000 01795nam a22002777u 4500
001 pwiiw3194
003 OSt
005 20260518120109.0
008 121123t2012 au ||||| |||| 00| ||eng d
040 _cOSt
041 _aeng
100 1 _aHerceg, Ivana
245 1 0 _aA New Cluster-Based Financial Vulnerability Indicator: The Analytical Concept and its Application for Stress Testing in a Post-Socialist Economy
260 _aWien :
_bWiener Institut für Internationale Wirtschaftsvergleiche (wiiw),
_c2012.
490 1 _awiiw Balkan Observatory Working Papers
_v100
520 _aThis paper proposes a new approach to household financial vulnerability analysis by employing cluster analysis techniques in the identification of potentially vulnerable households. The cluster-based vulnerability indicator is combined with a binary dependant variable model and used in stress testing. The proposed methodology is applied to householdlevel data for a post-socialist economy – that of Croatia – with the specific aim of testing the extent to which the prolonged economic downturn following the Great Recession of 2008-2009 might hurt indebted households. The paper compares the results based on the new approach with those based on traditional stress testing methods. Interest rate shocks had a stronger impact on household vulnerability in the traditional approach, whereas decreases in employment are found to be more disruptive in the cluster-based approach.
650 _ahousehold financial vulnerability
650 _acluster analysis
650 _astress testing
650 _aCroatia
651 _aCroatia
700 1 _aNestić, Danijel
830 0 _v100
_wWIIW0000140
_twiiw Balkan Observatory Working Papers
856 4 0 _uhttps://wiiw.ac.at/p-3194.html
942 _cP
_2z
999 _c8788
_d8788