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This paper provides a further investigation into the application of Correspondence Analysis (CA) as outlined by Greenacre (1984, 1993), which is one technique for “quantifying qualitative data” in research on learning and teaching. It also builds on the utilisation of CA in the development of the emerging discipline of English as an International Language provided by Hassall and Ganesh (1996, 1999). This is accomplished by considering its application to the analysis of attitudinal data that positions the developing pedagogy of Teaching English as an International Language (TEIL) (see Hassall, 1996a & ff.) within the more established discipline of World Englishes (cf. Kachru, 1985, 1990). The multidimensional statistical technique Correspondence Analysis is used to provide an assessment of the interdependence of the rows and columns of a data matrix (primarily, a two-way contingency table). In this case, attitudinal data, produced at a number of international workshops which focused on the development of a justifiable pedagogy for Teaching English as an International Language (TEIL), are examined to provide a more complete picture of how these venues differed from each other with respect to the collective responses of the respondents. CA facilitates dimensionality reduction and provides graphical displays in low-dimensional spaces. In other words, it converts the rows and columns of a data matrix or contingency table into a series of points on a graph. The current study presents analyses of two different interpretations of this data.