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Mapping Community Structures by Health Exclusion, Poverty and Unemployment

Mapping Community Structures by Health Exclusion, Poverty and Unemployment Sevinc Rende, Deniz Rende and Nihat Baysal Policies to Advance Social Integration UNDESA, New York 2- 4 November 2009. Social Policy: new terms for social contract Social Exclusion Resources & Opportunities

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Mapping Community Structures by Health Exclusion, Poverty and Unemployment

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  1. Mapping Community Structures by Health Exclusion, Poverty and Unemployment Sevinc Rende, Deniz Rende and Nihat Baysal Policies to Advance Social Integration UNDESA, New York 2- 4 November 2009

  2. Social Policy: new terms for social contract • Social Exclusion • Resources & Opportunities • Relational • Measurement: Laeken Indicators

  3. Methodology households as “nodes” connected to other “nodes” within shortest distance distance: Euclidian – multidimensional clustering: grouping “nodes” within shortest distance

  4. q5 q4 Expenditure Expenditure q3 q2 q1 Exc-Health Exc-Health Expenditure Expenditure Exc-Health Exc-Health

  5. Data: 2004 Roma Vulnerability Survey

  6. q5 q4 Expenditure Expenditure q3 q2 q1 Exc-Health Exc-Health Expenditure Expenditure Exc-Health Exc-Health

  7. BiH Expenditure vs. Labor

  8. BiH Expenditure vs. Health

  9. Macedonia Expenditure vs. Labor

  10. Macedonia Expenditure vs. Health

  11. Romania Expenditure vs. Labor

  12. Romania Expenditure vs. Health

  13. Conclusion • Clustering : a new approach? • Mapping interaction between dimensions across households • Identification of beneficiaries - weakly formed “communities” • Efficiency: Means-tested vs. Universal social policies • Thank you.

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