IDEAS home Printed from https://ideas.repec.org/p/irs/iriswp/2006-02.html
   My bibliography  Save this paper

Rasch Model and Multidimensional Poverty Measurement

Author

Listed:
  • DICKES Paul
  • FUSCO Alessio

Abstract

The topic of the multidimensionality of poverty is currently at the heart of many theoretical, empirical and institutional debates in the European Union. Despite this increasing interest, there seems to be no consensus on how to define and measure multidimensional poverty. Two aspects may be considered in measuring poverty: the number of dimensions and the nature of the underlying continuum. The question of the dimensionality of poverty, one versus many dimensions, has to be resolved in applying specific multidimensional methods, like factor analysis, where the one-dimensional solution is a special case of the multidimensional procedure. The question of the nature of the continuum concerns the relationship between the items in each dimension. Two kinds of relationship are considered here: homogeneous and hierarchical. In this paper, the interest of the Rasch model for verifying the hierarchical and cumulative nature of the relationship between the items is underlined. After presenting the main characteristics of the model, and its adjustment for testing poverty, an application confirming the multidimensional nature of poverty is performed on a Luxemburgish dataset (PSELL-3).

Suggested Citation

  • DICKES Paul & FUSCO Alessio, 2006. "Rasch Model and Multidimensional Poverty Measurement," IRISS Working Paper Series 2006-02, IRISS at CEPS/INSTEAD.
  • Handle: RePEc:irs:iriswp:2006-02
    as

