SlideShare uma empresa Scribd logo
1 de 23
Baixar para ler offline
Health and Spatial Justicep
R. Foley & A. Kavanagh (Geography, NUI Maynooth)
Royal Irish Academy: Spatial Justice, Housing and the Financial Crisis
Tuesday 23rd April 2013Tuesday, 23 April 2013
Layouty
1 M i H l h & W llb i1. Measuring Health & Wellbeing
2. Spatial Data & Justice in Ireland
3. Composition or Context
4 Health and Justice at National Scale4. Health and Justice at National Scale
5. Developing the KFIW Index
6 R l V i bl S i l S l6. Results at Variable Spatial Scales
7. Validation and Comparisons
8. Potential Uses for Spatial Justice
1 Measuring Health & Wellbeing1. Measuring Health & Wellbeing
• Quantitative Approaches
• Qualitative Approaches
• Definitional Issues
• Spatial Scales of Analysis• Spatial Scales of Analysis
• Census Questions on Limiting Long‐Term Illness (LLTI) 
and General Health Stat s (GHS)and General Health Status (GHS)
• Additional questions around disability
2 Spatial Data & Justice in Ireland2. Spatial Data & Justice in Ireland
• Critical Aspects of Data Gaps and Absences
• Limited detailed geographyLimited detailed geography
• Census data on measure of spatial injustice and 
deprivationdeprivation
• Additional routinely collected admin data
• New Question on General Health in 2011
Questions on Census Form.Q
3 Composition or Context3. Composition or Context
• Debates within Medical/Health Geography
• Explaining health injustices
• Individual v Aggregate forms
• Administrative v Operational Units• Administrative v Operational Units
• New SA geographies
• Functional and Statistical Value
4 Health and Justice at National Scale4. Health and Justice at National Scale
National General Health Data
General Health  2001/2 2011
% %
Rep. of Ireland*Rep. of Ireland
Good/Very Good No question 88.3
Fair No question 8.0
Bad/Very Bad No question 1.5
N th I l dNorthern Ireland
Good/Very Good 70 79.5
Fair 19.3 14.9
Bad/Very Bad 10.7 5.6
Scotland
Good 67.9 n/a
Fair 21.9 n/a
Not Good 10 2 n/aNot Good 10.2 n/a
England & Wales
Good/Very Good 68.6 81.2
Fair 22.2 13.1
/Bad/Very Bad 9.2 5.6
UK 3 point scale 
(Good‐Fair‐Not  5 point scale (VG‐
Good) G‐F‐B‐VB)
National Health/Age BreakdownNational Health/Age Breakdown
Source: CSO
Health and Social Class
80 00%Source: CSO
60.00%
70.00%
80.00%
1 Professional
2 M i l
30.00%
40.00%
50.00%
2 Managerial
3 Non-manual
4 Skilled manual
5 Semi-skilled
6 Unskilled
0 00%
10.00%
20.00%
6 Unskilled
7 Other-unknown
0.00%
VG G F B VB NS
5 Developing the KFIW5. Developing the KFIW
• Kavanagh‐Foley Index of Wellbeing (KFIW) 
• Simple Calculation from Census 2011Simple Calculation from Census 2011
• =(% VGH*1)+(%GH*2)+(%FH*3)+(%BH*4)+(%VBH*5)
• Operational across scales
• Means and RangesMeans and Ranges
• Age‐Standardisation
6. Results at Variable Spatial Scales6. Results at Variable Spatial Scales
National/RegionalNational/Regional
County/Local Authorities
LEA – Local Electoral Area
l l i i iED – Electoral Divisions
SA – Small AreasSA  Small Areas
Settlements
Functional Areas, e.g. Local Health Offices (LHO)
KFIW Scores: Local Authority ScaleKFIW Scores: Local Authority Scale
LA Scale VG G F B VB KFIW Score LA Scale VG G F B VB KFIW Score
Dún Laoghaire-Rathdown 66.71 25.50 6.53 1.02 0.23 142.55 Clare 60.05 30.14 8.28 1.25 0.26 151.53
Fingal 65.63 27.21 6.01 0.95 0.20 142.89 Westmeath 60.46 29.42 8.47 1.34 0.32 151.63
Meath 65.09 27.23 6.54 0.94 0.21 143.93 Kerry 59.48 30.28 8.79 1.17 0.27 152.46y
Cork County 64.97 27.01 6.88 0.93 0.20 144.38 North Tipperary 59.88 29.46 9.07 1.34 0.25 152.63
Kildare 64.91 27.09 6.67 1.10 0.22 144.62 Offaly 59.86 29.63 8.82 1.38 0.31 152.66
Wicklow 64.16 27.07 7.46 1.09 0.22 146.16 Carlow 59.63 29.73 9.01 1.38 0.25 152.88
South Dublin 63.30 27.94 7.29 1.20 0.27 147.20 Sligo 58.99 29.71 9.59 1.44 0.26 154.28
Waterford County 63.08 27.80 7.86 1.06 0.20 147.51 Leitrim 58.34 30.42 9.80 1.20 0.24 154.59
Kilkenny 62.88 27.81 7.90 1.15 0.26 148.09 South Tipperary 58.65 30.11 9.46 1.49 0.31 154.70
