IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/6087.html
   My bibliography  Save this paper

A multiple correspondence analysis approach to the measurement of multidimensional poverty in Morocco, 2001-2007

Author

Listed:
  • Ezzrar, Abdeljaouad
  • Verme , Paolo

Abstract

The measurement of multidimensional poverty has been advocated by most welfare scholars and is experiencing a growth in interest, partly explained by controversial debates that have emerged across academics and practitioners. This paper follows one of the least explored approaches -- Multiple Correspondence Analysis -- to assess multidimensional poverty in Morocco between 2001 and 2007. Multiple Correspondence Analysis provides two major advantages for the measurement of multidimensional poverty: it generates a matrix of"weights"based on the variance-covariance matrix of all welfare dimensions selected and provides a natural approach for constructing a composite welfare indicator that satisfies essential poverty ordering axioms. The application shows that poverty in Morocco has declined according to both monetary and multidimensional indicators and that these findings are robust to stochastic dominance tests. The paper concludes that the sustained positive growth that Morocco experienced during the last decade has translated in improvements in living conditions well beyond monetary returns.

Suggested Citation

  • Ezzrar, Abdeljaouad & Verme , Paolo, 2012. "A multiple correspondence analysis approach to the measurement of multidimensional poverty in Morocco, 2001-2007," Policy Research Working Paper Series 6087, The World Bank.
  • Handle: RePEc:wbk:wbrwps:6087
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2012/06/12/000158349_20120612163924/Rendered/PDF/WPS6087.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Martin Ravallion, 2011. "On multidimensional indices of poverty," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 235-248, June.
    2. 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.
    3. Louis-Marie Asselin, 2009. "Analysis of Multidimensional Poverty," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, edition 1, number 978-1-4419-0843-8, July.
    4. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    5. Louis-Marie Asselin, 2009. "Multidimensional Poverty and Inequality Analysis," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Analysis of Multidimensional Poverty, edition 1, chapter 0, pages 53-71, Springer.
    6. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    7. 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.
    8. Serge-Christophe Kolm, 1977. "Multidimensional Egalitarianisms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 1-13.
    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. Syrovátka, Miroslav & Schlossarek, Martin, 2019. "Measuring development with inequality: How (should) aggregate indicators of development account for inequality?," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    2. Garbero, Alessandra & Songsermsawas, Tisorn, 2017. "How Much have Agricultural Projects Contributed to Economic Mobility and Food Security in China?," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258097, Agricultural and Applied Economics Association.
    3. Agbodji, Akoete Ega & Batana, Yele Maweki & Ouedraogo, Denis, 2013. "Gender inequality in multidimensional welfare deprivation in west Africa : the case of Burkina Faso and Togo," Policy Research Working Paper Series 6522, The World Bank.
    4. Oehmke, James F. & Young, Sera L. & Heinemann, Allen W. & Rukuni, Mandivamba & Lyambabaje, Alexandre & Post, Lori A., 2022. "A novel measure of developing countries' agricultural and food policy readiness," World Development, Elsevier, vol. 158(C).
    5. Chei Bukari & Emm anuel Atta Anaman, 2021. "Corruption and firm innovation: a grease or sand in the wheels of commerce? Evidence from lower-middle and upper-middle income economies," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 267-302, June.
    6. Gbetoton Nadege Djossou & Gilles Quentin Kane & Jacob Novignon, 2017. "Is Growth Pro‐Poor in Benin? Evidence Using a Multidimensional Measure of Poverty," Poverty & Public Policy, John Wiley & Sons, vol. 9(4), pages 426-443, December.
    7. Bąk Iwona & Wawrzyniak Katarzyna, 2020. "The Use of Multidimensional Statistical Analysis Methods in the Burnout Study of Teachers and Lecturers at Universities," Folia Oeconomica Stetinensia, Sciendo, vol. 20(1), pages 45-61, June.
    8. Ameye, Hannah & De Weerdt, Joachim, 2020. "Child health across the rural–urban spectrum," World Development, Elsevier, vol. 130(C).
    9. Abraham Puente De La Vega Caceres & Estela Quispe Ramos & Carlos Samuel Ramos Meza, 2024. "Moderating the Effect of the Multidimensional Poverty Index on the Relationship between Sustainable Governance Indicators and Worldwide Governance Indicators," Sustainability, MDPI, vol. 16(7), pages 1-24, March.
    10. 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.

    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. José Roche, 2013. "Monitoring Progress in Child Poverty Reduction: Methodological Insights and Illustration to the Case Study of Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 363-390, June.
    2. Espinoza-Delgado, José & Silber, Jacques, 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," MPRA Paper 88750, University Library of Munich, Germany.
    3. 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.
    4. Malokele Nanivazo, 2015. "First Order Dominance Analysis: Child Wellbeing in the Democratic Republic of Congo," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(1), pages 235-255, May.
    5. Sung-Geun Kim, 2015. "Fuzzy Multidimensional Poverty Measurement: An Analysis of Statistical Behaviors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(3), pages 635-667, February.
    6. Vivien Kana Zeumo & Blaise Some & Alexis Tsoukiàs, 2011. "A survey on Multidimensional Poverty Measurement: a Decision Aiding Perspective," Working Papers hal-00875525, HAL.
    7. Sabina Alkire & Mauricio Apablaza & Satya R. Chakravarty & Gaston Yalonetzky, 2014. "Measuring Chronic Multidimensional Poverty: A Counting Approach," OPHI Working Papers 75, Queen Elizabeth House, University of Oxford.
    8. Sabina Alkire & Yingfeng Fang, 2019. "Dynamics of Multidimensional Poverty and Uni-dimensional Income Poverty: An Evidence of Stability Analysis from China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 25-64, February.
    9. 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.
    10. M. Azhar Hussain & Nikolaj Siersbæk & Lars Peter Østerdal, 2020. "Multidimensional welfare comparisons of EU member states before, during, and after the financial crisis: a dominance approach," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 55(4), pages 645-686, December.
    11. Wulung Hanandita & Gindo Tampubolon, 2016. "Multidimensional Poverty in Indonesia: Trend Over the Last Decade (2003–2013)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(2), pages 559-587, September.
    12. Koen Decancq & Marc Fleurbaey & François Maniquet, 2019. "Multidimensional poverty measurement with individual preferences," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(1), pages 29-49, March.
    13. 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.
    14. Jane Kabubo-Mariara & Anthony Wambugu & Susan Musau, 2011. "Multidimensional Poverty in Kenya: Analysis of Maternal and Child Wellbeing," Working Papers PMMA 2011-12, PEP-PMMA.
    15. Gallardo, Mauricio, 2022. "Measuring vulnerability to multidimensional poverty with Bayesian network classifiers," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 492-512.
    16. 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.
    17. Diego Battiston & Guillermo Cruces & Luis Lopez-Calva & Maria Lugo & Maria Santos, 2013. "Income and Beyond: Multidimensional Poverty in Six Latin American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 291-314, June.
    18. Udaya Wagle, 2014. "The Counting-Based Measurement of Multidimensional Poverty: The Focus on Economic Resources, Inner Capabilities, and Relational Resources in the United States," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(1), pages 223-240, January.
    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. 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.

    More about this item

    Keywords

    Rural Poverty Reduction; Regional Economic Development; Achieving Shared Growth; Debt Markets;
    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:wbk:wbrwps:6087. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.