A key challenge of visual methodology is how to combine large-scale qualitative data sets with epistemologically acceptable and rigorous analysis techniques. The authors argue that a pragmatic approach drawing on ideas from mixed methods is helpful to open up the full potential of visual data. However, before one starts to “mix” the stages of analysis one needs to be aware of the strengths and weaknesses provided by the various qualitative and quantitative perspectives. This article therefore provides a methodological discussion based on empirical research experiences with one visual data set: Pupil Views Templates (Wall and Higgins). The authors investigate two different approaches to the analysis of these data: inductive and deductive processes. The two approaches are applied separately to the same data set and observations are made regarding the affordances and constraints of each process, and the findings and implications for developing visual analysis in this area are presented. The authors show how both processes provide useful insight, but without clear strategy as to how they can be combined to achieve the intent of the research, the true potential of visual data will remain unlocked.

Alise, M. A., Teddlie, C. (2010). A continuation of the paradigm wars? Prevalence rates of methodological approaches across the social/behavioural sciences. Journal of Mixed Methods Research, 4(2), 103-126.
Google Scholar | SAGE Journals | ISI
Bartsch, K., Horvarth, K., Estes, D. (2003). Young children’s talk about learning events. Cognitive Development, 18, 177-193.
Google Scholar | Crossref | ISI
Baumfield, V., Hall, E., Wall, K. (2008). Action research in the classroom. London, England: Sage.
Google Scholar | Crossref
Bryman, A. (2003). Social research methods. Oxford, England: Oxford University Press.
Google Scholar
Creswell, J. W. (2009). Research design: Qualitative, quantitative and mixed methods approaches (3rd ed.). Thousand Oaks, CA: Sage.
Google Scholar
Creswell, J. W., Plano Clark, V. L., Gutmann, M. L., Hanson, W. D. (2003). Advanced mixed methods design. In Tashakkori, A., Teddlie, C. (Eds.), Handbook of mixed methods in social & behavioral research (pp. 209-241). Thousand Oaks, CA: Sage.
Google Scholar
Elliott, J. (2001). Making evidence-based practice educational. British Educational Research Journal, 27, 555-574.
Google Scholar | Crossref | ISI
Feilzer, M. F. (2009). Doing mixed methods research pragmatically: Implications for the rediscovery of pragmatism as a research paradigm. Journal of Mixed Methods Research, 4(1), 6-16.
Google Scholar | SAGE Journals | ISI
Glaser, B. G. (1998). Doing grounded theory—Issues and discussions. Mill Valley, CA: Sociology Press.
Google Scholar
Glaser, B. G., Strauss, A. L. (1967). The discovery of grounded theory: Strategies for qualitative research. Chicago, IL: Aldine.
Google Scholar
Green, S. B., Salkind, N. J. (2003). Using SPSS for Windows: Analyzing and understanding data (3rd ed.). Upper Saddle River, NJ: Prentice Hall.
Google Scholar
Greene, J. C. (2007). Mixed methods in social enquiry. San Francisco, CA: Jossey-Bass.
Google Scholar
Greene, J. C. (2008). Is mixed methods social enquiry a distinctive methodology? Journal of Mixed Methods Research, 2(1), 7-22.
Google Scholar | SAGE Journals | ISI
Hammersley, M. (2003). Can and should educational research be educative? Oxford Review of Education, 29, 3-25.
Google Scholar | Crossref | ISI
Harry, B., Sturges, K. M., Klingner, J. K. (2005). Mapping the process: An exemplar of process and challenge in grounded theory analysis. Educational Researcher, 34, 3-13.
Google Scholar | SAGE Journals