Cavan 62.85 27.43 8.40 1.11 0.20 148.39 Dublin City 59.11 29.51 9.26 1.71 0.40 154.77
Limerick County 61.97 28.89 7.81 1.10 0.22 148.72 Waterford City 58.52 30.32 9.17 1.66 0.33 154.97
Laois 61.58 28.82 8.07 1.21 0.32 149.86 Donegal 58.76 29.40 10.05 1.48 0.30 155.15
State 61.66 28.58 8.20 1.28 0.28 149.92 Roscommon 58.52 29.66 10.01 1.48 0.33 155.44
Galway City 60.64 30.12 7.72 1.25 0.27 150.38 Longford 57.95 30.28 9.96 1.46 0.34 155.95
Galway County 61.05 29.00 8.46 1.22 0.26 150.66 Mayo 56.59 31.24 10.29 1.52 0.36 157.82
Wexford 61.21 28.54 8.59 1.37 0.28 150.98 Cork City 56.71 30.45 10.61 1.84 0.39 158.73
Monaghan 61.02 28.47 9.17 1.11 0.22 151.04 Limerick City 53.36 32.40 11.57 2.20 0.48 164.03
Louth 61.23 28.32 8.74 1.41 0.30 151.23
ED LevelED Level
SA Level
7 Validation and Comparisons7. Validation and Comparisons
• Spatial Justice Geographies
• Established relationships between health andEstablished relationships between health and 
a range of social indicators
A f f i l j i i• A form of spatial justice mapping
• Tested at a number of scales
KFIW and Deprivation (ED)KFIW and Deprivation (ED)
KFIW v HPI Scores
186
184
182
180
178
176
174
172
170
168
166
164
162
160
158
156
KFIW2011
156
154
152
150
148
146
144
142
140
138
136
134
132
130
128
126
124
122
HPI 2011
1817161514131211109876543210-1-2-3-4-5-6-7-8-9-10-11-12-13-14-15-16-17-18-19-20-21-22-23-24-25-26-27-28-29-30-31-32-33-34-35
120
118
116
114
112
110
KFIW and Unemployment (ED)KFIW and Unemployment (ED)
KFIW and Social ClassKFIW and Social Class
Kavanagh-Foley Index of Wellbeing
171.19
165.83
180.00
146.86
127.41
134.23
141.69
150.93
155.03
165.83
120.00
140.00
160.00
All social classes
SC1
60 00
80.00
100.00
KFIScore
SC2
SC3
SC4
SC5
20.00
40.00
60.00 SC6
SC7
0.00
Social Class
KFIW and DisabilityKFIW and Disability
Total persons 146.86
An intellectual disability 229.58
Difficulty in learning, remembering or concentrating 236.35
Deafness or a serious hearing impairment 236.94
Total persons with a disability 241.75
Blindness or a serious vision impairment 251.88p
Psychological or emotional condition 255.37
Total disabilities 272.10
Diffi lt i ki tt di h l/ ll 276 34Difficulty in working or attending school/college 276.34
Other disability, including chronic illness 276.84
Difficulty in participating in other activities 281.60
A condition that substantially limits one or more basic physical activities 286.98
Difficulty in going outside home alone 287.68
Difficulty in dressing, bathing or getting around inside the home 295.22
KFIW and Informal CareKFIW and Informal Care
Carer 
(HPW) PVG PG PF PB PVB KFIW
Up to 14 54.00% 34.86% 9.28% 1.05% 0.18% 156.66Up to 14 54.00% 34.86% 9.28% 1.05% 0.18% 156.66
15 to 28 46.55% 38.26% 12.49% 1.62% 0.35% 168.76
29 to 42 45.87% 38.67% 12.72% 1.68% 0.32% 169.69
43 to 84 41.14% 40.51% 15.40% 1.91% 0.35% 177.75
84‐167 41.55% 40.42% 15.04% 2.08% 0.31% 177.42
168 36.03% 41.36% 18.42% 2.76% 0.65% 188.30
NS 42.99% 36.11% 15.61% 3.05% 0.75% 178.01
TOTAL 47.73% 37.10% 12.35% 1.69% 0.78% 169.65TOTAL 47.73% 37.10% 12.35% 1.69% 0.78% 169.65
8 Potential Uses for Spatial Justice8. Potential Uses for Spatial Justice
• Potential Use for modelling changes
• Build local/community geographiesBuild local/community geographies
• Secondary Care Utilisation Patterns (HIPE)
• Primary Care Utilisation (GMS)
• Comparisons with Mortality data as itComparisons with Mortality data as it 
emerges.
• Potential for other forms of spatial analysis: 
MLM, Microsimulation
SummarySummary
• Valuable new data set that can inform studies of 
spatial justice
• Operates at meaningful geographical scales
• Potential explanatory relationships identified withPotential explanatory relationships identified with 
range of indicators
• Potential to inform health and social care planning• Potential to inform health and social care planning
• Link to improved administrative data capacity and 
wider statistical analysiswider statistical analysis
• Important to ground truth v qualitative work too.

