Uncertainty and (mis)Representation in
Spatial Data Visualisations:
An Introduction to the Covert Politics of the Index of Multiple Deprivation
PhD Supervisors: James Cheshire, Paul Longley
UCL upgrade training, 10 December 2025
Johara Meyer, johara.meyer.25@ucl.ac.uk


OVERVIEW
- Introduction: Index of Multiple Deprivation and GeoDS
- Research Questions and Methods
- Summary and Next Steps
LAST MONTH THE NEW IMD FOR ENGLAND AND WALES DROPPED...



Introduction: Index of Multiple Deprivation and GeoDS
Deprivation Dimensions in 2025 English
Index of Multiple Deprivation:
benefit
claimant counts
INCOME
EMPLOYMENT
HEALTH &
DISABILITY
EDUCATION,
SKILLS, &
TRAINING
BARRIERS TO
HOUSING &
SERVICES
CRIME
LIVING ENVIRONMENT
incl.
public order offenses
Deprivation Dimensions Weights in 2025
English Index of Multiple Deprivation:
INCOME
22.5%
EMPLOYMENT
22.5%
HEALTH &
DISABILITY
13.5%
EDUCATION,
SKILLS, &
TRAINING
13.5%
BARRIERS TO
HOUSING &
SERVICES
9.3%
CRIME
9.3%
LIVING ENVIRONMENT
9.3%
= IMD Score
Introduction: Index of Multiple Deprivation and GeoDS
Introduction: Index of Multiple Deprivation and GeoDS
CAMDEN 014A
Highest IMD
Scores
Lowest IMD
Scores
1
2
3
4
5
IMD Scored, Ranked, Deciled
20%
40%
Introduction: Index of Multiple Deprivation and GeoDS
Uncertainty and Misrepresentation
- The IMD is one of the most commonly used measures of living standards in the UK
- Used in urban governance, funding decisions, and social research projects
-
One of the most controversial statistics within human geography and frequently misused
IMD DIMENSIONS BY WEIGHT AND COUNTRY
THE CHALLENGE: MAKING UK-WIDE COMPARISONS OVER TIME
55
underlying
variables
54
underlying
variables
38
underlying
variables

33
underlying
variables
English and Welsh LSOA's, Data Zones, Northern Irish Super Output Areas
THE CHALLENGE: MAKING UK-WIDE COMPARISONS OVER TIME


Research Question and Methods
- How can GeoDS 'smart data' be used to measure uncertainty in the IMD? Can this data be used to create an more dynamic/useful IMD?
- To what extent would accounting for population size help overcome the challenges in harmonising the IMD?
- How well does the IMD measure 'affluence'? What could an Index of Multiple Wealth look like?
— Employment
Northern Ireland IMD 2017
(Years collected: 2015/2016, Adult age: 18-64)
- Job Seeker’s Allowance
- Incapacity Benefit
- Severe Disablement Allowance
- Employment and Support Allowance
- Carer’s Allowance
- OR People not receiving these benefits who have not received income from employment
- NO Income Support
- NO new style Job seeker’s Allowance
- NO new style Employment and Support Allowance
Scotish IMD 2020
(Years collected: 2017, Adult age: ‘working age’ probably means 16-64 as children under 16 considered in the child measure )
- Job Seeker’s Allowance
- Incapacity Benefit
- Severe Disablement Allowance
- Employment and Support Allowance
- Universal Credit (UC) in ’out of work’ groups (no work requirements, planning for work, preparing for work, searching for work)
- NO Carer’s Allowance
- NO Income Support
- NO new style Job seeker’s Allowance
- NO new style Employment and Support Allowance
Welsh IMD 2025
(Years collected: 2022/2023, Adult age: 18-66)
- Job seeker’s Allowance (both contribution-based and income-based)
- New Style Jobseeker’s Allowance
- Incapacity Benefit
- Severe Disablement Allowance
- Employment and Support Allowance (both contribution-based and incomerelated)
- New Style Employment and Support Allowance
- Universal Credit (UC) in ’out of work’ groups (no work requirements, planning for work, preparing for work, searching for work)
- Carer’s Allowance
- Income Support
English IMD 2025
(Years collected: 2022/2023, Adult age: 18-66 )
- Jobseeker’s Allowance (both contribution-based and income-based)
- New Style Jobseeker’s Allowance
- Incapacity Benefit
- Severe Disablement Allowance
- Employment and Support Allowance (both contributionbased and income-based)
- New Style Employment and Support Allowance
- Universal Credit (UC) in ’out of work’ groups (no work requirements, planning for work, preparing for work, searching for work)
- Income Support
- Carer’s Allowance
- IMD used in Decisionmaking
- Low Deprivation/High Deprivation not a good measure of Affluence/Precarity
-
WHY IS THIS A PROBLEM?

EXCERT FROM ENG IMD 2025
Summary & Next Steps
Bibliography
THE IMD: ALTERNATIVE MEASURES
- Community Needs Index
- Annual Index of Multiple Deprivation (England)
- Excluding Domains
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