SlideShare ist ein Scribd-Unternehmen logo
1 von 31
What makes people socially
excluded?
Role of drivers, individual characteristics and local
conditions.
Mihail Peleah, Andrey Ivanov,
UNDP Bratislava Regional Center
Presentation for HDCA 2013 Conference
10-12 September 2013, Managua, Nicaragua
Drivers of social exclusion
Specific local conditions
Social exclusion status
Individual characteristics
interact
with
in context of
…and result in
Structures and institutions; values and
behavior patterns; policies
Drivers are external factors, influenced by
legacies, that either speed up or slow
down the process of individual
vulnerabilities turning into social
exclusion
(social exclusion risk factors),
like poor education, disability,
minority status
Predominant industry, single or multiple
employment opportunities, local
infrastructures, history of violent conflict
or environmental disaster
of the individual in three dimensions—
exclusion from economic life, social
services, and civic and social
participation
Social Exclusion Chain
HOW WE MEASURE SOCIAL
EXCLUSION STATUS?
Social Exclusion Index
• Objective and multidimensional
measure of social exclusion
• Measure status excluded or non-excluded,
not ‘perception’ or ‘risk’
• Applicable for Europe and Central Asia
region
• Useful for policymaking
Data sources
• Regional Survey for RHDR (2009)
• Kazakhstan and Tajikistan
• Moldova and Ukraine
• Macedonia FYR and Serbia
• + Armenia: Social Cohesion Study (2010)
• Compatible with the Regional Survey
• Includes sub-national level
• Serbia
• Secondary source contextualization
• Roma and IDP
Construction of index
• Based on Alkire-Foster (2009)
• 3 areas of exclusion
– Economic exclusion
– Exclusion from
– Exclusion from civic and political participation
• 24 indicators, 8 per area
• Exclusion is overlapping deprivations
• Threshold is 9 out of 24
Social Exclusion Index
H—Social Exclusion Headcount
Sensitive to breadth, not depth of exclusion
H=0.600 (3 out of 5)
A—Average Share of Deprivations among Excluded
Sensitive to depth of exclusion
A=0.569
M0=H A—Social Exclusion Index▪
Sensitive both to breadth and depth of exclusion
M0=0.600•0.569=0.341
Profiles of exclusison
DRIVERS OF EXCLUSION
Drivers of Exclusion
• Structural or institutional drivers
• Values and behavioural patterns
• Policies
Corruption: Supply and Tolerance
Attitudes matter
PERSONAL CHARACTERISTICS
Different combinations of individual risks and local
context results in different levels of social exclusion
Average
Capital or
economic center
Small town
Village
Average risk of exclusion in the region
hides significant territorial differences…
Individual vulnerabilities (like
disability) interact with local
conditions and amplify exclusion
Disabled doesn’t mean
automatically excluded!
Local conditions matter
Source: RHDR “Beyond Transition: Toward Inclusive Societies”, 2011
Cycles of exclusion
LOCAL CONDITIONS
Three steps
• Regional study
– In-study contextual data
– Contextualization by experts
• Armenia
– Secondary sources at regional level
• Serbia
– Secondary sources at municipal level
– Extended set of indicators
– Some econometrics
Secondary Source
Contextualization
Survey
Administrative
datasets
Statistical
databases
Local economy matters
Serbia: Social Exclusion and
Health
Serbia: Social Exclusion and
Education
Serbia: Social Exclusion and
Employment
Regression: Mixed picture
Full set Booster Full set Booster
ind OLS ind OLS best MLS best MLS
lactrate Activity rate (%) +0.002 -0.046
lorgemp Employed in enterprise, institutions, cooperatives and other
organizations (total, %)
-0.046 +0.038 -0.028
lagric Agriculture, forestry and water works (%) +0.068 -0.394
lromashare Share of Roma in settlement +0.217 -0.486
lcurrevpc Current revenues (in RSD thousands) per capita -0.028 -0.110 -0.036 -0.066
ldistcap Distance from capital (by car) +0.004 +0.032
ldistuni Distance to nearest university -0.011 +0.095 -0.028
ldistrest Distance to nearest restaurant -0.000 +0.092
ldisthosp Distance to nearest hospital +0.032 +0.088
lbirth1000w Birth rate per 1000 women -0.050 -0.435 -0.052
ldeath1000 Number of deaths per year per 1000 +0.232 -0.804
lpupsch Number of pupils in primary schools per school -0.002 +0.002
lchisch Number of children in preschool institutions per institution -0.003 +0.006 +0.019
lchi1000 Number of children in preschool institutions per 1000 children 5-9 -0.005 -0.001 -0.005
ldoc1000 Number of doctors per capita per 1000 people -0.185 -2.175
lvoted Number of voters who casted their vote in last elections per 100
person adult population (share of those who casted)
-0.001 +0.218 +0.488
nperhh Number of persons in household -0.165 +0.771
nkids14hh Number of children under 14 in household -0.189 +1.389 -0.311 +1.204
v15 Age of respondent +0.063 -0.005
p_isdsbld Main respondent has disability or long-term illenss +2.600 +3.220 +2.432 +2.519
COMBINING PIECES OF PUZZLE
Different combinations of individual risks, drivers and local
context results in different levels of social exclusion
If you are young person, with low education, living in village, with single company—you face
high risk of exclusion
…and secondary education doesn’t help much in these conditions…
…while vibrant business environment makes a lot of difference
…economic centers offer more opportunities (even with low education)
…and much more if you are educated
+
+
+
+ + +Source: RHDR “Beyond Transition: Toward Inclusive Societies”, 2011