Mais conteúdo relacionado

Destaque

Spatial literacy for the health sciences
Spatial literacy for the health sciences Spatial literacy for the health sciences
Spatial literacy for the health sciences Hamish Robertson
 
Data Science Powered Apps for Internet of Things
Data Science Powered Apps for Internet of ThingsData Science Powered Apps for Internet of Things
Data Science Powered Apps for Internet of ThingsVMware Tanzu
 
An Open Spatial Systems Framework for Place-Based Decision-Making
An Open Spatial Systems Framework for Place-Based Decision-MakingAn Open Spatial Systems Framework for Place-Based Decision-Making
An Open Spatial Systems Framework for Place-Based Decision-MakingRaed Mansour
 
Adultere -paulo_coelho
Adultere  -paulo_coelhoAdultere  -paulo_coelho
Adultere -paulo_coelhorochdy inaam
 
Marek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to modelsMarek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to modelsswenney
 
A Study on the Development of High Accuracy Solar Tracking Systems
A Study on the Development of High Accuracy Solar Tracking SystemsA Study on the Development of High Accuracy Solar Tracking Systems
A Study on the Development of High Accuracy Solar Tracking Systemsiskandaruz
 
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.Javier Camiña Muñiz
 
PEShare.co.uk Shared Resource
PEShare.co.uk Shared ResourcePEShare.co.uk Shared Resource
PEShare.co.uk Shared Resourcepeshare.co.uk
 
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...hpaocec
 
Optical Emission Spectrometry OES
Optical Emission Spectrometry  OESOptical Emission Spectrometry  OES
Optical Emission Spectrometry OESGamal Abdel Hamid
 
Recent advances in the treatment of alzheimer's disease
Recent advances in the treatment of alzheimer's diseaseRecent advances in the treatment of alzheimer's disease
Recent advances in the treatment of alzheimer's diseaseDr. Mohit Kulmi
 
Alzheimer's disease: Clinical Assessment and Management
Alzheimer's disease: Clinical Assessment and ManagementAlzheimer's disease: Clinical Assessment and Management
Alzheimer's disease: Clinical Assessment and ManagementRavi Soni
 
High performance liquid chromatograph HPLC
High performance liquid chromatograph HPLCHigh performance liquid chromatograph HPLC
High performance liquid chromatograph HPLCGamal Abdel Hamid
 