Higgins, S., Remedios, R., Wall, K. (2012). Exploring the development of pupils’ declarative knowledge of metacognition. Manuscript in preparation.
Google Scholar
Johnson, R. B., Onwuegbuzie, A. J. (2004). Mixed methods research: A research paradigm whose time has come. Educational Researcher, 33(7), 14-26.
Google Scholar | SAGE Journals
Kuhn, D. (1999). Metacognitive development. In Balter, L., Tamis-LeMonda, C. S. (Eds.), Child psychology: A handbook of contemporary issues (pp. 209-241). Philadelphia, PA: Psychology Press.
Google Scholar
Kuhn, D., Dean, D. (2004). Metacognition: A bridge between cognitive psychology and educational practice. Theory Into Practice, 43, 268-273.
Google Scholar | Crossref | ISI
Lather, P. (1986). Issues of validity in openly ideological research: Between a rock and a soft place. Interchange, 17(4), 63-84.
Google Scholar | Crossref
Leech, N., Barrett, K. C., Morgan, G. (2005). SPSS for intermediate statistics: Use and interpretation. Mahwah, NJ: Lawrence Erlbaum.
Google Scholar
Major, C. H., Savin-Baden, M. (2011). Integration of qualitative evidence: Towards construction of academic knowledge in social science and professional fields. Qualitative Research, 11, 645-663.
Google Scholar | SAGE Journals | ISI
Mathison, S. (2008). Seeing is believing: The credibility of image-based research and evaluation. In Donaldson, S., Christie, C., Mark, M. (Eds.), What counts as credible evidence in research and evaluation (pp. 181-196). London, England: Sage.
Google Scholar
Mehan, H. (1993). Why I like to look: On the use of videotape as an instrument in educational research. In Schratz, M. (Ed.), Qualitative voices in educational research (pp. 93-105). London, England: Falmer Press.
Google Scholar
Miller, W. L., Crabtree, B. F. (1999). Clinical research: A multi-method typology and qualitative roadmap. In Crabtree, B. F., Miller, W. L. (Eds.), Doing qualitative research (2nd ed., pp. 3-31). London, England: Sage.
Google Scholar
Moseley, D., Baumfield, V., Elliott, J., Higgins, S., Miller, J., Newton, D. P. (2005). Frameworks for thinking: A handbook for teaching and learning. Cambridge, England: Cambridge University Press.
Google Scholar | Crossref
Moseley, D., Elliott, J., Gregson, M., Higgins, S. (2005). Thinking skills frameworks for use in education and training. British Educational Research Journal, 31, 81-101.
Google Scholar | Crossref | ISI
Nastasi, B. K., Hitchcock, J. H., Brown, L. M. (2010). An inclusive framework for conceptualizing mixed methods design typologies: Moving toward fully integrated synergistic research models. In Tashakkori, A., Teddlie, C. (Eds.), Handbook of mixed methods in social & behavioral research (2nd ed., pp. 305-338). Thousand Oaks, CA: Sage.
Google Scholar | Crossref
Newman, I., Benz, C. R. (1998). Qualitative-quantitative research methodology: Exploring the interactive continuum. Carbondale, IL: Southern Illinois State Press.
Google Scholar
Newman, I., Ridenour, C. S., Newman, C., DeMarco, G. M. P. (2003). A typology of research purposes and its relationship to mixed methods. In Tashakkori, A., Teddlie, C. (Eds.), Handbook of mixed methods in social & behavioral research (pp. 167-188). Thousand Oaks, CA: Sage.
Google Scholar
Onwuegbuzie, A. J., Slate, J. R., Leech, N. L., Collins, K. M. T. (2007). Conducting mixed analyses: A general typology. International Journal of Multiple Research Approaches, 1, 4-18.
Google Scholar | Crossref
Onwuegbuzie, A. J., Teddlie, C. (2003). A framework for analyzing data in mixed methods research. In Tashakkori, A., Teddlie, C. (Eds.), Handbook of mixed methods in social & behavioral research (pp. 351-383). Thousand Oaks, CA: Sage.
Google Scholar
