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InGRID Final Conference Brussels – 17/01/2017. Multidimensional indicators to measure children’s living conditions and deprivation. Caterina Giusti, Monica Pratesi University of Pisa Antonella D’Agostino University “Parthenope” of Naples Antoanneta Potsi Bergische Universität Wuppertal.
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InGRIDFinal ConferenceBrussels – 17/01/2017 Multidimensional indicators to measure children’s living conditions and deprivation Caterina Giusti, Monica Pratesi University of Pisa Antonella D’Agostino University “Parthenope” of Naples Antoanneta Potsi Bergische Universität Wuppertal
Aimofthestudy • The aim is to broaden the discussion on the crucialtopic on children’swell-being, adding some interestingpoints to the currentliterature. • We investigated children capability deprivation in Italy, country chosen as exemplary where human development is challenged in times of social crisis.
The Capability Approach (CA) • The CA is an alternative normative framework for the evaluation of human development, well-being and freedom which considers human functionings and capabilities. • Functionings are ‘‘features of the state of an existence of a person’’ (Hawthorn 1987) while capabilities represent what people are able to do or to be (Sen, 1999) • Capabilities represent the essential fulcrum between material resources (commodities) and human achievements (Dean, 2009).
Childrenandthe CA • Sen argues (1999:5) that “the capabilities that adults enjoy are deeply conditional on their experience as children but being a child is about more than the adult you will become”. • Deficiencies in important capabilities during childhood not only reduce the well-being of those suffering from the deficiencies, but may also have larger societal implications (Klasen 2001; Biggeri 2007).
The multidimensional and fuzzyapproach Mainfeatures of thismethodology: • Povertyis a multidimensionalconcept, involvingseveralaspects of monetary and non monetarydeprivation (supplementary indicators of the level of living) • The conventionalclassificationpoor/non poorisreplaced by the specification of a membershipfunction to the set of poor (ranging from 0 to 1): poverty/deprivation as a matter of degree • Fuzzy multi-dimensional poverty: Fuzzy monetary and a set of fuzzy supplementary indicators (each measuring a non-monetary domain) Somequantitative approachis essential: • We use the Integrated and Fuzzy Relative approach (Lemmi et al. 2010)
The multidimensional and fuzzyapproach • The fuzzymethodologyisable to preserve the richness of the capability approach suggested by Amartya Sen - notions such as ‘well-being’ can be inexact or vague. • The use of fuzzy methodologies under the capability approach has already been explored by some authors in a theoretical and applied perspective (ChiapperoMartinetti 2006, Addabbo and Facchinetti 2013), but none of these works presented a framework for the study of children living conditions.
Empiricalanalysis • Data: Italian EU-SILC 2009 survey. • 19,128 individuals from 5,030 households with at least one child aged 0-14 (37.2% out of the all sampled of households). • Disaggregated level of analysis: single parent household, household educational level, macro-regions.
Capabilities and domains • Being able to laugh, to play, to enjoy recreational activities (PLAY) • To be adequately nourished and dressed (NUTRITION & CLOTHING) • To be able to deal with the unexpected dues (FINANCIAL) • Social interaction: Being able to be part of a group, interact with other children (AFFILIATION & SOCIAL PARTICIPATION) • To have adequate shelter (SHELTER) • Being able to live in safety (SAFETY) • Bodily health: Being able to have good health (BODILY HEALTH)
Findings HCR (percentage of individuals living in households with income below the poverty line)
Findings Fuzzy and multidimensionalpovertymeasures (householdswith children)
Findings • Monetarydeprivationisonly an aspect of Italianchildren’swell-being. • Italianchildrenappear more vulnerable with respectto life outside the family. Aspectswhich are more relatedto family dimensions are more amenable to alternative non-monetaryresourcing (e.g. foodand clothing), whilesuchsolutions are lessavailable for aspects of social life and the quality of environment.
Future work • We have already extended the present study to other European countries • We are performing the analyses using EU-SILC 2014 data to get some insides on the effect of the financial crisis on European children • We are also working on performing the analysis at regional level (upon availability of EU-SILC data) • From a methodologicalpointofviewweaim at computingstandarderrorsforthefuzzymeasuresfollowingthemethodologyrecentlyproposedby Betti et al. (2016)