Multisensor Data Fusion : Techno Briefing
Multisensor Data Fusion : Techno BriefingMultisensor Data Fusion : Techno Briefing
Multisensor Data Fusion : Techno BriefingPaveen Juntama
 
Robotics lecture 01
Robotics lecture 01Robotics lecture 01
Robotics lecture 01NYCCTfab
 
Dek3223 chapter 3 industrial robotic
Dek3223 chapter 3 industrial roboticDek3223 chapter 3 industrial robotic
Dek3223 chapter 3 industrial roboticmkazree
 
Spatial Analysis with R - the Good, the Bad, and the Pretty
Spatial Analysis with R - the Good, the Bad, and the PrettySpatial Analysis with R - the Good, the Bad, and the Pretty
Spatial Analysis with R - the Good, the Bad, and the PrettyNoam Ross
 

Destaque (20)

Spatial literacy for the health sciences
Spatial literacy for the health sciences Spatial literacy for the health sciences
Spatial literacy for the health sciences
 
Data Science Powered Apps for Internet of Things
Data Science Powered Apps for Internet of ThingsData Science Powered Apps for Internet of Things
Data Science Powered Apps for Internet of Things
 
The Spatial Analysis of Health Data: Health Disparities and the Development o...
The Spatial Analysis of Health Data: Health Disparities and the Development o...The Spatial Analysis of Health Data: Health Disparities and the Development o...
The Spatial Analysis of Health Data: Health Disparities and the Development o...
 
An Open Spatial Systems Framework for Place-Based Decision-Making
An Open Spatial Systems Framework for Place-Based Decision-MakingAn Open Spatial Systems Framework for Place-Based Decision-Making
An Open Spatial Systems Framework for Place-Based Decision-Making
 
Adultere -paulo_coelho
Adultere  -paulo_coelhoAdultere  -paulo_coelho
Adultere -paulo_coelho
 
Marek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to modelsMarek - Spatial analyses of health data: From points to models
Marek - Spatial analyses of health data: From points to models
 
Geospatial Data in R
Geospatial Data in RGeospatial Data in R
Geospatial Data in R
 
A Study on the Development of High Accuracy Solar Tracking Systems
A Study on the Development of High Accuracy Solar Tracking SystemsA Study on the Development of High Accuracy Solar Tracking Systems
A Study on the Development of High Accuracy Solar Tracking Systems
 
ICP software qtegra
ICP software qtegraICP software qtegra
ICP software qtegra
 
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.
Biomarcadores de enfermedad de Alzheimer en LCR según PET-FDG cerebral.
 
PEShare.co.uk Shared Resource
PEShare.co.uk Shared ResourcePEShare.co.uk Shared Resource
PEShare.co.uk Shared Resource
 
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...
GIS in Public Health Research: Understanding Spatial Analysis and Interpretin...
 
Optical Emission Spectrometry OES
Optical Emission Spectrometry  OESOptical Emission Spectrometry  OES
Optical Emission Spectrometry OES
 
Recent advances in the treatment of alzheimer's disease
Recent advances in the treatment of alzheimer's diseaseRecent advances in the treatment of alzheimer's disease
Recent advances in the treatment of alzheimer's disease
 
Alzheimer's disease: Clinical Assessment and Management
Alzheimer's disease: Clinical Assessment and ManagementAlzheimer's disease: Clinical Assessment and Management
Alzheimer's disease: Clinical Assessment and Management
 
High performance liquid chromatograph HPLC
High performance liquid chromatograph HPLCHigh performance liquid chromatograph HPLC
High performance liquid chromatograph HPLC
 
Multisensor Data Fusion : Techno Briefing
Multisensor Data Fusion : Techno BriefingMultisensor Data Fusion : Techno Briefing
Multisensor Data Fusion : Techno Briefing
 
Robotics lecture 01
Robotics lecture 01Robotics lecture 01
Robotics lecture 01
 
Dek3223 chapter 3 industrial robotic
Dek3223 chapter 3 industrial roboticDek3223 chapter 3 industrial robotic
Dek3223 chapter 3 industrial robotic
 
Spatial Analysis with R - the Good, the Bad, and the Pretty
Spatial Analysis with R - the Good, the Bad, and the PrettySpatial Analysis with R - the Good, the Bad, and the Pretty
Spatial Analysis with R - the Good, the Bad, and the Pretty
 

