IDEAS home Printed from https://ideas.repec.org/p/irs/cepswp/2012-33.html
   My bibliography  Save this paper

Measuring and accounting for the deprivation gap of Portuguese immigrants in Luxembourg

Author

Listed:
  • HILDEBRAND Vincent
  • PI ALPERIN Maria Noel
  • VAN KERM Philippe

Abstract

This paper examines the relative well-being of Portuguese immigrants in Luxembourg by looking at non-monetary, or ‘direct indicators’ of material deprivation. The paper not only documents deprivation differentials between immigrants and natives, but also models the association between material deprivation indicators, income and population characteristics in order to shed light on the sources of differentials. In particular, we measure how much income differentials explain differences in material deprivation. We find that answer to this question depend a lot on what deprivation indicators are taken into consideration (and a little on how aggregate material deprivation indicators are constructed). Income differences explain material deprivation differences entirely when the latter is measured according the European Commission’s headline indicator on material deprivation. Inclusion of housing condition indicators mitigates this relationship and we then find compelling evidence that material deprivation is not entirely accounted for by income differentials.

Suggested Citation

  • HILDEBRAND Vincent & PI ALPERIN Maria Noel & VAN KERM Philippe, 2012. "Measuring and accounting for the deprivation gap of Portuguese immigrants in Luxembourg," LISER Working Paper Series 2012-33, Luxembourg Institute of Socio-Economic Research (LISER).
  • Handle: RePEc:irs:cepswp:2012-33
    as