    Download full text from publisher

    File URL: https://liser.elsevierpure.com/en/publications/rasch-model-and-multidimensional-poverty-measurement
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Vincent Hildebrand & Philippe Kerm, 2009. "Income inequality and self-rated health status: Evidence from the european community household panel," Demography, Springer;Population Association of America (PAA), vol. 46(4), pages 805-825, November.
    2. VERBELEN Bart, 2006. "Is Taking a Pill a Day Good for Health Expenditures? Evidence from a Cross Section Time Series Analysis of 19 OECD Countries from 1970 – 2000," IRISS Working Paper Series 2006-01, IRISS at CEPS/INSTEAD.
    3. PEREZ MAYO Jésus, 2004. "Consistent poverty dynamics in Spain," IRISS Working Paper Series 2004-09, IRISS at CEPS/INSTEAD.
    4. WARREN Tracey, 2004. "Operationalising breadwinning work: gender and work in 21st century Europe," IRISS Working Paper Series 2004-08, IRISS at CEPS/INSTEAD.
    5. KWIATKOWSKA CIOTUCHA Dorota & ZALUSKA Urszula, 2005. "Job Satisfaction as an Assessment Criterion of Labor Market Policy Efficiency. Lesson for Poland from International Experience," IRISS Working Paper Series 2005-04, IRISS at CEPS/INSTEAD.
    6. HEFFERNAN Catherine, 2005. "Gender, Cohabitation and Martial Dissolution: Are changes in Irish family composition typical of European countries?," IRISS Working Paper Series 2005-03, IRISS at CEPS/INSTEAD.
    7. VOYNOV Ivan, 2005. "Household Income Composition and Household Goods," IRISS Working Paper Series 2005-02, IRISS at CEPS/INSTEAD.
    8. VAN KERM Philippe & YU Keming & ZHANG Jin, 2004. "Bayesian quantile regression: An application to the wage distribution in 1990s Britain," IRISS Working Paper Series 2004-10, IRISS at CEPS/INSTEAD.
    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. Zenghui Huo & Mei Zhang, 2023. "Multidimensional Deprivation and Subgroup Heterogeneity of Rural Households in China: Empirical Evidence from Latent Variable Estimation Methods," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(3), pages 975-997, February.
    2. Joseph Deutsch & Anne-Catherine Guio & Marco Pomati & Jacques Silber, 2015. "Material Deprivation in Europe: Which Expenditures are Curtailed First?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(3), pages 723-740, February.
    3. RAILEANU SZELES Monica & FUSCO Alessio, 2009. "Item response theory and the measurement of deprivation: Evidence from PSELL-3," IRISS Working Paper Series 2009-05, IRISS at CEPS/INSTEAD.
    4. Gaetano Grilli & Antonella D’Agostino & Antoanneta Potsi, 2018. "Social Participation and Safety Deprivation of Children in Italy: PIIGS Countries in Perspective," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(1), pages 159-184, February.
    5. Anne-Catherine Guio & David Gordon & Eric Marlier & Hector Najera & Marco Pomati, 2018. "Towards an EU measure of child deprivation," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(3), pages 835-860, June.
    6. FAYE Ousmane & BASCHIERI Angela & FALKINGHAM Jane & MUINDI Kanyiva, 2010. "Hunger and Food Insecurity in Nairobi's Slums: An assessment using IRT models'," LISER Working Paper Series 2010-33, Luxembourg Institute of Socio-Economic Research (LISER).
    7. STRAPCOVA Katarina & VOICU Bogdan & VOICU Malina, 2006. "Housework and gender inequality across Europe," IRISS Working Paper Series 2006-11, IRISS at CEPS/INSTEAD.
    8. Raffaele Lagravinese & Paolo Liberati & Giuliano Resce, 2020. "Measuring Health Inequality in US: A Composite Index Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(3), pages 921-946, February.
    9. KASRI, RAHMATINA & Ahmed, Habib, 2015. "Assessing Socio-Economic Development based on Maqāṣid al-Sharīʿah Principles: Normative Frameworks, Methods and Implementation in Indonesia," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 23, pages 73-100.
    10. Carla Machado & Carlos Daniel Paulino & Francisco Nunes, 2009. "Deprivation analysis based on Bayesian latent class models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(8), pages 871-891.
    11. Fusco, Alessio, 2015. "The relationship between income and housing deprivation: A longitudinal analysis," Economic Modelling, Elsevier, vol. 49(C), pages 137-143.
    12. Maria Cracolici & Francesca Giambona & Miranda Cuffaro, 2014. "Family Structure and Subjective Economic Well-Being: Some New Evidence," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(1), pages 433-456, August.
    13. Monica Szeles & Alessio Fusco, 2013. "Item response theory and the measurement of deprivation: evidence from Luxembourg data," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(3), pages 1545-1560, April.
    14. VAN KERM Philippe, 2006. "Comparisons of income mobility profiles," IRISS Working Paper Series 2006-03, IRISS at CEPS/INSTEAD.
    15. Michela Gnaldi & Simone Del Sarto, 2018. "Variable Weighting via Multidimensional IRT Models in Composite Indicators Construction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(3), pages 1139-1156, April.
    16. TANOVA Cem, 2006. "Using Job Embeddedness Factors to Explain Voluntary Turnover in Five European Countries," IRISS Working Paper Series 2006-04, IRISS at CEPS/INSTEAD.
    17. Nick Bailey, 2020. "Measuring Poverty Efficiently Using Adaptive Deprivation Scales," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 891-910, June.
    18. Shatakshee Dhongde & Yi Li & Prasanta K. Pattanaik & Yongsheng Xu, 2016. "Binary data, hierarchy of attributes, and multidimensional deprivation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(4), pages 363-378, December.
    19. Deutsch, Joseph & Silber, Jacques & Wan, Guanghua & Zhao, Mengxue, 2020. "Asset indexes and the measurement of poverty, inequality and welfare in Southeast Asia," Journal of Asian Economics, Elsevier, vol. 70(C).
    20. SIROVATKA Tomas & VALENTOVA Marie, 2006. "The Legitimacy of Redistribution: the Czech Republic in International Comparison," IRISS Working Paper Series 2006-12, IRISS at CEPS/INSTEAD.
    21. Tanveer Ahmed Naveed & David Gordon & Sami Ullah & Mary Zhang, 2021. "The Construction of an Asset Index at Household Level and Measurement of Economic Disparities in Punjab (Pakistan) by using MICS-Micro Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 73-95, May.