Weitere ähnliche Inhalte

Ähnlich wie What makes people socially excluded? Role of drivers, individual characteristics and local conditions.

Multidimensional Human Poverty
Multidimensional Human PovertyMultidimensional Human Poverty
Multidimensional Human PovertyUNDP Türkiye
 
Multidimensional Human Poverty - New Approaches in Poverty Measurement
Multidimensional Human Poverty - New Approaches in Poverty MeasurementMultidimensional Human Poverty - New Approaches in Poverty Measurement
Multidimensional Human Poverty - New Approaches in Poverty MeasurementUNDP Eurasia
 
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...UNDP Eurasia
 
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...denisapapayova
 
Social Inclusion in CEE - Secondary Source Contextualization of Survey Data
Social Inclusion in CEE - Secondary Source Contextualization of Survey DataSocial Inclusion in CEE - Secondary Source Contextualization of Survey Data
Social Inclusion in CEE - Secondary Source Contextualization of Survey DataUNDP Eurasia
 
Innovative measurements in NHDRs: combining creativity with solid methodologi...
Innovative measurements in NHDRs: combining creativity with solid methodologi...Innovative measurements in NHDRs: combining creativity with solid methodologi...
Innovative measurements in NHDRs: combining creativity with solid methodologi...Mihail Peleah
 
Barrett-CTT National Values Assessment Headlines
Barrett-CTT National Values Assessment HeadlinesBarrett-CTT National Values Assessment Headlines
Barrett-CTT National Values Assessment HeadlinesPhil Clothier
 
Data and Indicators for Sustainable Human Development
Data and Indicators for Sustainable Human DevelopmentData and Indicators for Sustainable Human Development
Data and Indicators for Sustainable Human DevelopmentMihail Peleah
 
Ian brunton smith
Ian brunton smithIan brunton smith
Ian brunton smithAnushigarg
 
Visualising absent groups in healthcare
Visualising absent groups in healthcareVisualising absent groups in healthcare
Visualising absent groups in healthcareHamish Robertson
 
4 Disability and Poverty in LMICs, Jean Francois Trani & Parul Bakhshi
4 Disability and Poverty in LMICs,  Jean Francois Trani & Parul Bakhshi4 Disability and Poverty in LMICs,  Jean Francois Trani & Parul Bakhshi
4 Disability and Poverty in LMICs, Jean Francois Trani & Parul BakhshiThe Impact Initiative
 
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...Kenneth O. Miles
 
Day 2 Session 11 Almanzar_ Value chain toolkit
Day 2 Session 11 Almanzar_ Value chain toolkitDay 2 Session 11 Almanzar_ Value chain toolkit
Day 2 Session 11 Almanzar_ Value chain toolkitAg4HealthNutrition
 
