>     I am sure Devi is one of the best person you can work with. He has 
>     given me some good ideas and I enjoyed the communication with him when 
>     I used RepGrid for PCP analysis for my research in the perception of 
>     cross cultural differences in organization behaviour: a study of the 
>     Chinese working in Canada. I am not sure Devi still remembers me but 
>     it is important that I appreciate his ideas.
These kind words, during a difficult time of transition for me, are very 
much appreciated. Thank you, Aaron!
     
>     I think that the data we get may overwhelm us. There are two ways to 
>     go about sorting them out. First, by being rational is having all our 
>     questions in mind and try to have the answers from the data. The 
>     second way which I like is allowing the data to tell me what that 
>     means. The pattern, the clusters and.... will give you some important 
>     indicators for more detail study.
An interesting problem, peculiar to Rep Grid work of all the qualitative 
techniques, when you think about it. Grids are numerate qualitative 
techniques! Somehow, when the information is expressed in numbers (rather 
than in words, e.g. focus group transcript work, NuDist textual 
analysis), the promise of all that _specificity_, and one's awareness 
that there are explicitly defined rules for doing things "right" as 
opposed to "wrong" in statistical analysis, can blind one to the issue 
that is in fact common to both qualitative and quantitative analysis, 
viz., the need for one's own personal judgement in choosing, amending as 
necessary, andpresenting results of, those analytic techniques in the 
first place.
As regards presentation, for instance:
Overawed as I was (and occasionally, still am) by accounts of very 
numerate factor-analysis-with-oblique-rotation-type work, it occasionally 
surprised me that the act of _naming_ the factors so derived (by 
definition, abstractions depending for their existence on iterative  
variance partitioning and subtraction) depended intimately on a personal 
judgement, the reliability of which was rarely checked as explicitly as 
the prior number-crunching; and that the resultant _meaning_ created in 
the reader was thereby  intimately personal.
So when Aaron says    
>     This is normal to feel not knowing what to do in the first place 
>     particularly when we have not been very clear in the first place on 
>     what to examine. This is particularly so for qualitative studies.
then of course I agree, with the reservation that it _needn't_ be 
particularly so in the qualitative studies. To admit this as a general 
rule would be to contribute to the view that "qualitative" is where you 
start (pilot work, not-quite-sureness etc.) and "qualitative" is where 
you oughter  know what you're doing.  Sure, the timetabling of many 
research projects flops out in that way, but it needn't be so: a 
competent, complete qualitative study is as valuable (and as vulnerable 
to idiosyncracies/"errors" of personal judgement, as a competent 
quantitative one: no more, no less.
There's a way of looking at this which I find very useful: the notion of 
a "calculus", or symbol system for helping you analyse and conceptualise 
a topic. Analytic statistics is a calculus; equally so, a focus group is 
a calculus. The idea being that you can take a problem expressed in one 
language (e.g. verbal) and at a given stage in your thinking, express all 
or part of it in a different medium, the particular calculus you choose 
(e.g. analysis of variance; differential or integral calculus). You do so 
because you suspect that the rules according to which that calculus 
operates will help you to make useful deductions _more effectively_ than 
the initial medim in which the problem was expressed. Having cranked the 
handle of the particular calculus you've chosen and arrived at an 
end-point, you then translate the outcomes back into the original medium 
or language in which the issue was first expressed, and, hopefully, find 
that you've made useful progress.
Here's where it gets interesting. Notice the _focus group_ example I used 
in the paragraph above? _Any_ symbol system with rules (in the case of a 
focus group, the role definitions and process guidelines according to 
which a focus group does its work) is a calculus with the above property 
of, potentially, easing problem analysis and resolution. Musicians 
compose in their heads and try it out on their chosen instrument, but 
find musical notation, with its rules and constraints, a valuable part of 
the process: musical notation is not simply an information _recording_ 
system! Painters experiment with different media: they're not just 
"mucking about", they're resolving the problem of a particular idea 
seeking expression, by seeing what's possible within the constraints of a 
particular medium, which acts as a calculus for them before they return 
to their original medium for the finished work (indeed, the process may 
go on for years, with no single painting or drawing being the final point 
of resolution). You can express different meanings more effectively in 
one natural language than in another: so Polish might, for me, be the 
"calculus" in which I can think something through better than in English, 
choosing just the right word or phrase ("le mot juste": you take my 
point?!)  albeit I might start and finish the process in English.
(I wonder whether choreographers find that dance notation acts as a 
calculus in the same way, or whether it is indeed just a medium for 
_recording_ the steps of a dance once it's been composed by them?)
Okay, so a calculus needn't be a numeric one; calculi exist across the 
qualitative-quantitative divide; across all media of expression; any one 
medium can act as a calculus for another in this way.
And of course, a Rep Grid is just another calculus: see all the work 
that's been done by Laurie Thomas, Sheila Harri-Augstein, Mildred Shaw, 
Colin Eden, and others, on the Grid as an aid to gathering and refining 
one's thoughts in personal and managerial problem-solving: as well as all 
the applications of Grids in research work, in which it fulfils the same 
function in refining the researcher's thoughts about the topic being 
researched: the scientist as person, to paraphrase Kelly.
I got off on this track by remembering some work I once did on creative 
block amongst painters and sculptors, using the Grid precisely as a 
calculus in the above way. If this interests anyone, the reference is 
below.
Kindest regards to all, a peaceful Christmas, and a New Year full of 
contentment.
Devi Jankowicz
Jankowicz A.D. "Construing artistic imagery: an alternative approach to 
creative block"  
       _Leonardo_ 1987, 20, 1, 39-47.
Jankowicz A.D. "Construing artistic imagery: a reply to Osbourne" 
_Leonardo_ 1987, 20, 3, 297.
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