Mais de The Royal Irish Academy

Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...
Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...
Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...The Royal Irish Academy
 
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...The Royal Irish Academy
 
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...The Royal Irish Academy
 
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.The Royal Irish Academy
 
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....The Royal Irish Academy
 
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014The Royal Irish Academy
 
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014The Royal Irish Academy
 
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...The Royal Irish Academy
 
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...The Royal Irish Academy
 
Values in University Education: From Practice Into Policy: Declan Kirrane
Values in University Education: From Practice Into Policy: Declan KirraneValues in University Education: From Practice Into Policy: Declan Kirrane
Values in University Education: From Practice Into Policy: Declan KirraneThe Royal Irish Academy
 
Values in University Education: Academic Freedom and Internationalising Highe...
Values in University Education: Academic Freedom and Internationalising Highe...Values in University Education: Academic Freedom and Internationalising Highe...
Values in University Education: Academic Freedom and Internationalising Highe...The Royal Irish Academy
 
Values in University Education:University Autonomy in Europe - Impact and Tre...
Values in University Education:University Autonomy in Europe - Impact and Tre...Values in University Education:University Autonomy in Europe - Impact and Tre...
Values in University Education:University Autonomy in Europe - Impact and Tre...The Royal Irish Academy
 
ERC - Understanding Whats On Offer in Ireland - Dr Imelda Lambkin
ERC - Understanding Whats On Offer in Ireland - Dr Imelda LambkinERC - Understanding Whats On Offer in Ireland - Dr Imelda Lambkin
ERC - Understanding Whats On Offer in Ireland - Dr Imelda LambkinThe Royal Irish Academy
 
ERC - Preparing for the Unexpected - Don Dingwell
ERC - Preparing for the Unexpected - Don DingwellERC - Preparing for the Unexpected - Don Dingwell
ERC - Preparing for the Unexpected - Don DingwellThe Royal Irish Academy
 
Making Open Access Work for Ireland: Dr Julia M Wallace - IRC
Making Open Access Work for Ireland: Dr Julia M Wallace - IRCMaking Open Access Work for Ireland: Dr Julia M Wallace - IRC
Making Open Access Work for Ireland: Dr Julia M Wallace - IRCThe Royal Irish Academy
 
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRC
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRCMaking Open Access Work for Ireland: Geraldine Clement Stoneham - MRC
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRCThe Royal Irish Academy
 
Making Open Access Work for Ireland: Patricia Clarke - HRB
Making Open Access Work for Ireland: Patricia Clarke - HRBMaking Open Access Work for Ireland: Patricia Clarke - HRB
Making Open Access Work for Ireland: Patricia Clarke - HRBThe Royal Irish Academy
 
Spatial Justice and the Irish Crisis: Population and Settlement - Rob Kitchin
Spatial Justice and the Irish Crisis: Population and Settlement - Rob KitchinSpatial Justice and the Irish Crisis: Population and Settlement - Rob Kitchin
Spatial Justice and the Irish Crisis: Population and Settlement - Rob KitchinThe Royal Irish Academy
 

Mais de The Royal Irish Academy (20)

Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...
Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...
Prof. Nollaig Ó Muraíle, MRIA, 'Translations: the placenames work of the OS i...
 
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...
Angélique Day, 'Glimpses of Ireland's past: drawings in the Ordnance Survey M...
 
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...
Glimpses of Ireland’s Past, The Ordnance Survey Memoir Drawings: topography a...
 
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.
Colin Bray, CE, OSi, 'Ordnance Survey Ireland: mapping our future'. 19-11-2014.
 
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....
Rob Goodbody, 'From Rocque to the Ordnance Survey: mapping Dublin 1756-1847'....
 
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014
Prof. Michael Herity, MRIA, 'John O'Donovan's work for the OS'. 29-10-2014
 
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014
Paul Walsh, 'George Petrie's "Topographical Department" 1835-42'. 15-10-2014
 
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...
Prof. William Smith, MRIA 'The OS 6" mapping project: political and cultural ...
 
Art and Architecture of Ireland
Art and Architecture of Ireland Art and Architecture of Ireland
Art and Architecture of Ireland
 
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...
Values in University Education: Academic Freedom: A Provocation? - Paddy Pren...
 