Rural Poverty Unperseved
Rural Poverty UnpersevedRural Poverty Unperseved
Rural Poverty UnpersevedDinesh yadav
 
Childcare Reform in Moldova Achievements and Challenges
Childcare Reform in Moldova Achievements and ChallengesChildcare Reform in Moldova Achievements and Challenges
Childcare Reform in Moldova Achievements and ChallengesMEASURE Evaluation
 
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...Stepan Zemtsov
 
SIG Model – Subordinates Involving Governance
SIG Model – Subordinates Involving GovernanceSIG Model – Subordinates Involving Governance
SIG Model – Subordinates Involving GovernanceTuuli Stewart
 
Unconditional Cash Transfers & Youth Mental Health in Africa
Unconditional Cash Transfers & Youth Mental Health in AfricaUnconditional Cash Transfers & Youth Mental Health in Africa
Unconditional Cash Transfers & Youth Mental Health in AfricaThe Transfer Project
 
No Shortcuts: Using evidence to inform public policy in Coventry
No Shortcuts: Using evidence to inform public policy in CoventryNo Shortcuts: Using evidence to inform public policy in Coventry
No Shortcuts: Using evidence to inform public policy in CoventrySi Chun Lam
 

Ähnlich wie What makes people socially excluded? Role of drivers, individual characteristics and local conditions. (20)

Multidimensional Human Poverty
Multidimensional Human PovertyMultidimensional Human Poverty
Multidimensional Human Poverty
 
Multidimensional Human Poverty - New Approaches in Poverty Measurement
Multidimensional Human Poverty - New Approaches in Poverty MeasurementMultidimensional Human Poverty - New Approaches in Poverty Measurement
Multidimensional Human Poverty - New Approaches in Poverty Measurement
 
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...
Beyond Transition- Towards Inclusive Societies (Regional Human Development Re...
 
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...
Beyond Transition- Towards Inclusive Societes (Regional Human Development Rep...
 
Social Inclusion in CEE - Secondary Source Contextualization of Survey Data
Social Inclusion in CEE - Secondary Source Contextualization of Survey DataSocial Inclusion in CEE - Secondary Source Contextualization of Survey Data
Social Inclusion in CEE - Secondary Source Contextualization of Survey Data
 
Innovative measurements in NHDRs: combining creativity with solid methodologi...
Innovative measurements in NHDRs: combining creativity with solid methodologi...Innovative measurements in NHDRs: combining creativity with solid methodologi...
Innovative measurements in NHDRs: combining creativity with solid methodologi...
 
Barrett-CTT National Values Assessment Headlines
Barrett-CTT National Values Assessment HeadlinesBarrett-CTT National Values Assessment Headlines
Barrett-CTT National Values Assessment Headlines
 
Vanessa Burholt
Vanessa BurholtVanessa Burholt
Vanessa Burholt
 
Data and Indicators for Sustainable Human Development
Data and Indicators for Sustainable Human DevelopmentData and Indicators for Sustainable Human Development
Data and Indicators for Sustainable Human Development
 
Ian brunton smith
Ian brunton smithIan brunton smith
Ian brunton smith
 
Visualising absent groups in healthcare
Visualising absent groups in healthcareVisualising absent groups in healthcare
Visualising absent groups in healthcare
 
4 Disability and Poverty in LMICs, Jean Francois Trani & Parul Bakhshi
4 Disability and Poverty in LMICs,  Jean Francois Trani & Parul Bakhshi4 Disability and Poverty in LMICs,  Jean Francois Trani & Parul Bakhshi
4 Disability and Poverty in LMICs, Jean Francois Trani & Parul Bakhshi
 
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...
Intercultural Competency: How To Become A Better Fundraiser Within A Diverse ...
 
Day 2 Session 11 Almanzar_ Value chain toolkit
Day 2 Session 11 Almanzar_ Value chain toolkitDay 2 Session 11 Almanzar_ Value chain toolkit
Day 2 Session 11 Almanzar_ Value chain toolkit
 
Rural Poverty Unperseved
Rural Poverty UnpersevedRural Poverty Unperseved
Rural Poverty Unperseved
 
Childcare Reform in Moldova Achievements and Challenges
Childcare Reform in Moldova Achievements and ChallengesChildcare Reform in Moldova Achievements and Challenges
Childcare Reform in Moldova Achievements and Challenges
 
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...
Zemtsov S. Socio economic risk assessment of flooding for Russian coastal reg...
 
