This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

Empirical Modeling of Deprivation Contagion Among Social Exclusion Dimensions (Using MCMC Methods)

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
Ambra Poggi
Xavier Ramos

Additional information is available for the following registered author(s):

Abstract

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).

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.laboratoriorevelli.it/_pdf/wp59.pdf
File Format: application/pdf
File Function:
Download Restriction: no

Publisher Info
Paper provided by LABORatorio R. Revelli, Centre for Employment Studies in its series LABORatorio R. Revelli Working Papers Series with number 59.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: 16 pages
Date of creation: 2007
Date of revision:
Handle: RePEc:cca:wplabo:59

Contact details of provider:
Postal: Via Real Collegio, 30, 10024 Moncalieri (To)
Phone: +390116705000
Fax: +390116476847
Email:
Web page: http://www.laboratoriorevelli.it/
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: (Giovanni Bert).

Related research
Keywords: deprivation; social exclusion; contagion models; Markov chain Monte Carlo methods; metropolis-Hastings algorithm; stochastic models; propensity score.;

Other versions of this item:

Find related papers by JEL classification:
C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Bayesian Analysis
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
I30 - Health, Education, and Welfare - - Welfare and Poverty - - - General

This paper has been announced in the following NEP Reports:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. 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, Blackwell Publishing, vol. 64(4), pages 605-54, October. [Downloadable!] (restricted)
  2. Ambra Poggi, 2007. "Does persistence of social exclusion exist in Spain?," Journal of Economic Inequality, Springer, vol. 5(1), pages 53-72, April. [Downloadable!] (restricted)
    Other versions:
  3. 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. [Downloadable!]
    Other versions:
  4. Satya R. Chakravarty & Conchita D'Ambrosio, 2006. "The Measurement Of Social Exclusion," Review of Income and Wealth, Blackwell Publishing, vol. 52(3), pages 377-398, 09. [Downloadable!] (restricted)
    Other versions:
  5. Florence Jaumotte, 2003. "Female Labour Force Participation: Past Trends and Main Determinants in OECD Countries," OECD Economics Department Working Papers 376, OECD, Economics Department. [Downloadable!]
  6. 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. [Downloadable!] (restricted)
  7. Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-59, May. [Downloadable!] (restricted)
  8. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January. [Downloadable!] (restricted)
  9. Stephen Nickell, 2004. "Poverty And Worklessness In Britain," Economic Journal, Royal Economic Society, vol. 114(494), pages C1-C25, 03. [Downloadable!] (restricted)
    Other versions:
Full references

Statistics
Access and download statistics

Did you know? You too can volunteer for RePEc, for example by editing a NEP report.

This page was last updated on 2009-11-7.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.