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Explore the history and development of spatial deprivation indicators to enhance social inclusion and policy effectiveness in Northern Ireland. Understand the importance of robust statistical indicators and geographical targeting. Learn how to interpret multiple deprivation rankings and identify pockets of deprivation.
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Mainstreaming social inclusion seminar - 26 April 2004Developing measures of spatial deprivation in Northern Ireland Robert Beatty
Targeting need • “New Targeting Social Need is about identifying people and areas in greatest need in our society and trying to ensure that government programmes are more effective in helping them.” • Subject - developing measures to inform spatial targeting.
Outline of talk • Part 1 – Description of the spatial measures of deprivation currently used in Northern Ireland • Part 2 – Dissemination of the information and examples of application of the measures
What is required? • Robust statistical indicators • Relevant to ‘deprivation’ or ‘disadvantage’ • Available for all geographic areas
A little history • 1970s – Areas of special social need • 1980s – Areas of relative social need • 1990s – Relative deprivation in Northern Ireland (Robson)
Census of Population • 1971 • 1981 • 1991 • Ten-year cycle • Can be using 12 year-old data
Using administrative data • Attraction in using administrative data • Low-cost, up-to-date, full coverage • Historical access problems (IT) • Also allocating cases to geographic units
Assembly Areas (Parliamentary Constituencies) • (18) • Local Government Districts • (26) • Electoral Wards • (566) • Av. population 3,000 (Old) Administrative geography
Size of target areas • Depends on the nature of policy intervention • Major industrial initiative – Local Authority level (Local Area Unit 1 [LAU 1]) • Community based – Ward level (Local Area Unit 2 [LAU 2]) • Most user interest at Ward level
Deprivation indicators • As direct as possible a measure of the domain deprivation • Major feature of the deprivation (not experienced by just a few people) • Up-to-date and updateable • Statistically robust • Available and applicable throughout Northern Ireland
Using administrative data • Requirement to link administrative data sets to geographic areas • UK system ‘postcodes’ • Operated by Post Office • Every address has a postcode • Postcode covers, on average, 15 households
Assembly Areas (Parliamentary Constituencies) • (18) • Local Government Districts • (26) • Electoral Wards • (566) • Unit Postcodes • ( about 40,000) (Old) Geography
Research project 2000-2001 • Team from University of Oxford (Mike Noble) • Identify set of indicators • Combine into measures of deprivation • Published summer 2001
Domains of deprivation Income Geographical Access Employment Social Environment Health Housing Education Brought together in measure of multiple deprivation
Income Deprivation: Indicators • People in households receiving – • Income Support • Income Based Job Seekers Allowance • Family Credit • Disability Working Allowance • (All from DSD, August 1999)
Income Deprivation: Measure • Four benefits non-overlapping • System identifies number of people in household of recipient • Simple addition of people in such households • Expressed as percentage of area’s population • Measure is a percentage
Education Deprivation: Indicators • GSCE point score • School-leavers not staying-on • 17-20 year-olds not applying to HE • Year 11 & 12 not in grammar school • Absenteeism at secondary level • School-leavers with no qualifications • Adults with no qualifications
Education Deprivation: Measure • Person or household can experience more than one indicator • Measure created by combining indicators using factor analysis approach • Data reduction method • “Weighted average approach”
Measure of multiple deprivation • Measures on 7 domains • Desire to have a measure of overall, or multiple, deprivation • Common problem – how to give relative importance to domains • Weights subject to agreement
Weighting Income Deprivation 25% Employment Deprivation 25% Health & Disability Deprivation 15% Education, Skills & Training 15% Geographical Access 10% Housing Deprivation 5% Social Environment 5% Criteria - Priority Order - Robustness
Pockets of Deprivation • Used the geography of the 1991 Census • Census Enumeration Districts • Typical population about 450 people • Identify pockets of deprivation • Income domain and Employment domain
Assembly Areas (Parliamentary Constituencies) • (18) • Local Government Districts • (26) • Electoral Wards • (566) • Census EDs • (3729) • Unit Postcodes • (c40,000) – • search only (Old) Geography
