Learning to Use Statistics in Research:

A Case Study of Learning in a University-Based Statistical Consulting Centre

 

Michelle K. McGinn

Faculty of Education, Brock University

mcginn@brocku.ca

 

ABSTRACT

 

This paper presents a qualitative case study of statistical practice in a university-based statistical consulting centre. Naturally occurring conversations and activities in the consulting sessions provided opportunities to observe questions, problems, and decisions related to selecting, using, and reporting statistics and statistical techniques in research. The consulting sessions provided simultaneous opportunities for consultants and clients to learn about using statistics in research. Consistent with contemporary theories that emphasize social dimensions of learning, major themes relate to (a) types of clients and consulting interactions, (b) disciplinary and statistical expertise, and (c) the role of material objects and representations. Evidence shows that consultants and clients learned during the consulting sessions and that the statistical consulting centre contributed positively to teaching and research at the university.

 

Keywords: Statistics education research; Social learning; Qualitative case study; Ethnostatistics

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Statistics Education Research Journal, 9(2), 35-49, http://www.stat.auckland.ac.nz/serj

Ó International Association for Statistical Education (IASE/ISI), November, 2010

 

REFERENCES

 

Belli, G. (2001). The teaching/learning process in university statistical consulting labs in the United States. In C. Batanero (Ed.), Training researchers in the use of statistics (pp. 325-338). Granada, Spain: International Association for Statistical Education and International Statistical Institute.

Boen, J. R., & Zahn, D. A. (1982). The human side of statistical consulting. Belmont, CA: Lifetime Learning.

Cabrera, J., & McDougall, A. (2002). Statistical consulting. New York: Springer.

Charmaz, K. (2006). Constructing grounded theory: A practical guide through qualitative analysis (pp. 42-71). Thousand Oaks, CA: Sage.

Cohen, J. (1994). The earth is round (p < .05). American Psychologist, 49(12), 997-1003.

Creswell, J. W., & Miller, D. L. (2000). Determining validity in qualitative inquiry. Theory Into Practice, 33, 124-130.

Derr, J. (2000). Statistical consulting: A guide to effective communication. Pacific Grove, CA: Duxbury Thomson Learning.

Dye, J. F., Schatz, I. M., Rosenburg, B. A., & Coleman, S. T. (2000). Constant comparison method: A kaleidoscope of data. The Qualitative Report, 4(1/2).

[Online: http://www.nova.edu/ssss/QR/QR4-1/dye.html]

Emerson, R. M., Fretz, R. I., & Shaw, L. L. (2001). Participant observation and fieldnotes. In P. Atkinson, A. Coffey, S. Delamont, J. Lofland, & L. Lofland (Eds.), Handbook of ethnography (pp. 352-368). Thousand Oaks, CA: Sage.

Gephart, R. P., Jr. (1988). Ethnostatistics: Qualitative foundations for quantitative research. Newbury Park, CA: Sage.

Gephart, R. P., Jr. (Ed.). (2006). Ethnostatistics and organizational research methodologies: An introduction. Organizational Research Methods, 9(4), 417-431.

Godino, J. D., Batanero, C., & Jaimez, R. G. (2001). The statistical consultancy workshop as a pedagogical tool. In C. Batanero (Ed.), Training researchers in the use of statistics (pp. 339-353). Granada, Spain: International Association for Statistical Education and International Statistical Institute.

Hand, D. J., & Everitt, B. S. (Eds.). (2008). The statistical consultant in action. Cambridge, UK: Cambridge University Press.

Henderson, K. (1999). On line and on paper: Visual representations, visual culture, and computer graphics in design engineering. Boston, MA: MIT Press.

Herrington, A., & Herrington, J. (2006). What is an authentic learning environment? In T. Herrington & J. Herrington (Eds.), Authentic learning environments in higher education (pp. 1-13). Hershey, PA: Information Science Publishing.

Jersky, B. (2002). Statistical consulting with undergraduates--A community outreach approach. In B. Phillips (Ed.), Proceedings of the Sixth International Conference on Teaching Statistics: Developing a statistically literate society, Cape Town, South Africa. [CD-ROM]. Voorburg, The Netherlands: International Statistical Institute.

[Online: http://www.stat.auckland.ac.nz/~iase/publications/1/3a1_jers.pdf]

Jeske, D. R., Lesch, S. M., & Deng, H. (2007). The merging of statistics education, consulting and research: A case study. Journal of Statistics Education, 15(3).