Values in University Education: From Practice Into Policy: Declan Kirrane
Values in University Education: From Practice Into Policy: Declan KirraneValues in University Education: From Practice Into Policy: Declan Kirrane
Values in University Education: From Practice Into Policy: Declan Kirrane
 
Values in University Education: Academic Freedom and Internationalising Highe...
Values in University Education: Academic Freedom and Internationalising Highe...Values in University Education: Academic Freedom and Internationalising Highe...
Values in University Education: Academic Freedom and Internationalising Highe...
 
Values in University Education:University Autonomy in Europe - Impact and Tre...
Values in University Education:University Autonomy in Europe - Impact and Tre...Values in University Education:University Autonomy in Europe - Impact and Tre...
Values in University Education:University Autonomy in Europe - Impact and Tre...
 
ERC - Understanding Whats On Offer in Ireland - Dr Imelda Lambkin
ERC - Understanding Whats On Offer in Ireland - Dr Imelda LambkinERC - Understanding Whats On Offer in Ireland - Dr Imelda Lambkin
ERC - Understanding Whats On Offer in Ireland - Dr Imelda Lambkin
 
ERC - Preparing for the Unexpected - Don Dingwell
ERC - Preparing for the Unexpected - Don DingwellERC - Preparing for the Unexpected - Don Dingwell
ERC - Preparing for the Unexpected - Don Dingwell
 
The ERC in Practice - Fiona Kernan
The ERC in Practice - Fiona KernanThe ERC in Practice - Fiona Kernan
The ERC in Practice - Fiona Kernan
 
Making Open Access Work for Ireland: Dr Julia M Wallace - IRC
Making Open Access Work for Ireland: Dr Julia M Wallace - IRCMaking Open Access Work for Ireland: Dr Julia M Wallace - IRC
Making Open Access Work for Ireland: Dr Julia M Wallace - IRC
 
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRC
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRCMaking Open Access Work for Ireland: Geraldine Clement Stoneham - MRC
Making Open Access Work for Ireland: Geraldine Clement Stoneham - MRC
 
Making Open Access Work for Ireland: Patricia Clarke - HRB
Making Open Access Work for Ireland: Patricia Clarke - HRBMaking Open Access Work for Ireland: Patricia Clarke - HRB
Making Open Access Work for Ireland: Patricia Clarke - HRB
 
Spatial Justice and the Irish Crisis: Population and Settlement - Rob Kitchin
Spatial Justice and the Irish Crisis: Population and Settlement - Rob KitchinSpatial Justice and the Irish Crisis: Population and Settlement - Rob Kitchin
Spatial Justice and the Irish Crisis: Population and Settlement - Rob Kitchin
 

Último

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024The Digital Insurer
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 

Último (20)