What information is available? • Each ward scored and ranked on 7 domains of deprivation, plus a multiple measure • Enumeration District scores on the two most important, and robust, domains (pockets of deprivation) • A number of summary statistics at LGD level
Use of the measures • Commended for use by all departments for spatial targeting • NISRA recommendation is to use the targeting tool most appropriate for the programme – need not be Noble • Spatial only one aspect of targeting
Targeting and monitoring • Noble measures are the preferred tools for targeting • Composite measures not well-suited to monitoring change • For monitoring, use individual indicators • Neighbourhood Statistics system (later)
Updating the measures • Published in 2001 • Data refer to mid 1999 • More up-to-date data available now • 2001 Census • New research underway • Publication early 2005
In part two …. • Applying the measures • Disseminating the information • Linkages to other statistics • Examples of applications
Spatial measures of deprivationPart 2 – Dissemination and application Robert Beatty
Information about deprivation • Internet main dissemination tool • Hard copy report • Hard copy User guide • Series of presentations and seminars
Neighbourhood Information System (NINIS) • NISRA’s online Geographical Information System • Ward-level statistical information • Includes deprivation outputs • Interactive mapping facility • www.ninis.nisra.gov.uk
Neighbourhood Information System (NINIS) • Demonstration
Application of the measures- comments • No ‘master list’ of deprived wards • Application appropriate to the policy • Promoting the use of the domains
Applications of the measures - examples • International Fund for Ireland • Stamp Duty Relief • PEACE II allocations to LSPs
International Fund for Ireland • Non-government body that targets deprivation with an emphasis on labour market • Used multiple deprivation measure and employment deprivation • Historically targeted about one-third of Northern Ireland, using wards
International Fund for Ireland • Identified 175 most deprived wards on multiple deprivation measure and similarly on employment deprivation • Wards qualified on either / or basis • Target list of 197 wards • Augmented by small number of deprived EDs in 34 non-designated wards
Stamp duty relief • Stamp duty charged on house purchases over £60,000 in UK • UK initiative to encourage deprived areas – no stamp duty up to £150,000 • Applies to 10% worst wards throughout UK • NI wards defined by the measure of multiple deprivation
PEACE II allocations • Resources from Priority 3 of the PEACE II Operational Programme • Requirement to allocate resources to 26 Local Strategy Partnerships (LSPs) • Guidelines state that resources should be allocated on the basis of a formula based on “population weighted by deprivation”
PEACE II allocations • Allocations to LSPs based on: - • 1/3 - ‘most deprived areas’ • 1/3 - ‘number of deprived people’ • 1/3 - population
Most deprived areas • The most deprived 10% of EDs across Northern Ireland used for allocation. • Strabane has 16 EDs among the 10% most deprived, with 3.7% of the population • Use of EDs allows pockets of deprivation to contribute • Measured using a combination of Income and Employment domains
Scale of deprivation • ‘Most deprived areas’ approach can be criticised as excluding deprived people outside deprived areas • Scale of deprivation counts all ‘deprived’ people within an LGD - need count data to use this method • Can use income and employment domains • Dungannon has 3.45% of income deprived people in Northern Ireland • Similar exercise for employment deprivation
Population share • Relatively straightforward • Fermanagh has 3.39% of the Northern Ireland population so gets 3.39% of the resources
Example - Lisburn • PEACE II had £74m to distribute • £24.7 m on each of three bases • Deprived areas • Deprived people • (Half using income deprived, half using income deprived) • Population
Example - Lisburn • Deprived areas – Lisburn has 5.6 % of population living in the worst EDs in Northern Ireland, so receives £1.38m (5.6% of £24.7m) • Deprived people – Lisburn has 5.4% of income deprived persons, so receives £0.67m (5.4% of £12.35m) • Deprived people – Lisburn has 5.0% of employment deprived persons, so receives £0.62m (5.0% of £12.35m) • Population – Lisburn has 6.58% of NI population, so receives £1.62m (6.58% of £24.7m) • So Lisburn receives £4.3m in total
Conclusion • Widespread dissemination of the research • Use of the internet as the main tool • Proactive organisation of seminars • Publication of guidance • Widely used by government and beyond