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4 - Issues in Classification: IV. Some Statistical Aspects

from Part One - Classification and Research: Historical and Theoretical Aspects

Published online by Cambridge University Press:  04 August 2010

Gordon Parker
Affiliation:
University of New South Wales, Sydney
Dusan Hadzi-Pavlovic
Affiliation:
University of New South Wales, Sydney
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Summary

In the 1960s the unitary/binary debate about the classification of depression was complemented by a debate about the capacity of statistical methodologies to help in deciding nosological questions.

A common nosological pursuit is to examine whether a disorder is categorical or dimensional. In the broad domain of biology the task of deciding mathematically between categories and dimensions goes back to the geneticists of the late nineteenth century and Pearson's (1894) introduction of the method of moments for deriving a solution for what we now call the finite mixture model. Two persisting central concerns have been the capacities of statistical techniques to distinguish between these possibilities, and how the data we collect can mislead interpretation.

While the generic arguments were most vigorous initially in the context of depression, they touch all psychiatric disorders, and are currently perhaps most active in the area of personality research (e.g., Gangestad and Snyder 1985; Grove and Andreasen 1989; Meehl 1992).

The Nosological Question in Depression. This can be construed as a set of arguments about

  • whether depression lies on a continuum with normality or is a separate entity;

  • if depression is not on a continuum, whether the class of depressives is a continuum or comprises a number of discrete disorders; and

  • if depression is a discrete entity, whether the distinguishable disorders are best described using categorical or continuous description.

As noted by Eysenck (1970) “[T]here are two, not one, problems involved, relating (a) to the unitary or binary nature of depression, and (b) to the categorical or dimensional nature of these illnesses.”

Type
Chapter
Information
Melancholia: A Disorder of Movement and Mood
A Phenomenological and Neurobiological Review
, pp. 57 - 64
Publisher: Cambridge University Press
Print publication year: 1996

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