[Online: http://www.amstat.org/publications/jse/v15n3/jeske.pdf]

Latour, B. (1987). Science in action: How to follow scientists and engineers through society. Cambridge, MA: Harvard University Press.

Latour, B., & Woolgar, S. (1986). Laboratory life: The construction of scientific facts. Princeton, NJ: Princeton University Press.

Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge, UK: Cambridge University Press.

Lieberson, S. M. (1985). Making it count. Berkeley, CA: University of California Press.

Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic inquiry. Newbury Park, CA: Sage.

Lynch, M. E. (1985). Art and artifact in laboratory science. London, UK: Routledge & Kegan Paul.

McCloskey, D. N. (1985). The rhetoric of economics. Madison, WI: University of Wisconsin Press.

McGinn, M. K. (2009). Socially distributed knowledge. In A. J. Mills, G. Durepos, & E. Wiebe (Eds.), Encyclopedia of case study research (pp. 879-882). Thousand Oaks, CA: Sage.

Merriam, S. B. (2009). Qualitative research: A guide to design and implementation (2nd ed.). San Francisco: Wiley.

Onwuegbuzie, A. J. (2000). Statistics anxiety and the role of self-perceptions. Journal of Educational Research, 93(5), 323-330.

Packer, M. J., & Goicoechea, J. (2000). Sociocultural and constructivist theories of learning: Ontology, not just epistemology. Educational Psychologist, 35(4), 227-241.

Patton, M. Q. (1980). Qualitative evaluation methods. Newbury Park, CA: Sage.

Platt, R. D. (1982). Client-consultant interaction. In J. S. Rustagi & D. A. Wolfe (Eds.), Teaching of statistics and statistical consulting (pp. 503-509). New York: Academic Press.

Reid, A., & Petocz, P. (2002). Students' conceptions of statistics: A phenomenographic study. Journal of Statistics Education, 10(2).

[Online: http://www.amstat.org/publications/jse/v10n2/reid.html]

Roth, W.-M. (2006). Textbooks on qualitative research and method/methodology: Toward a praxis of method. Forum: Qualitative Social Research, 7(1), Art. 11.

[Online: http://www.qualitative-research.net/index.php/fqs/article/view/79/162]

Roth, W.-M., Bowen, G. M., & McGinn, M. K. (1999). Differences in graph-related practices between high school biology textbooks and scientific ecology journals. Journal of Research in Science Teaching, 36(9), 977-1019.

Roth, W.-M., & McGinn, M. K. (1998). Inscriptions: A social practice approach to "representations." Review of Educational Research, 68(1), 35-59.

Rule, A. C. (2006). The components of authentic learning. Journal of Authentic Learning, 3(1), 1-10.

Rustagi, J. S., & Wolfe, D. A. (Eds.). (1982). Teaching of statistics and statistical consulting. New York: Academic Press.

Salomon, G., & Perkins, D. N. (1998). Individual and social aspects of learning. Review of Research in Education, 23, 1-24.

Särkkä, A., & Sagitov, S. (2008). Live case studies in a new course on statistical consulting.

[Online: http://www.math.chalmers.se/~serik/Papers/ailaserik.pdf]

Stake, R. E. (2005). Qualitative case studies. In N. K. Denzin & Y. S. Lincoln (Eds.), The Sage handbook of qualitative research (3rd ed., pp. 443-466). Thousand Oaks: Sage.

Suchman, L. A. (1987). Plans and situated actions: The problem of human-machine communication. Cambridge, UK: Cambridge University Press.

Taplin, R. (2007). Enhancing statistical education by using role-plays of consultations. Journal of the Royal Statistical Society. Series A (Statistics in Society), 170(2), 267-300.

Vezina, V. J. (1998). It's still a man's world: Women and graduate study. In J. Stalker & S. Prentice (Eds.), The illusion of inclusion: Women in post-secondary education (pp. 72-84). Halifax, NS: Fernwood.

Wild, C. J., & Pfannkuch, M. (1999). Statistical thinking in empirical enquiry. International Statistical Review, 67(3), 223-248.

 

Michelle K. McGinn

Faculty of Education, Brock University

500 Glenridge Ave, St. Catharines ON

L2S 3A1 Canada