Measuring poverty through a generalised budget approach An empirical test in 11 countries Cok Vrooman www.scp.nl Outline 1. Some general notions on measuring poverty 2. Poverty according to the generalised budget approach: the instrument as developed for the Netherlands 3. Application of the GBA in comparative analysis of poverty (11 countries) 4. Merits of the instrument Source: J.C. Vrooman (2009). Rules of relief; Institutions of social security, and their impact The Hague: SCP (Chapter 6: Poverty) Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 1 Criteria for assessing poverty lines 1. Validityy 2. Reliability 3. Ease of application in empirical research 4. Social policy relevance/credibility Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Typology of poverty lines Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 2 Relative poverty and income inequality Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Generalised budget approach in NL (I) Basic methodology 1. Initial budget: reference household in starting year detailed budget for single person (Nibud) two levels: ‘basic needs’ ‘modest but adequate’ 2. Generalisation over population: equivalence scale Statistics Netherlands Scale (nAdult + 0.8n Child)0.5 3. Generalisation over time: indexation mechanism 3-year moving average of median expenditure on food and non-alcoholic drinks, clothing and housing (HES) theoretically quasi-relative: inflation < index < median income Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 3 Generalised budget approach in NL (II) Reference budgets and poverty lines Monthly amounts, in euro Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Generalised budget approach in NL (III) Poverty lines and poverty rates 1985-2005 Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 4 Generalised budget approach in NL (IV) Conclusions Valid: Good coverage of the theoretical concept of poverty, due to explicit link to expenditure people cannot avoid or which is perceived as socially necessary Reliable: Plausible results in terms of trends and risk groups Applicable: Only one reference budget, no need for annual update Normatively credible: In line with public opinion on perception of poverty and with consensual budgets constructed in focus groups* * S. Hoff, C. van Gaalen, A. Soede, A. Luten, C. Vrooman & S. Lamers (2009). Genoeg om van te leven [Sufficient to live on]. The Hague: SCP/Nibud Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Comparative analysis (I): Background and hypotheses Categoral principal component analysis (CatPCA) on 54 ttraits aits of social security sec it in 11 co countries nt ies 2 dimensions - scope of social security - degree of universalism/particularism 3 country clusters and 1 hybrid - liberal: US, AU, UK, CA - social-democratic: DK, SE, NO - corporatist: BE, DE, FR - hybrid: NL Poverty hypothesis: LIB > CRP > SD > HYB Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 5 Comparative analysis (II) Assessing the norm amounts in other countries 1. Initial budget: g person p 2000,, Dutch norm amounts single ‘basic needs’ and ‘modest but adequate’ Translated to other countries by PPP 2. Generalisation over national populations: Uniform equivalence scale based on sensitivity analysis Slightly different from NL (nAdult + 0.75 nChild)0.6 3. No generalisation over time: situation in around 2000 Data: Luxembourg Income Study Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Comparative analysis (III) Poverty threshold values in 11 countries (single person, 2000) Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 6 Comparative analysis (IV) ‘The 3 I’s of poverty’ and composite measures Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 Comparative analysis (V) multilevel models Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 7 The generalised budget approach to poverty Merits of the instrument 1. 2. 2 3. GBA does not suffer from many of the drawbacks of popular poverty lines (60% median, expert budget) Valid reliable, Valid, reliable easy to apply, apply normatively credible Both in historical analysis of poverty in NL, and in comparative analysis in around 2000 However: Use of PPP is rather crude preferably national reference budgets with common methodology More work required on: comparability of equivalence scales indexation mechanism/data in different countries Reference Budgets for Social Inclusion ecdn/EU Progress Project, Vienna, 20-22 October 2009 8