Peirce, C. S. (1986). Writings of Charles S. Peirce: A chronological edition (Peirce Edition Project, Vol. 1 [1857-1866], 1981; Vol. 2 [1867-1871], 1984; Vol. 3 [1872-1878], 1986). Indianapolis: Indiana University Press.
Google Scholar
Prosser, J. (Ed.). (1998). Image-based research. London, England: RoutledgeFalmer.
Google Scholar
Prosser, J. (2007). Visual methods and the visual culture of schools. Visual Studies, 22, 13-30.
Google Scholar | Crossref
Prosser, J., Loxley, A. (2008, October). Introducing visual methods (Review paper NCRM/010). Southampton, England: ESRC National Centre for Research Methods. Retrieved from http://eprints.ncrm.ac.uk/420/
Google Scholar
Shank, G., Cunningham, D. J. (1996). Modeling the six modes of Peircian abduction for educational purposes. In Gasser, M. (Ed.), On-line Proceedings of the 1996 Midwest Artifical Intelligence and Cognitive Science Conference (Indiana). Retrieved from http://www.cs.indiana.edu/event/maics96/Proceedings/shank.html
Google Scholar
Stephenson, W. (1953). The study of behavior: Q technique and its methodology. Chicago, IL: University of Chicago Press.
Google Scholar
Tabachnick, B. G., Fidell, L. S. (1996). Using multivariate statistics. New York, NY: Harper Collins.
Google Scholar
Thompson, P. (Ed.). (2008). Doing visual research with children and young people. London, England: Routledge.
Google Scholar
Veenman, M. V. J., Kok, R., Blöte, A. W. (2005). The relation between intellectual and metacognitive skills in early adolescence. Instructional Science, 33, 193-211.
Google Scholar | Crossref | ISI
Veenman, M. V. J., Spaans, M. A. (2005). Relation between intellectual and metacognitive skills: Age and task difference. Learning and Individual Differences, 15, 159-176.
Google Scholar | Crossref | ISI
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Cambridge, MA: Harvard University Press.
Google Scholar
Wall, K. (2008). Understanding metacognition through the use of pupil views templates: Pupil views of Learning to Learn. Thinking Skills and Creativity, 3, 23-33.
Google Scholar | Crossref | ISI
Wall, K., Hall, E., Baumfield, V., Higgins, S., Rafferty, V., Remedios, R., . . .Woolner, P. (2010). Learning to Learn in Schools Phase 4 and Learning to Learn in further education projects: Annual report. London, England: Campaign for Learning. Retrieved from www.campaign-for-learning.org.uk
Google Scholar
Wall, K., Hall, E., Higgins, S., Leat, D., Thomas, U., Tiplady, L., . . .Woolner, P. (2009). Learning to Learn in Schools Phase 4: Year One Report. London, England: Campaign for Learning. Retrieved from www.campaign-for-learning.org.uk
Google Scholar
Wall, K., Higgins, S. (2006). Facilitating and supporting talk with pupils about metacognition: A research and learning tool. International Journal of Research & Method in Education, 29, 39-53.
Google Scholar | Crossref
Wall, K., Higgins, S., Packard, E. (2007). Talking about learning: Using templates to find out pupils’ views. Devon, England: Southgate.
Google Scholar
Willig, C. (2001). Qualitative research. In Psychology: A practical guide to theory and method. Buckingham, England: Oxford University Press.
Google Scholar
Woolner, P., Clark, J., Hall, E., Tiplady, L., Thomas, U., Wall, K. (2010). Pictures are necessary but not sufficient: Using a range of visual methods to engage users about school design. Learning Environments Research, 13, 1-22.
Google Scholar | Crossref
View access options

My Account

Welcome
You do not have access to this content.



Chinese Institutions / 中国用户

Click the button below for the full-text content

请点击以下获取该全文

Institutional Access

does not have access to this content.

Purchase Content

24 hours online access to download content

Your Access Options


Purchase

MMR-article-ppv for $36.00