    Download full text from publisher

    File URL: https://www.liser.lu/publi_viewer.cfm?tmp=2623
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    2. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    3. Thomas K. Bauer & Deborah A. Cobb‐Clark & Vincent A. Hildebrand & Mathias G. Sinning, 2011. "A Comparative Analysis Of The Nativity Wealth Gap," Economic Inquiry, Western Economic Association International, vol. 49(4), pages 989-1007, October.
    4. Walter Bossert & Satya R. Chakravarty & Conchita D’Ambrosio, 2019. "Multidimensional Poverty and Material Deprivation with Discrete Data," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 191-209, Springer.
    5. Joel Fetzer, 2010. "Housing and the Residential Integration of Immigrants in Luxembourg and the EU-15," LIS Working papers 547, LIS Cross-National Data Center in Luxembourg.
    6. George J. Borjas, 2021. "Assimilation, Changes in Cohort Quality, and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 2, pages 3-29, World Scientific Publishing Co. Pte. Ltd..
    7. Deborah A. Cobb‐Clark & Vincent A. Hildebrand, 2006. "The Wealth And Asset Holdings Of U.S.‐Born And Foreign‐Born Households: Evidence From Sipp Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 17-42, March.
    8. Ken Clark & Joanne Lindley, 2009. "Immigrant assimilation pre and post labour market entry: evidence from the UK Labour Force Survey," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(1), pages 175-198, January.
    9. Stephen Klasen, 2000. "Measuring Poverty And Deprivation In South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 33-58, March.
    10. Rolf Aaberge & Eugenio Peluso, 2011. "A Counting Approach for Measuring Multidimensional Deprivation," Working Papers 07/2011, University of Verona, Department of Economics.
    11. Christian Dustmann, 1996. "The social assimilation of immigrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 9(1), pages 37-54, February.
    12. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    13. Joseph Deutsch & Jacques Silber, 2005. "Measuring Multidimensional Poverty: An Empirical Comparison Of Various Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(1), pages 145-174, March.
    14. Kristin F. Butcher & John Dinardo, 2002. "The Immigrant and Native-Born Wage Distributions: Evidence from United States Censuses," ILR Review, Cornell University, ILR School, vol. 56(1), pages 97-121, October.
    15. Amelie F. Constant & Rowan Roberts & Klaus F. Zimmermann, 2009. "Ethnic Identity and Immigrant Homeownership," Urban Studies, Urban Studies Journal Limited, vol. 46(9), pages 1879-1898, August.
    16. Christopher D. Carroll & Byung-Kun Rhee & Changyong Rhee, 1994. "Are There Cultural Effects on Saving? Some Cross-Sectional Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 685-699.
    17. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    18. repec:adr:anecst:y:2008:i:91-92:p:11 is not listed on IDEAS
    19. Sergio Firpo & Cristine Pinto, 2016. "Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(3), pages 457-486, April.
    20. Tony Atkinson & Bea Cantillon & Eric Marlier & Brian Nolan, 2002. "Indicators for Social Inclusion," Politica economica, Società editrice il Mulino, issue 1, pages 7-28.
    21. Aleksynska, Mariya & Algan, Yann, 2010. "Assimilation and Integration of Immigrants in Europe," IZA Discussion Papers 5185, Institute of Labor Economics (IZA).
    22. Firpo, Sergio Pinheiro, 2010. "Identification and estimation of interventions using changes in inequality measures," Textos para discussão 214, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    23. de New, John & Sinning, Mathias, 2007. "Social Deprivation and Exclusion of Immigrants in Germany," IZA Discussion Papers 3153, Institute of Labor Economics (IZA).
    24. Thomas Y. Mathä & Alessandro Porpiglia & Eva Sierminska, 2011. "The Immigrant/Native Wealth Gap in Germany, Italy and Luxembourg," BCL working papers 57, Central Bank of Luxembourg.
    25. Paul Dickes & Alessio Fusco & Eric Marlier, 2010. "Structure of National Perceptions of Social Needs Across EU Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(1), pages 143-167, January.
    26. Alicia Adsera & Barry Chiswick, 2007. "Are there gender and country of origin differences in immigrant labor market outcomes across European destinations?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(3), pages 495-526, July.
    27. Vincent A. Hildebrand & María Noel Pi Alperin & Philippe Van Kerm, 2017. "Measuring and Accounting for the Deprivation Gap of Portuguese Immigrants in Luxembourg," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 288-309, June.
    28. Barry R. Chiswick & Paul W. Miller, 2009. "Citizenship in the United States: the roles of immigrant characteristics and country of origin," Research in Labor Economics, in: Ethnicity and Labor Market Outcomes, pages 91-130, Emerald Group Publishing Limited.
    29. Francesco Figari, 2012. "Cross-national differences in determinants of multiple deprivation in Europe," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(3), pages 397-418, September.
    30. Green, David A, 1999. "Immigrant Occupational Attainment: Assimilation and Mobility over Time," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 49-79, January.
    31. Ma. Casilda Lasso de la Vega, 2009. "Counting poverty orderings and deprivation curves," Working Papers 150, ECINEQ, Society for the Study of Economic Inequality.
