IDEAS home Printed from https://ideas.repec.org/p/ese/iserwp/2006-40.html
   My bibliography  Save this paper

Summarizing multiple deprivation indicators

Author

Listed:
  • P. Jenkins, Stephen
  • Cappellari, Lorenzo

Abstract

Deprivation scales derived from multiple, typically dichotomous, indicators, are widely used to monitor households’ standards of living, and to complement measures of living standards based on income. We use an item response modelling (IRM) framework to address several issues concerning the derivation of deprivation scales in general and the use of sum-score deprivation indices in particular. Although we favour the IRM approach over the sum-score one in principle, we find in an illustrative analysis of basic lifestyle deprivation in Britain in the mid-1990s that both approaches provide very similar pictures of households’ circumstances. We conclude with further discussion of the relative merits of the two approaches and highlight some topics for future research.

Suggested Citation

  • P. Jenkins, Stephen & Cappellari, Lorenzo, 2006. "Summarizing multiple deprivation indicators," ISER Working Paper Series 2006-40, Institute for Social and Economic Research.
  • Handle: RePEc:ese:iserwp:2006-40
    as

    Download full text from publisher

    File URL: https://www.iser.essex.ac.uk/wp-content/uploads/files/working-papers/iser/2006-40.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pasi Moisio, 2004. "A Latent Class Application to the Multidimensional Measurement of Poverty," Quality & Quantity: International Journal of Methodology, Springer, vol. 38(6), pages 703-717, December.
    2. Desai, Meghnad & Shah, Anup, 1988. "An Econometric Approach to the Measurement of Poverty," Oxford Economic Papers, Oxford University Press, vol. 40(3), pages 505-522, September.
    3. Richard Layte & Brian Nolan & Christopher T. Whelan, 1999. "Targeting Poverty: Lessons From Monitoring Ireland's National Anti-Poverty Strategy. Published in Journal of Social Policy, Vol 29 No 4," Papers WP117, Economic and Social Research Institute (ESRI).
    4. Nolan, Brian & Whelan, Christopher T., 1996. "Resources, Deprivation, and Poverty," OUP Catalogue, Oxford University Press, number 9780198287858.
    5. Tim Callan & Brian Nolan & Christopher Whelan, 1991. "Resources, Deprivation and the Measurement of Poverty. Published in Journal of Social Policy, 1993, Vol 22 No 2," Papers WP021, Economic and Social Research Institute (ESRI).
    6. Richard Spady, 2006. "Identification and estimation of latent attitudes and their behavioral implications," CeMMAP working papers CWP12/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Susan E. Mayer & Christopher Jencks, 1989. "Poverty and the Distribution of Material Hardship," Journal of Human Resources, University of Wisconsin Press, vol. 24(1), pages 88-114.
    8. Anders Skrondal & Sophia Rabe‐Hesketh, 2007. "Latent Variable Modelling: A Survey," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 34(4), pages 712-745, December.
    9. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    Full references (including those not matched with items on IDEAS)

    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. Richard Layte & Brian Nolan & Christopher T. Whelan, 2001. "Reassessing Income and Deprivation Approaches to the Measurement of Poverty in the Republic of Ireland," The Economic and Social Review, Economic and Social Studies, vol. 32(3), pages 239-261.
    2. Jesus Perez-Mayo, 2005. "Identifying deprivation profiles in Spain: a new approach," Applied Economics, Taylor & Francis Journals, vol. 37(8), pages 943-955.
    3. Christopher T. Whelan, 2007. "Understanding the Implications of Choice of Deprivation Index for Measuring Consistent Poverty in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 38(2), pages 211-234.
    4. Andrea Brandolini, 2008. "On applying synthetic indices of multidimensional well-being: health and income inequalities in selected EU countries," Temi di discussione (Economic working papers) 668, Bank of Italy, Economic Research and International Relations Area.
    5. Luis Ayala & Antonio Jurado & Jesús Pérez‐Mayo, 2011. "Income Poverty And Multidimensional Deprivation: Lessons From Cross‐Regional Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(1), pages 40-60, March.
    6. Maria Emma Santos, 2014. "Measuring Multidimensional Poverty in Latin America: Previous Experience and the Way Forward," OPHI Working Papers 66, Queen Elizabeth House, University of Oxford.
    7. PEREZ MAYO Jésus, 2003. "Measuring deprivation in Spain," IRISS Working Paper Series 2003-09, IRISS at CEPS/INSTEAD.
    8. Gesemia Nelson, 2011. "Measuring Poverty: The Official U.S. Measure and Material Hardship," Poverty & Public Policy, John Wiley & Sons, vol. 3(3), pages 1-35, September.
    9. Andrea Brandolini, 2007. "On Synthetic Indices Of Multidimensional Well-Being: Health And Income Inequalities In France, Germany, Italy And The United Kingdom," CHILD Working Papers wp07_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    10. Lucinda Platt, 2006. "Assessing the impact of illness, caring and ethnicity on social activity," CASE Papers case108, Centre for Analysis of Social Exclusion, LSE.
    11. Richard Layte & Bertrand Maître & Brian Nolan & Christopher T. Whelan, 2000. "Persistent and Consistent Poverty in the 1994 and 1995 Waves of the European Community Household Panel Study. Published in Review of Income and Wealth, 2001, Series 47 No 4, December," Papers WP128, Economic and Social Research Institute (ESRI).
    12. Timo-Kolja Pfoertner & Hans-Juergen Andress & Christian Janssen, 2011. "Income or living standard and health in Germany: different ways of measurement of relative poverty with regard to self-rated health," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 56(4), pages 373-384, August.
    13. 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.
    14. Sara Cantillon & Brian Nolan, 2001. "Poverty Within Households: Measuring Gender Differences Using Nonmonetary Indicators," Feminist Economics, Taylor & Francis Journals, vol. 7(1), pages 5-23.
    15. Christopher T. Whelan & Mario Lucchini & Maurizio Pisati & Maitre, Bertrand, 2009. "Understanding the Socio-Economic Distribution and Consequences of Patterns of Multiple Deprivation: An Application of Self-Organising Maps," Papers WP302, Economic and Social Research Institute (ESRI).
    16. Platt, Lucinda, 2006. "Assessing the impact of illness, caring and ethnicity on social activity," LSE Research Online Documents on Economics 6239, London School of Economics and Political Science, LSE Library.
    17. Héctor Nájera & David Gordon, 2023. "A Monte Carlo Study of Some Empirical Methods to Find the Optimal Poverty Line in Multidimensional Poverty Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 167(1), pages 391-419, June.
    18. Sophie Ponthieux & Marie Cottrell, 2001. "Living conditions: classification of households using the Kohonen algorithm," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00133837, HAL.
    19. Hans-Jürgen Andreß, 2018. "Is material deprivation decreasing in Germany? A trend analysis using PASS data from 2006 to 2013," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-16, December.
    20. Bárcena-Martín, Elena & Blázquez, Maite & Moro-Egido, Ana I., 2020. "The role of income pooling and decision-making responsibilities in material deprivation," Economic Modelling, Elsevier, vol. 87(C), pages 416-428.

    More about this item

    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:ese:iserwp:2006-40. 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: Jonathan Nears (email available below). General contact details of provider: https://edirc.repec.org/data/rcessuk.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.