SIG Model – Subordinates Involving Governance
SIG Model – Subordinates Involving GovernanceSIG Model – Subordinates Involving Governance
SIG Model – Subordinates Involving Governance
 
Unconditional Cash Transfers & Youth Mental Health in Africa
Unconditional Cash Transfers & Youth Mental Health in AfricaUnconditional Cash Transfers & Youth Mental Health in Africa
Unconditional Cash Transfers & Youth Mental Health in Africa
 
No Shortcuts: Using evidence to inform public policy in Coventry
No Shortcuts: Using evidence to inform public policy in CoventryNo Shortcuts: Using evidence to inform public policy in Coventry
No Shortcuts: Using evidence to inform public policy in Coventry
 

Kürzlich hochgeladen

Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...
Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...
Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...Christina Parmionova
 
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdf
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdfIf there is a Hell on Earth, it is the Lives of Children in Gaza.pdf
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdfKatrina Sriranpong
 
2024 ECOSOC YOUTH FORUM -logistical information - United Nations Economic an...
2024 ECOSOC YOUTH FORUM -logistical information -  United Nations Economic an...2024 ECOSOC YOUTH FORUM -logistical information -  United Nations Economic an...
2024 ECOSOC YOUTH FORUM -logistical information - United Nations Economic an...Christina Parmionova
 
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️saminamagar
 
Digital Transformation of the Heritage Sector and its Practical Implications
Digital Transformation of the Heritage Sector and its Practical ImplicationsDigital Transformation of the Heritage Sector and its Practical Implications
Digital Transformation of the Heritage Sector and its Practical ImplicationsBeat Estermann
 
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.Christina Parmionova
 
In credit? Assessing where Universal Credit’s long rollout has left the benef...
In credit? Assessing where Universal Credit’s long rollout has left the benef...In credit? Assessing where Universal Credit’s long rollout has left the benef...
In credit? Assessing where Universal Credit’s long rollout has left the benef...ResolutionFoundation
 
Canadian Immigration Tracker - Key Slides - February 2024.pdf
Canadian Immigration Tracker - Key Slides - February 2024.pdfCanadian Immigration Tracker - Key Slides - February 2024.pdf
Canadian Immigration Tracker - Key Slides - February 2024.pdfAndrew Griffith
 
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.Christina Parmionova
 
Yellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfYellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfAmir Saranga
 
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATION
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATIONGOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATION
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATIONShivamShukla147857
 
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作澳洲UTS学位证,悉尼科技大学毕业证书1:1制作
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作aecnsnzk
 
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...MartMantilla1
 
2024: The FAR, Federal Acquisition Regulations - Part 23
2024: The FAR, Federal Acquisition Regulations - Part 232024: The FAR, Federal Acquisition Regulations - Part 23
2024: The FAR, Federal Acquisition Regulations - Part 23JSchaus & Associates
 
办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书zdzoqco
 
23rd Infopoverty World Conference - Agenda programme
23rd Infopoverty World Conference - Agenda programme23rd Infopoverty World Conference - Agenda programme
23rd Infopoverty World Conference - Agenda programmeChristina Parmionova
 
Build Tomorrow’s India Today By Making Charity For Poor Students
Build Tomorrow’s India Today By Making Charity For Poor StudentsBuild Tomorrow’s India Today By Making Charity For Poor Students
Build Tomorrow’s India Today By Making Charity For Poor StudentsSERUDS INDIA
 
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptx
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptxPETTY CASH FUND - GOVERNMENT ACCOUNTING.pptx
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptxCrisAnnBusilan
 
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...Amil Baba Dawood bangali
 

Kürzlich hochgeladen (20)

Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...
Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...
Youth shaping sustainable and innovative solution - Reinforcing the 2030 agen...
 
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdf
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdfIf there is a Hell on Earth, it is the Lives of Children in Gaza.pdf
If there is a Hell on Earth, it is the Lives of Children in Gaza.pdf
 
2024 ECOSOC YOUTH FORUM -logistical information - United Nations Economic an...
2024 ECOSOC YOUTH FORUM -logistical information -  United Nations Economic an...2024 ECOSOC YOUTH FORUM -logistical information -  United Nations Economic an...
2024 ECOSOC YOUTH FORUM -logistical information - United Nations Economic an...
 