    32. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    33. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    34. Steve McKay, 2004. "Poverty or preference: what do 'consensual deprivation indicators' really mean?," Fiscal Studies, Institute for Fiscal Studies, vol. 25(2), pages 201-223, June.
    35. Barry R. Chiswick & Yew Liang Lee & Paul W. Miller, 2002. "Longitudinal Analysis of Immigrant Occupational Mobility: A Test of the Immigrant Assimilation Hypothesis," Economics Discussion / Working Papers 02-08, The University of Western Australia, Department of Economics.
    36. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    37. Mathias Sinning, 2010. "Homeownership and Economic Performance of Immigrants in Germany," Urban Studies, Urban Studies Journal Limited, vol. 47(2), pages 387-409, February.
    38. Jean-Yves Duclos & David E. Sahn & Stephen D. Younger, 2006. "Robust Multidimensional Poverty Comparisons," Economic Journal, Royal Economic Society, vol. 116(514), pages 943-968, October.
    39. Izquierdo, Mario & Lacuesta, Aitor & Vegas, Raquel, 2009. "Assimilation of immigrants in Spain: A longitudinal analysis," Labour Economics, Elsevier, vol. 16(6), pages 669-678, December.
    40. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    41. Nolan, Brian & Whelan, Christopher T., 1996. "Resources, Deprivation, and Poverty," OUP Catalogue, Oxford University Press, number 9780198287858.
    42. Robert Breunig & Syed Hasan & Mosfequs Salehin, 2013. "The Immigrant Wage Gap and Assimilation in Australia: Does Unobserved Heterogeneity Matter?," The Economic Record, The Economic Society of Australia, vol. 89(287), pages 490-507, December.
    43. Luna Bellani & Conchita D’Ambrosio, 2011. "Deprivation, Social Exclusion and Subjective Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(1), pages 67-86, October.
    44. Borjas, George J., 2002. "Homeownership in the immigrant population," Journal of Urban Economics, Elsevier, vol. 52(3), pages 448-476, November.
    45. GUIO Anne-Catherine & FUSCO Alessio & MARLIER Eric, 2009. "A European Union Approach to Material Deprivation using EU-SILC and Eurobarometer data," IRISS Working Paper Series 2009-19, IRISS at CEPS/INSTEAD.
    46. repec:cai:poeine:pope_903_0507 is not listed on IDEAS
    47. Atkinson, Tony & Cantillon, Bea & Marlier, Eric & Nolan, Brian, 2002. "Social Indicators: The EU and Social Inclusion," OUP Catalogue, Oxford University Press, number 9780199253494.
    48. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, September.
    49. Christopher T. Whelan & Brian Nolan & Bertrand Maitre, 2008. "Measuring Material Deprivation in the Enlarged EU," Papers WP249, Economic and Social Research Institute (ESRI).
    50. Joseph G. Altonji & Prashant Bharadwaj & Fabian Lange, 2012. "Changes in the Characteristics of American Youth: Implications for Adult Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 30(4), pages 783-828.
    51. Brian Nolan & Christopher T. Whelan, 2010. "Using non-monetary deprivation indicators to analyze poverty and social exclusion: Lessons from Europe?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(2), pages 305-325.
    52. PI ALPERIN Maria Noel, 2010. "Comparing non-monetary deprivation and inequality levels in the EU countries," LISER Working Paper Series 2010-27, Luxembourg Institute of Socio-Economic Research (LISER).
    53. Francesco Devicienti, 2010. "Shapley-value decompositions of changes in wage distributions: a note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(1), pages 35-45, March.
    54. Cédric Gorinas, 2014. "Ethnic identity, majority norms, and the native–immigrant employment gap," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 225-250, January.
    55. Luna Bellani, 2013. "Multidimensional indices of deprivation: the introduction of reference groups weights," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(4), pages 495-515, December.
    56. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    57. Jenkins, Stephen P & Lambert, Peter J, 1997. "Three 'I's of Poverty Curves, with an Analysis of UK Poverty Trends," Oxford Economic Papers, Oxford University Press, vol. 49(3), pages 317-327, July.
    58. Michael Lechner, 2008. "A Note on the Common Support Problem in Applied Evaluation Studies," Annals of Economics and Statistics, GENES, issue 91-92, pages 217-235.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vincent A. Hildebrand & María Noel Pi Alperin & Philippe Van Kerm, 2017. "Measuring and Accounting for the Deprivation Gap of Portuguese Immigrants in Luxembourg," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 288-309, June.
    2. Fusco, Alessio, 2015. "The relationship between income and housing deprivation: A longitudinal analysis," Economic Modelling, Elsevier, vol. 49(C), pages 137-143.
    3. Flaviana Palmisano & Dirk Van de gaer, 2016. "History-dependent growth incidence: a characterization and an application to the economic crisis in Italy," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 585-603.
    4. Salvatore Morelli & Brian Nolan & Juan C. Palomino & Philippe Van Kerm, 2022. "The Wealth (Disadvantage) of Single-Parent Households," The ANNALS of the American Academy of Political and Social Science, , vol. 702(1), pages 188-204, July.
