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Cross-Country Income Mobility Comparisons Under Panel Attrition: The Relevance of Weighting Schemes

Author

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  • Luis Ayala

    (Instituto de Estudios Fiscales / Universidad Rey Juan Carlos)

  • Carolina Navarro

    (Universidad Nacional de Educación a Distancia)

  • Mercedes Sastre

    (Instituto de Estudios Fiscales / Universidad Complutense)

Abstract

This paper aims to present an assessment of the effects of panel attrition on income mobility comparisons for some EU-countries by using the European Community Household Panel (ECHP). There are different possibilities of correcting the attrition problem by means of alternative longitudinal weighting schemes. The sensitivity of mobility estimates to these attrition correction procedures is tested in the paper. Our results show that ECHP attrition is characterised by a certain degree of selectivity but only affecting some variables and countries. Different probability models corroborate the existence of a certain non-random attrition. The model chosen to construct the longitudinal weights to correct attrition offers up rather different results than those obtained when Eurostat’s longitudinal weights are used. Although attrition does not seem to have a great effect on aggregated mobility indicators, it does have a decisive effect on decomposition exercises. Finally, the tests conducted on income mobility indicators reveal a certain sensitivity to the weighting system used.

Suggested Citation

  • Luis Ayala & Carolina Navarro & Mercedes Sastre, 2006. "Cross-Country Income Mobility Comparisons Under Panel Attrition: The Relevance of Weighting Schemes," Working Papers 47, ECINEQ, Society for the Study of Economic Inequality.
    • Handle: RePEc:inq:inqwps:ecineq2006-47
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    1. O'Connell, Philip J. & Russell, Helen & FitzGerald, John, 2006. "Human Resources," Book Chapters, in: Morgenroth, Edgar (ed.),Ex-Ante Evaluation of the Investment Priorities for the National Development Plan 2007-2013, Economic and Social Research Institute (ESRI).
    2. Markus Pannenberg, 1998. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (GSOEP) 1984 until 1997," Discussion Papers of DIW Berlin 172, DIW Berlin, German Institute for Economic Research.
    3. Carlos Gradín & Olga Cantó & Coral del Río, 2008. "Inequality, poverty and mobility: Choosing income or consumption as welfare indicators," Investigaciones Economicas, Fundación SEPI, vol. 32(2), pages 169-200, May.
    4. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
    5. Adam Davey & Michael J. Shanahan & Joseph L. Schafer, 2001. "Correcting for Selective Nonresponse in the National Longitudinal Survey of Youth Using Multiple Imputation," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 500-519.
    6. Markus Pannenberg, 1997. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (GSOEP) (1984 until 1996)," Discussion Papers of DIW Berlin 150, DIW Berlin, German Institute for Economic Research.
    7. Nicoletti, Cheti & Peracchi, Franco, 2002. "A cross-country comparison of survey nonparticipation in the ECHP -ISER working paper-," ISER Working Paper Series 2002-32, Institute for Social and Economic Research.
    8. Markus Pannenberg, 2000. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (GSOEP) 1984 until 1998," Discussion Papers of DIW Berlin 196, DIW Berlin, German Institute for Economic Research.
    9. Miguel-Angel López García, 2005. "La vivienda y la reforma fiscal de 1998: un ejercicio de simulación," Hacienda Pública Española / Review of Public Economics, IEF, vol. 175(4), pages 123-147, december.
    10. Ulrich Rendtel ; Felix Büchel, 1994. "Tests for Non-ignorable Panel Attrition and Their Application on Wage Estimates from the German Socio-Economic Panel (GSOEP)," Discussion Papers of DIW Berlin 89, DIW Berlin, German Institute for Economic Research.
    11. Becketti, Sean & Gould, William & Lillard, Lee & Welch, Finis, 1988. "The Panel Study of Income Dynamics after Fourteen Years: An Evaluatio n," Journal of Labor Economics, University of Chicago Press, vol. 6(4), pages 472-492, October.
    12. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of the Impact of Sample Attrition on the Second Generation of Respondents in the Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 300-344.
    13. Charles J. Romeo, 2001. "Controlling for Seam Problems in Duration Model Estimates: With Application to the Current Population Survey and the Computer Aided Telephone Interview/Computer Aided Personal Interview Overlap Survey," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 467-499.
    14. Daniel H. Hill & Robert J. Willis, 2001. "Reducing Panel Attrition: A Search for Effective Policy Instruments," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 416-438.
    15. Charles R. Pierret, 2001. "Event History Data and Survey Recall: An Analysis of the National Longitudinal Survey of Youth 1979 Recall Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 439-466.
    16. Lawrence L. Wu & Steven P. Martin & Daniel A. Long, 2001. "Comparing Data Quality of Fertility and First Sexual Intercourse Histories," Journal of Human Resources, University of Wisconsin Press, vol. 36(3), pages 520-555.
    17. Franco Peracchi, 2002. "The European Community Household Panel: A review," Empirical Economics, Springer, vol. 27(1), pages 63-90.
    18. José María Arranz & Carlos García-Serrano, "undated". "¿Qué Ha Sucedido Con La Estabilidad Del Empleo En España?. Un Análisis Desagregado Con Datos De La Epa: 1987-2003(*)," Working Papers 4-04 Classification-JEL :, Instituto de Estudios Fiscales.
    19. Shorrocks, Anthony, 1978. "Income inequality and income mobility," Journal of Economic Theory, Elsevier, vol. 19(2), pages 376-393, December.
    20. Shorrocks, A F, 1978. "The Measurement of Mobility," Econometrica, Econometric Society, vol. 46(5), pages 1013-1024, September.
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    Cited by:

    1. Denisa Maria Sologon & Cathal O'Donoghue, 2009. "Earnings Dynamics and Inequality in EU, 1994-2001," SOEPpapers on Multidisciplinary Panel Data Research 184, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Denisa Maria Sologon & Cathal O'Donoghue, 2014. "Shaping Earnings Insecurity: Labor Market Policy and Institutional Factors," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S1), pages 205-232, May.
    3. Luis Ayala & Mercedes Sastre, 2008. "The structure of income mobility: empirical evidence from five UE countries," Empirical Economics, Springer, vol. 35(3), pages 451-473, November.
    4. Claudio, Sapelli, 2013. "Movilidad intrageneracional del ingreso en Chile," Estudios Públicos, Centro de Estudios Públicos, vol. 0(131), pages 1-35.
    5. Denisa Maria Sologon & O'Donoghue, Cathal, 2011. "Shaping earnings instability: labour market policy and institutional factors," MERIT Working Papers 2011-077, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Sara Ayllón, 2013. "Understanding poverty persistence in Spain," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(2), pages 201-233, June.
    7. Fertig, Michael & Schurer, Stefanie, 2007. "Labour Market Outcomes of Immigrants in Germany – The Importance of Heterogeneity and Attrition Bias," Ruhr Economic Papers 20, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. SOLOGON Denisa & O'DONOGHUE Cathal, 2010. "Earnings Mobility in the EU: 1994-2001," LISER Working Paper Series 2010-36, Luxembourg Institute of Socio-Economic Research (LISER).
    9. Michael Fertig & Stefanie Schurer, 2007. "Earnings Assimilation of Immigrants in Germany: The Importance of Heterogeneity and Attrition Bias," SOEPpapers on Multidisciplinary Panel Data Research 30, DIW Berlin, The German Socio-Economic Panel (SOEP).
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    11. Ayala, Luis & Navarro, Carolina, 2007. "The dynamics of housing deprivation," Journal of Housing Economics, Elsevier, vol. 16(1), pages 72-97, March.
    12. Michael Fertig & Stefanie Schurer, 2007. "Labour Market Outcomes of Immigrants in Germany – The Importance of Heterogeneity and Attrition Bias," Ruhr Economic Papers 0020, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.

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    More about this item

    Keywords

    Income mobility; attrition; European Community Household Panel.;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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