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 

Spatial Justice and the Irish Crisis: Health - Ronan Foley and Adrian Kavanagh

  • 2. Layouty 1 M i H l h & W llb i1. Measuring Health & Wellbeing 2. Spatial Data & Justice in Ireland 3. Composition or Context 4 Health and Justice at National Scale4. Health and Justice at National Scale 5. Developing the KFIW Index 6 R l V i bl S i l S l6. Results at Variable Spatial Scales 7. Validation and Comparisons 8. Potential Uses for Spatial Justice
  • 3. 1 Measuring Health & Wellbeing1. Measuring Health & Wellbeing • Quantitative Approaches • Qualitative Approaches • Definitional Issues • Spatial Scales of Analysis• Spatial Scales of Analysis • Census Questions on Limiting Long‐Term Illness (LLTI)  and General Health Stat s (GHS)and General Health Status (GHS) • Additional questions around disability
  • 4. 2 Spatial Data & Justice in Ireland2. Spatial Data & Justice in Ireland • Critical Aspects of Data Gaps and Absences • Limited detailed geographyLimited detailed geography • Census data on measure of spatial injustice and  deprivationdeprivation • Additional routinely collected admin data • New Question on General Health in 2011
  • 6. 3 Composition or Context3. Composition or Context • Debates within Medical/Health Geography • Explaining health injustices • Individual v Aggregate forms • Administrative v Operational Units• Administrative v Operational Units • New SA geographies • Functional and Statistical Value
  • 7. 4 Health and Justice at National Scale4. Health and Justice at National Scale
  • 8. National General Health Data General Health  2001/2 2011 % % Rep. of Ireland*Rep. of Ireland Good/Very Good No question 88.3 Fair No question 8.0 Bad/Very Bad No question 1.5 N th I l dNorthern Ireland Good/Very Good 70 79.5 Fair 19.3 14.9 Bad/Very Bad 10.7 5.6 Scotland Good 67.9 n/a Fair 21.9 n/a Not Good 10 2 n/aNot Good 10.2 n/a England & Wales Good/Very Good 68.6 81.2 Fair 22.2 13.1 /Bad/Very Bad 9.2 5.6 UK 3 point scale  (Good‐Fair‐Not  5 point scale (VG‐ Good) G‐F‐B‐VB)
  • 10. Health and Social Class 80 00%Source: CSO 60.00% 70.00% 80.00% 1 Professional 2 M i l 30.00% 40.00% 50.00% 2 Managerial 3 Non-manual 4 Skilled manual 5 Semi-skilled 6 Unskilled 0 00% 10.00% 20.00% 6 Unskilled 7 Other-unknown 0.00% VG G F B VB NS
  • 11. 5 Developing the KFIW5. Developing the KFIW • Kavanagh‐Foley Index of Wellbeing (KFIW)  • Simple Calculation from Census 2011Simple Calculation from Census 2011 • =(% VGH*1)+(%GH*2)+(%FH*3)+(%BH*4)+(%VBH*5) • Operational across scales • Means and RangesMeans and Ranges • Age‐Standardisation
  • 12. 6. Results at Variable Spatial Scales6. Results at Variable Spatial Scales National/RegionalNational/Regional County/Local Authorities LEA – Local Electoral Area l l i i iED – Electoral Divisions SA – Small AreasSA  Small Areas Settlements Functional Areas, e.g. Local Health Offices (LHO)
  • 13. KFIW Scores: Local Authority ScaleKFIW Scores: Local Authority Scale LA Scale VG G F B VB KFIW Score LA Scale VG G F B VB KFIW Score Dún Laoghaire-Rathdown 66.71 25.50 6.53 1.02 0.23 142.55 Clare 60.05 30.14 8.28 1.25 0.26 151.53 Fingal 65.63 27.21 6.01 0.95 0.20 142.89 Westmeath 60.46 29.42 8.47 1.34 0.32 151.63 Meath 65.09 27.23 6.54 0.94 0.21 143.93 Kerry 59.48 30.28 8.79 1.17 0.27 152.46y Cork County 64.97 27.01 6.88 0.93 0.20 144.38 North Tipperary 59.88 29.46 9.07 1.34 0.25 152.63 Kildare 64.91 27.09 6.67 1.10 0.22 144.62 Offaly 59.86 29.63 8.82 1.38 0.31 152.66 Wicklow 64.16 27.07 7.46 1.09 0.22 146.16 Carlow 59.63 29.73 9.01 1.38 0.25 152.88 South Dublin 63.30 27.94 7.29 1.20 0.27 147.20 Sligo 58.99 29.71 9.59 1.44 0.26 154.28 Waterford County 63.08 27.80 7.86 1.06 0.20 147.51 Leitrim 58.34 30.42 9.80 1.20 0.24 154.59 Kilkenny 62.88 27.81 7.90 1.15 0.26 148.09 South Tipperary 58.65 30.11 9.46 1.49 0.31 154.70 Cavan 62.85 27.43 8.40 1.11 0.20 148.39 Dublin City 59.11 29.51 9.26 1.71 0.40 154.77 Limerick