    5. Jesús Ruiz-Huerta Carbonell & Rosa María Martínez López, 2014. "Multidimensional poverty in immigrant households: a comparative analysis within the Europe 2020 framework," CIRANO Working Papers 2014s-18, CIRANO.
    6. Tamara Gutfleisch & Robin Samuel, 2022. "Hiring in border regions: experimental and qualitative evidence from a recruiter survey in Luxembourg," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    7. Hanna Dudek & Wiesław Szczesny, 2021. "Multidimensional material deprivation in Poland: a focus on changes in 2015–2017," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(2), pages 741-763, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jesús Ruiz-Huerta Carbonell & Rosa María Martínez López, 2014. "Multidimensional poverty in immigrant households: a comparative analysis within the Europe 2020 framework," CIRANO Working Papers 2014s-18, CIRANO.
    2. E. Bárcena-Martín & B. Lacomba & A. I. Moro-Egido & S. Pérez-Moreno, 2014. "Country Differences in Material Deprivation in Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 802-820, December.
    3. José Espinoza-Delgado & Jacques Silber, 2018. "Multi-dimensional poverty among adults in Central America and gender differences in the three I’s of poverty: Applying inequality sensitive poverty measures with ordinal variables," Ibero America Institute for Econ. Research (IAI) Discussion Papers 237, Ibero-America Institute for Economic Research.
    4. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Temi di discussione (Economic working papers) 976, Bank of Italy, Economic Research and International Relations Area.
    5. GUIO Anne-Catherine & FUSCO Alessio & MARLIER Eric, 2009. "A European Union Approach to Material Deprivation using EU-SILC and Eurobarometer data," IRISS Working Paper Series 2009-19, IRISS at CEPS/INSTEAD.
    6. Alkire, Sabina & Santos, Maria Emma, 2014. "Measuring Acute Poverty in the Developing World: Robustness and Scope of the Multidimensional Poverty Index," World Development, Elsevier, vol. 59(C), pages 251-274.
    7. Espinoza-Delgado, José & López-Laborda, Julio, 2017. "Nicaragua: evolución de la pobreza multidimensional, 2001-2009," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    8. Espinoza-Delgado, José & Klasen, Stephan, 2018. "Gender and multidimensional poverty in Nicaragua: An individual based approach," World Development, Elsevier, vol. 110(C), pages 466-491.
    9. Fotis Papadopoulos & Panos Tsakloglou, 2015. "Chronic material deprivation and long-term poverty in Europe in the pre-crisis period," ImPRovE Working Papers 15/16, Herman Deleeck Centre for Social Policy, University of Antwerp.
    10. Aaberge, Rolf & Peluso, Eugenio & Sigstad, Henrik, 2019. "The dual approach for measuring multidimensional deprivation: Theory and empirical evidence," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    11. Espinoza-Delgado, José & López-Laborda, Julio, 2016. "Las tres Is de la pobreza multidimensional en Nicaragua y el diferencial de género en los primeros quince años del siglo XXI, a partir de un enfoque centrado en la persona [The three I’s of multidi," MPRA Paper 74997, University Library of Munich, Germany.
    12. Irene Ferrari, 2020. "The nativity wealth gap in Europe: a matching approach," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 33-77, January.
    13. Carmelo García-Pérez & Yolanda González-González & Mercedes Prieto-Alaiz, 2017. "Identifying the Multidimensional Poor in Developed Countries Using Relative Thresholds: An Application to Spanish Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 291-303, March.
    14. Sabina Alkire & James Foster, 2011. "Understandings and misunderstandings of multidimensional poverty measurement," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 289-314, June.
    15. Berenger, Valerie, 2016. "Measuring Multidimensional Poverty in Three Southeast Asian Countries using Ordinal Variables," ADBI Working Papers 618, Asian Development Bank Institute.
    16. Sabina Alkire, Mauricio Apablaza, 2016. "Multidimensional Poverty in Europe 2006-2012: Illustrating a Methodology," OPHI Working Papers 74, Queen Elizabeth House, University of Oxford.
    17. Rolf Aaberge & Eugenio Peluso & Henrik Sigstad, 2015. "The dual approach for measuring. Multidimesional deprivation and poverty," Discussion Papers 820, Statistics Norway, Research Department.
    18. Burhan Can Karahasan & Fırat Bilgel, 2021. "The Topography and Sources of Multidimensional Poverty in Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(2), pages 413-445, April.
    19. Lungile Ntsalaze & Sylvanus Ikhide, 2018. "Rethinking Dimensions: The South African Multidimensional Poverty Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 195-213, January.
    20. Giovanna Scarcilli, 2024. "Studying the evolution of cumulative deprivation among European countries with a copula-based approach," Working Papers 667, ECINEQ, Society for the Study of Economic Inequality.

    More about this item

    Keywords

    material deprivation; Portuguese immigrants; inverse generalized Loenz curve; reweighting; multidimensional poverty; PSELL;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:irs:cepswp:2012-33. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Library and Documentation (email available below). General contact details of provider: https://edirc.repec.org/data/cepsslu.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.