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  1. The importance of normalisation in the construction of deprivation indices. Discussion.

    Article, Communication - En anglais

    Use of deprivation indices in small area studies of environment and health. Workshop. GBR, 1994/09/23.

    Study objectives

    Measuring socioeconomic deprivation is a major challenge usually addressed through the use of composite indices.

    This paper aims to clarify the technical details regarding composite index construction.

    The distribution of some variables, for example unemployment, varies over time, and these variations must be considered when composite indices are periodically re-evaluated.

    The process of normalisation is examined in detail and particular attention is paid to the importance of symmetry and skewness of the composite variable distributions.

    Design

    Four different solutions of the Townsend index of socioeconomic deprivation are compared to reveal the effects that differing transformation processes have on the meaning or interpretation of the final index values.

    Differences in the rank order and the relative separation between values are investigated.

    Main results

    Constituent variables which have been transformed to yield a more symmetric distribution provide indices that behave similarly, irrespective of the actual transformation methods adopted.

    Normalisation is seen to be of less importance than the removal of variable skewness.

    Furthermore, the degree of success of the transformation in removing skewness has a major effect in determining the variation between the individual electoral ward scores.

    Constituent variables undergoing no transformation produce an index that is distorted by the inherent variable skewness, and this index is no...

    Mots-clés Pascal : Indicateur, Pauvreté, Statut socioéconomique, Méthode étude, Normalisation, Angleterre, Grande Bretagne, Royaume Uni, Europe

    Mots-clés Pascal anglais : Indicator, Poverty, Socioeconomic status, Investigation method, Standardization, England, Great Britain, United Kingdom, Europe

    Logo du centre Notice produite par :
    Inist-CNRS - Institut de l'Information Scientifique et Technique

    Cote : 96-0088964

    Code Inist : 002B30A01A1. Création : 199608.