Testing the Expert Based Weights Used in the UK’s Index of Multiple Deprivation (IMD) Against Three Preference-Based Methods

Verity Watson (Corresponding Author), Chris Dibben (Corresponding Author), Matt Cox, Iain Atherton, Matt Sutton, Mandy Ryan

Research output: Contribution to journalArticle

Abstract

The Index of Multiple Deprivation (IMD), used widely in England, is an important tool for social need and inequality identification. It summarises deprivation across seven dimensions (income, employment, health, education, housing and services, environment, and crime) to measure an area’s multidimensional deprivation. The IMD aggregates the dimensions that are differentially weighted using expert judgement. In this paper, we test how close these weights are to society’s preferences about the relative importance of each dimension to overall deprivation. There is not agreement in the literature on how to do this. This paper, therefore, develops and compares three empirical methods for estimating preference-based weights. We find the weights are similar across the methods, and between our empirical methods and the current IMD, but our findings suggest a change to two of the weights.
Original languageEnglish
Pages (from-to)1055-1074
Number of pages20
JournalSocial Indicators Research
Volume144
Issue number3
Early online date1 Feb 2019
DOIs
Publication statusPublished - Aug 2019

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deprivation
expert
Weights and Measures
empirical method
Crime
Health Education
England
Health Services
Testing
Deprivation
housing
offense
income
health
education

Keywords

  • multidimensional index weights
  • deprivation
  • preferences

Cite this

Testing the Expert Based Weights Used in the UK’s Index of Multiple Deprivation (IMD) Against Three Preference-Based Methods. / Watson, Verity (Corresponding Author); Dibben, Chris (Corresponding Author); Cox, Matt; Atherton, Iain; Sutton, Matt; Ryan, Mandy.

In: Social Indicators Research, Vol. 144, No. 3, 08.2019, p. 1055-1074.

Research output: Contribution to journalArticle

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abstract = "The Index of Multiple Deprivation (IMD), used widely in England, is an important tool for social need and inequality identification. It summarises deprivation across seven dimensions (income, employment, health, education, housing and services, environment, and crime) to measure an area’s multidimensional deprivation. The IMD aggregates the dimensions that are differentially weighted using expert judgement. In this paper, we test how close these weights are to society’s preferences about the relative importance of each dimension to overall deprivation. There is not agreement in the literature on how to do this. This paper, therefore, develops and compares three empirical methods for estimating preference-based weights. We find the weights are similar across the methods, and between our empirical methods and the current IMD, but our findings suggest a change to two of the weights.",
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