lawrence Erlbaum.
Pintrich, P. R. (2002). The role of metacognitive knowledge in learning, teaching and assessing. Theory into Practice, 41(4), 219–225.
Pintrich, P. R., Wolters, C., & Baxter, G. (2000). Assessing metacognition and self-regulated learning. In G. Schraw & J. Impara (Eds.), Issues in the measurement of metacognition (pp. 43–97). Lincoln, NE: Buros Institute of Mental Measurements.
Sasson, I., & Dori, Y. J. (2006). Fostering near and far transfer in the chemistry case-based laboratory environment. In G. Clarebout & J. Elen (Eds.), Avoiding simplicity, confronting complexity: advance in studying and designing powerful (computer-based) learning environments (pp. 275–286). Rotterdam, The Netherlands: Sense Publishers.
Schraw, G. (1998). Promoting general metacognitive awareness. Instructional Science, 26, 113–125.
Shodell, M. (1995). The question-driven Classroom: Student questions as course curriculum in Biology. The American Biology Teacher, 57, 278–281.
Simons, K. D., & Klein, J. D. (2007). The impact of scaffolding and student achievement levels in a problem-based learning environment. Instructional Science, 35, 41–72.
Singer, H. (1978). Active comprehension: From answering to asking questions. Reading Teacher, 31, 901–908.
Sternberg, R. J. (1981). Intelligence as thinking and learning skills. Educational Leadership, 39(1), 18–20.
Thomas, G. P. (2003). Conceptualization, development and validation of an instrument for investigating the metacognitive orientation of science classroom learning environments: The metacognitive orientation learning environment scale—science (MOLES-S). Learning Environments Research, 6, 175–197.
Thomas, G. P., & McRobbie C. J. (2001). Using a metaphor for learning to imrove students’ metacognition in the chemistry classroom. Journal of Research in Science Teaching, 38, 222–259.
Tobin, K., & Gallagher, J. J. (1987). What happens in high school science classrooms? Journal of Curriculum Studies, 19, 549–560.
Van Zee, E. H., Iwasyk, M., Kurose, A., Simpson, D., & Wild, J. (2001). Student and teacher questioning during conversations about science. Journal of Research in Science Teaching, 38, 159–190.
Veenman, M. V. J., & Spaans, M. A. (2005). Relation between intellectual and metacognitive skills: Age and task differences. Learning and Individual Differences, 15, 159–176.
Wanger, R. K., & Stenberg R. J. (1984). Alternative conceptions of intelligence and their implications for education. Review of Educational Research, 54(2), 179–223.
Watts, M., Gould, G., & Alsop, S. (1997). Questions of understanding: Categorising pupils’ questions in science. School Science Review, 79, 57–63.
Watts, M., & Alsop, S. (1995). Questioning and conceptual understanding: The quality of pupils’ questions in science. School Science Review, 76, 91–95.
White, R. T., & Arzi, H. J. (2005). Longitudinal studies: Designs, validity, practicality, and value. Research in Science Education, 35, 137–149.
Wong, B. Y. L. (1985). Self-questioning instructional research: A review. Review of Educational Research, 55, 227–268.
Woodward, C. (1992). Raising and answering questions in primary science: Some considerations. Evaluation and Research in Education, 6, 145–153.
Zohar, A. (1999). Teachers’ metacognitive knowledge and the instruction of higher order thinking. Teaching and Teacher Education, 15, 413–429.
Zoller, U. (1993). Are lecture and learning compatible? Maybe for LOCS: Unlikely for HOCS. Journal of Chemical Education, 70, 195–197.
Zoller, U., Lubezky, A., Nakhleh, M., Tessier, B., & Dori, Y. J. (1995). Success on algorithmic and LOCS vs. conceptual chemistry exam questions. Journal of Chemical Education, 72(11), 987–989.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Kaberman, Z., Dori, Y.J. Metacognition in chemical education: question posing in the case-based computerized learning environment. Instr Sci 37, 403–436 (2009). https://doi.org/10.1007/s11251-008-9054-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11251-008-9054-9