    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. Van Kerm, Philippe, 2006. "Comparisons of income mobility profiles," ISER Working Paper Series 2006-36, Institute for Social and Economic Research.
    2. STRAPCOVA Katarina & VOICU Bogdan & VOICU Malina, 2006. "Housework and gender inequality across Europe," IRISS Working Paper Series 2006-11, IRISS at CEPS/INSTEAD.
    3. SIROVATKA Tomas & VALENTOVA Marie, 2006. "The Legitimacy of Redistribution: the Czech Republic in International Comparison," IRISS Working Paper Series 2006-12, IRISS at CEPS/INSTEAD.
    4. TANOVA Cem, 2006. "Using Job Embeddedness Factors to Explain Voluntary Turnover in Five European Countries," IRISS Working Paper Series 2006-04, IRISS at CEPS/INSTEAD.
    5. Kumar, Kaushalendra & Shukla, Ankita & Singh, Abhishek & Ram, Faujdar & Kowal, Paul, 2016. "Association between wealth and health among older adults in rural China and India," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 43-52.
    6. Manzoor Hussain Memon, 2023. "Poverty, Gap and Severity Estimates for Disaster Prone Rural Areas of Pakistan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(3), pages 645-663, April.
    7. Romina Gambacorta & Maria Iannario, 2013. "Measuring Job Satisfaction with CUB Models," LABOUR, CEIS, vol. 27(2), pages 198-224, June.
    8. Stefan Stremersch & Vardit Landsman & Sriram Venkataraman, 2013. "The Relationship Between DTCA, Drug Requests, and Prescriptions: Uncovering Variation in Specialty and Space," Marketing Science, INFORMS, vol. 32(1), pages 89-110, June.
    9. Valerii Baidin & Christopher J. Gerry & Maria Kaneva, 2021. "How Self-Rated is Self-Rated Health? Exploring the Role of Individual and Institutional Factors in Reporting Heterogeneity in Russia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 675-696, June.
    10. Gaetano Grilli & Antonella D’Agostino & Antoanneta Potsi, 2018. "Social Participation and Safety Deprivation of Children in Italy: PIIGS Countries in Perspective," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(1), pages 159-184, February.
    11. Chatterji, Monojit & Mumford, Karen A., 2007. "The Public-Private Sector Wage Differential for Full-Time Male Employees in Britain: A Preliminary Analysis," IZA Discussion Papers 2781, Institute of Labor Economics (IZA).
    12. Petri Böckerman, 2013. "Top Income Shares and Mortality: Evidence from Advanced Countries," Journal of Income Distribution, Ad libros publications inc., vol. 22(1), pages 57-69, March.
    13. Monojit Chatterji & Karen Mumford, 2007. "Flying High and Laying Low in the Public and Private Sectors: A Comparison of Pay Differentials for Full-Time Male Employees in Britain," Dundee Discussion Papers in Economics 209, Economic Studies, University of Dundee.
    14. Yusuf Çelik & Mahmud Khan & Neşet Hikmet, 2017. "Achieving value for money in health: a comparative analysis of OECD countries and regional countries," International Journal of Health Planning and Management, Wiley Blackwell, vol. 32(4), pages 279-298, October.
    15. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    16. Christopher T. Whelan & Brian Nolan & Bertrand Maitre, 2006. "Measuring Consistent Poverty in Ireland with EU SILC Data," Papers WP165, Economic and Social Research Institute (ESRI).
    17. Van Ourti, Tom & van Doorslaer, Eddy & Koolman, Xander, 2009. "The effect of income growth and inequality on health inequality: Theory and empirical evidence from the European Panel," Journal of Health Economics, Elsevier, vol. 28(3), pages 525-539, May.
    18. Cristina Blanco-Perez, 2012. "Rethinking the Relative Income Hypothesis," SOEPpapers on Multidisciplinary Panel Data Research 501, DIW Berlin, The German Socio-Economic Panel (SOEP).
    19. Joseph Deutsch & Anne-Catherine Guio & Marco Pomati & Jacques Silber, 2015. "Material Deprivation in Europe: Which Expenditures are Curtailed First?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(3), pages 723-740, February.
    20. Amélie Adeline & Eric Delattre, 2017. "Some microeconometric evidence on the relationship between health and income," Health Economics Review, Springer, vol. 7(1), pages 1-18, December.

    More about this item

    Keywords

    multidimensional poverty; Rasch model; accumulation of disadvantages;
    All these keywords.

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

    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:iriswp:2006-02. 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: Philippe Van Kerm (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.