County 61.97 28.89 7.81 1.10 0.22 148.72 Waterford City 58.52 30.32 9.17 1.66 0.33 154.97 Laois 61.58 28.82 8.07 1.21 0.32 149.86 Donegal 58.76 29.40 10.05 1.48 0.30 155.15 State 61.66 28.58 8.20 1.28 0.28 149.92 Roscommon 58.52 29.66 10.01 1.48 0.33 155.44 Galway City 60.64 30.12 7.72 1.25 0.27 150.38 Longford 57.95 30.28 9.96 1.46 0.34 155.95 Galway County 61.05 29.00 8.46 1.22 0.26 150.66 Mayo 56.59 31.24 10.29 1.52 0.36 157.82 Wexford 61.21 28.54 8.59 1.37 0.28 150.98 Cork City 56.71 30.45 10.61 1.84 0.39 158.73 Monaghan 61.02 28.47 9.17 1.11 0.22 151.04 Limerick City 53.36 32.40 11.57 2.20 0.48 164.03 Louth 61.23 28.32 8.74 1.41 0.30 151.23
  • 16. 7 Validation and Comparisons7. Validation and Comparisons • Spatial Justice Geographies • Established relationships between health andEstablished relationships between health and  a range of social indicators A f f i l j i i• A form of spatial justice mapping • Tested at a number of scales
  • 17. KFIW and Deprivation (ED)KFIW and Deprivation (ED) KFIW v HPI Scores 186 184 182 180 178 176 174 172 170 168 166 164 162 160 158 156 KFIW2011 156 154 152 150 148 146 144 142 140 138 136 134 132 130 128 126 124 122 HPI 2011 1817161514131211109876543210-1-2-3-4-5-6-7-8-9-10-11-12-13-14-15-16-17-18-19-20-21-22-23-24-25-26-27-28-29-30-31-32-33-34-35 120 118 116 114 112 110
  • 18. KFIW and Unemployment (ED)KFIW and Unemployment (ED)
  • 19. KFIW and Social ClassKFIW and Social Class Kavanagh-Foley Index of Wellbeing 171.19 165.83 180.00 146.86 127.41 134.23 141.69 150.93 155.03 165.83 120.00 140.00 160.00 All social classes SC1 60 00 80.00 100.00 KFIScore SC2 SC3 SC4 SC5 20.00 40.00 60.00 SC6 SC7 0.00 Social Class
  • 20. KFIW and DisabilityKFIW and Disability Total persons 146.86 An intellectual disability 229.58 Difficulty in learning, remembering or concentrating 236.35 Deafness or a serious hearing impairment 236.94 Total persons with a disability 241.75 Blindness or a serious vision impairment 251.88p Psychological or emotional condition 255.37 Total disabilities 272.10 Diffi lt i ki tt di h l/ ll 276 34Difficulty in working or attending school/college 276.34 Other disability, including chronic illness 276.84 Difficulty in participating in other activities 281.60 A condition that substantially limits one or more basic physical activities 286.98 Difficulty in going outside home alone 287.68 Difficulty in dressing, bathing or getting around inside the home 295.22
  • 21. KFIW and Informal CareKFIW and Informal Care Carer  (HPW) PVG PG PF PB PVB KFIW Up to 14 54.00% 34.86% 9.28% 1.05% 0.18% 156.66Up to 14 54.00% 34.86% 9.28% 1.05% 0.18% 156.66 15 to 28 46.55% 38.26% 12.49% 1.62% 0.35% 168.76 29 to 42 45.87% 38.67% 12.72% 1.68% 0.32% 169.69 43 to 84 41.14% 40.51% 15.40% 1.91% 0.35% 177.75 84‐167 41.55% 40.42% 15.04% 2.08% 0.31% 177.42 168 36.03% 41.36% 18.42% 2.76% 0.65% 188.30 NS 42.99% 36.11% 15.61% 3.05% 0.75% 178.01 TOTAL 47.73% 37.10% 12.35% 1.69% 0.78% 169.65TOTAL 47.73% 37.10% 12.35% 1.69% 0.78% 169.65
  • 22. 8 Potential Uses for Spatial Justice8. Potential Uses for Spatial Justice • Potential Use for modelling changes • Build local/community geographiesBuild local/community geographies • Secondary Care Utilisation Patterns (HIPE) • Primary Care Utilisation (GMS) • Comparisons with Mortality data as itComparisons with Mortality data as it  emerges. • Potential for other forms of spatial analysis:  MLM, Microsimulation
  • 23. SummarySummary • Valuable new data set that can inform studies of  spatial justice • Operates at meaningful geographical scales • Potential explanatory relationships identified withPotential explanatory relationships identified with  range of indicators • Potential to inform health and social care planning• Potential to inform health and social care planning • Link to improved administrative data capacity and  wider statistical analysiswider statistical analysis • Important to ground truth v qualitative work too.