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
call girls in Kirti Nagar DELHI 🔝 >༒9540349809 🔝 genuine Escort Service 🔝✔️✔️
 
Digital Transformation of the Heritage Sector and its Practical Implications
Digital Transformation of the Heritage Sector and its Practical ImplicationsDigital Transformation of the Heritage Sector and its Practical Implications
Digital Transformation of the Heritage Sector and its Practical Implications
 
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.
ECOSOC YOUTH FORUM 2024 - Side Events Schedule -17 April.
 
Housing For All - Fair Housing Choice Report
Housing For All - Fair Housing Choice ReportHousing For All - Fair Housing Choice Report
Housing For All - Fair Housing Choice Report
 
In credit? Assessing where Universal Credit’s long rollout has left the benef...
In credit? Assessing where Universal Credit’s long rollout has left the benef...In credit? Assessing where Universal Credit’s long rollout has left the benef...
In credit? Assessing where Universal Credit’s long rollout has left the benef...
 
Canadian Immigration Tracker - Key Slides - February 2024.pdf
Canadian Immigration Tracker - Key Slides - February 2024.pdfCanadian Immigration Tracker - Key Slides - February 2024.pdf
Canadian Immigration Tracker - Key Slides - February 2024.pdf
 
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.
ECOSOC YOUTH FORUM 2024 Side Events Schedule-18 April.
 
Yellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdfYellow is My Favorite Color By Annabelle.pdf
Yellow is My Favorite Color By Annabelle.pdf
 
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATION
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATIONGOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATION
GOVERNMENT OF NCT OF DELHI DIRECTORATE OF EDUCATION
 
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作澳洲UTS学位证,悉尼科技大学毕业证书1:1制作
澳洲UTS学位证,悉尼科技大学毕业证书1:1制作
 
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...
Republic Act 11032 (Ease of Doing Business and Efficient Government Service D...
 
2024: The FAR, Federal Acquisition Regulations - Part 23
2024: The FAR, Federal Acquisition Regulations - Part 232024: The FAR, Federal Acquisition Regulations - Part 23
2024: The FAR, Federal Acquisition Regulations - Part 23
 
办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书办理约克大学毕业证成绩单|购买加拿大文凭证书
办理约克大学毕业证成绩单|购买加拿大文凭证书
 
23rd Infopoverty World Conference - Agenda programme
23rd Infopoverty World Conference - Agenda programme23rd Infopoverty World Conference - Agenda programme
23rd Infopoverty World Conference - Agenda programme
 
Build Tomorrow’s India Today By Making Charity For Poor Students
Build Tomorrow’s India Today By Making Charity For Poor StudentsBuild Tomorrow’s India Today By Making Charity For Poor Students
Build Tomorrow’s India Today By Making Charity For Poor Students
 
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptx
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptxPETTY CASH FUND - GOVERNMENT ACCOUNTING.pptx
PETTY CASH FUND - GOVERNMENT ACCOUNTING.pptx
 
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...
NO1 Certified Best vashikaran specialist in UK USA UAE London Dubai Canada Am...
 

What makes people socially excluded? Role of drivers, individual characteristics and local conditions.

