Empirical Modeling of Deprivation Contagion among Social Exclusion Dimensions (Using MCMC Methods)
Economic theory and empirical evidence clearly show that social exclusion dimensions are inter-related. Notwithstanding that, dimensions are usually assumed independent from one another in the economics literature. In this paper we explore the inter-dependency of social exclusion dimensions and study the transmission of deprivation among them. In particular, we propose the use of stochastic epidemic models, which are typically used to study the transmission of infectious diseases, to the analysis of deprivation diffusion among social exclusion dimensions with the aim of acquiring a deeper understanding of the mechanism governing deprivation transmission. We also provide an empirical implementation that investigates the consequences, in terms of future deprivation, for Italian and Spanish women of being jobless, as opposed to doing paid work. We also investigate the consequences of being unemployed versus being inactive. We conclude that working seems to act as a protective mechanism to shocks. In addition, conditional on losing one’s job, women who subsequently search for a job (unemployed) are more likely to experience contagion than women who do not search (inactive).
|Date of creation:||Feb 2007|
|Date of revision:|
|Publication status:||published in: Jacques Silber (ed.), The Measurement of Individual Well-Being and Group Inequalities: Essays in Memory of Z.M. Berrebi, Routledge, 2010|
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- Walter Bossert & Conchita D'Ambrosio & Vito Peragine, 2007.
"Deprivation and Social Exclusion,"
London School of Economics and Political Science, vol. 74(296), pages 777-803, November.
- BOSSERT, Walter & D'AMBROSIO, Conchita & PERAGINE, Vito, 2004. "Deprivation and Social Exclusion," Cahiers de recherche 2004-01, Universite de Montreal, Departement de sciences economiques.
- BOSSERT, Walter & D'AMBROSIO, Conchita & PERAGINE, Vito, 2004. "Deprivation and Social Exclusion," Cahiers de recherche 02-2004, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Namkee Ahn & Pedro Mira, .
"A note on the changing relationship between fertility and female employment rates in developed countries,"
- Pedro Mira & Namkee Ahn, 2002. "A note on the changing relationship between fertility and female employment rates in developed countries," Journal of Population Economics, Springer, vol. 15(4), pages 667-682.
- Ahn, N. & Mira, P., 1999. "A Note on the Changing Relationship Between Fertility and Female Employment Rates in Developed Countries," Papers 9903, Centro de Estudios Monetarios Y Financieros-.
- Namkee Ahn & Pedro Mira, . "A note on the changing relationship between fertility and female employment rates in developed countries," Studies on the Spanish Economy 13, FEDEA.
- Satya R. Chakravarty & Conchita D'Ambrosio, 2003.
"The Measurement of Social Exclusion,"
Discussion Papers of DIW Berlin
364, DIW Berlin, German Institute for Economic Research.
- Ambra Poggi, 2003.
"Does persistence of social exclusion exist in Spain?,"
wpdea0308, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Ambra Poggi, 2007. "Does persistence of social exclusion exist in Spain?," Journal of Economic Inequality, Springer, vol. 5(1), pages 53-72, April.
- Tsakloglou, Panos & Papadopoulos, Fotis, 2001. "Identifying Population Groups at High Risk of Social Exclusion: Evidence from the ECHP," IZA Discussion Papers 392, Institute for the Study of Labor (IZA).
- Florence Jaumotte, 2003. "Female Labour Force Participation: Past Trends and Main Determinants in OECD Countries," OECD Economics Department Working Papers 376, OECD Publishing.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
- Stephen Nickell, 2003.
"Poverty and Worklessness in Britain,"
CEP Discussion Papers
dp0579, Centre for Economic Performance, LSE.
- Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-59, May.
- Philip D. O'Neill & David J. Balding & Niels G. Becker & Mervi Eerola & Denis Mollison, 2000. "Analyses of infectious disease data from household outbreaks by Markov chain Monte Carlo methods," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 49(4), pages 517-542.
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