  • 1. What makes people socially excluded? Role of drivers, individual characteristics and local conditions. Mihail Peleah, Andrey Ivanov, UNDP Bratislava Regional Center Presentation for HDCA 2013 Conference 10-12 September 2013, Managua, Nicaragua
  • 2. Drivers of social exclusion Specific local conditions Social exclusion status Individual characteristics interact with in context of …and result in Structures and institutions; values and behavior patterns; policies Drivers are external factors, influenced by legacies, that either speed up or slow down the process of individual vulnerabilities turning into social exclusion (social exclusion risk factors), like poor education, disability, minority status Predominant industry, single or multiple employment opportunities, local infrastructures, history of violent conflict or environmental disaster of the individual in three dimensions— exclusion from economic life, social services, and civic and social participation Social Exclusion Chain
  • 3. HOW WE MEASURE SOCIAL EXCLUSION STATUS?
  • 4. Social Exclusion Index • Objective and multidimensional measure of social exclusion • Measure status excluded or non-excluded, not ‘perception’ or ‘risk’ • Applicable for Europe and Central Asia region • Useful for policymaking
  • 5. Data sources • Regional Survey for RHDR (2009) • Kazakhstan and Tajikistan • Moldova and Ukraine • Macedonia FYR and Serbia • + Armenia: Social Cohesion Study (2010) • Compatible with the Regional Survey • Includes sub-national level • Serbia • Secondary source contextualization • Roma and IDP
  • 6. Construction of index • Based on Alkire-Foster (2009) • 3 areas of exclusion – Economic exclusion – Exclusion from – Exclusion from civic and political participation • 24 indicators, 8 per area • Exclusion is overlapping deprivations • Threshold is 9 out of 24
  • 7. Social Exclusion Index H—Social Exclusion Headcount Sensitive to breadth, not depth of exclusion H=0.600 (3 out of 5) A—Average Share of Deprivations among Excluded Sensitive to depth of exclusion A=0.569 M0=H A—Social Exclusion Index▪ Sensitive both to breadth and depth of exclusion M0=0.600•0.569=0.341
  • 8.
  • 11. Drivers of Exclusion • Structural or institutional drivers • Values and behavioural patterns • Policies
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 20. Different combinations of individual risks and local context results in different levels of social exclusion Average Capital or economic center Small town Village Average risk of exclusion in the region hides significant territorial differences… Individual vulnerabilities (like disability) interact with local conditions and amplify exclusion Disabled doesn’t mean automatically excluded! Local conditions matter Source: RHDR “Beyond Transition: Toward Inclusive Societies”, 2011
  • 23. Three steps • Regional study – In-study contextual data – Contextualization by experts • Armenia – Secondary sources at regional level • Serbia – Secondary sources at municipal level – Extended set of indicators – Some econometrics
  • 27. Serbia: Social Exclusion and Education
  • 28. Serbia: Social Exclusion and Employment
  • 29. Regression: Mixed picture Full set Booster Full set Booster ind OLS ind OLS best MLS best MLS lactrate Activity rate (%) +0.002 -0.046 lorgemp Employed in enterprise, institutions, cooperatives and other organizations (total, %) -0.046 +0.038 -0.028 lagric Agriculture, forestry and water works (%) +0.068 -0.394 lromashare Share of Roma in settlement +0.217 -0.486 lcurrevpc Current revenues (in RSD thousands) per capita -0.028 -0.110 -0.036 -0.066 ldistcap Distance from capital (by car) +0.004 +0.032 ldistuni Distance to nearest university -0.011 +0.095 -0.028 ldistrest Distance to nearest restaurant -0.000 +0.092 ldisthosp Distance to nearest hospital +0.032 +0.088 lbirth1000w Birth rate per 1000 women -0.050 -0.435 -0.052 ldeath1000 Number of deaths per year per 1000 +0.232 -0.804 lpupsch Number of pupils in primary schools per school -0.002 +0.002 lchisch Number of children in preschool institutions per institution -0.003 +0.006 +0.019 lchi1000 Number of children in preschool institutions per 1000 children 5-9 -0.005 -0.001 -0.005 ldoc1000 Number of doctors per capita per 1000 people -0.185 -2.175 lvoted Number of voters who casted their vote in last elections per 100 person adult population (share of those who casted) -0.001 +0.218 +0.488 nperhh Number of persons in household -0.165 +0.771 nkids14hh Number of children under 14 in household -0.189 +1.389 -0.311 +1.204 v15 Age of respondent +0.063 -0.005 p_isdsbld Main respondent has disability or long-term illenss +2.600 +3.220 +2.432 +2.519
  • 31. Different combinations of individual risks, drivers and local context results in different levels of social exclusion If you are young person, with low education, living in village, with single company—you face high risk of exclusion …and secondary education doesn’t help much in these conditions… …while vibrant business environment makes a lot of difference …economic centers offer more opportunities (even with low education) …and much more if you are educated + + + + + +Source: RHDR “Beyond Transition: Toward Inclusive Societies”, 2011