IDEAS home Printed from https://ideas.repec.org/p/ind/igiwpp/2024-007.html
   My bibliography  Save this paper

Multidimensional index: A Note

Author

Listed:
  • Srijit Mishra

    (Indira Gandhi Institute of Development Research)

Abstract

This paper identifies the problem of information loss in computation of multidimensional index on account of cut-offs between and within dimensions. The former refers to the ?? cutoff across dimensions on account of headcount fetish and the latter points to the restrictions on normalised deprivation score on account of deprivation line as benchmark. One also observes information loss when available data is converted to binary form. An empirical exercise substantiates the points. We suggest that the computation of multidimensional index in deprivation (poverty) and attainment (empowerment) should do away with these information loss by not censoring, by replacing deprivation line with maxima, where appropriate, as benchmark for computing normalised deprivation score, and by not converting available data to binary form.

Suggested Citation

  • Srijit Mishra, 2024. "Multidimensional index: A Note," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2024-007, Indira Gandhi Institute of Development Research, Mumbai, India.
    • Handle: RePEc:ind:igiwpp:2024-007
    as

    Download full text from publisher

    File URL: http://www.igidr.ac.in/pdf/publication/WP-2024-007.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    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. Rao, Nitya, 2017. "Assets, Agency and Legitimacy: Towards a Relational Understanding of Gender Equality Policy and Practice," World Development, Elsevier, vol. 95(C), pages 43-54.
    2. Kinghorn, Philip, 2019. "Using deliberative methods to establish a sufficient state of capability well-being for use in decision-making in the contexts of public health and social care," Social Science & Medicine, Elsevier, vol. 240(C).
    3. Xuming He & Heng Xi & Xianbo Li, 2024. "Multi-Dimensional Decomposition, Measurement, and Governance Mechanism of Relative Poverty in Chinese Households under the Goal of Common Prosperity: Empirical Analysis Based on CFPS2020 Data," Sustainability, MDPI, vol. 16(12), pages 1-25, June.
    4. Francesco Devicienti & Valentina Gualtieri & Mariacristina Rossi, 2014. "The Persistence Of Income Poverty And Lifestyle Deprivation: Evidence From Italy," Bulletin of Economic Research, Wiley Blackwell, vol. 66(3), pages 246-278, July.
    5. Masood Sarwar Awan & Muhammad Amir Aslam, 2011. "Multidimensional Poverty in Pakistan: Case of Punjab Province," Journal of Economics and Behavioral Studies, AMH International, vol. 3(2), pages 133-144.
    6. Winters, P. & Kafle, K. & Benfica, R., 2018. "IFAD RESEARCH SERIES 21 - Does relative deprivation induce migration? Evidence from sub-Saharan Africa," IFAD Research Series 280070, International Fund for Agricultural Development (IFAD).
    7. 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.
    8. Fattore Marco & Maggino Filomena & Arcagni Alberto, 2015. "Exploiting Ordinal Data for Subjective Well-Being Evaluation," Statistics in Transition New Series, Polish Statistical Association, vol. 16(3), pages 409-428, September.
    9. Melissa SIEGEL & Jennifer WAIDLER, 2012. "Migration and multi-dimensional poverty in Moldovan communities," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 3, pages 105-119, December.
    10. Shinice Jackson & Derek Yu, 2023. "Re-examining the Multidimensional Poverty Index of South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 166(1), pages 1-25, February.
    11. Juliana Yael Milovich, 2018. "Does Aid Reduce Poverty?," OPHI Working Papers ophiwp122.pdf, Queen Elizabeth House, University of Oxford.
    12. Koen Decancq, 2020. "Measuring cumulative deprivation and affluence based on the diagonal dependence diagram," METRON, Springer;Sapienza Università di Roma, vol. 78(2), pages 103-117, August.
    13. Emiel L. Eijdenberg & Kathrin Borner, 2017. "The Performance Of Subsistence Entrepreneurs In Tanzania’S Informal Economy," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-22, March.
    14. Andrew E. Clark & Conchita D'Ambrosio, 2018. "Economic inequality and subjective well-being across the world," WIDER Working Paper Series wp-2018-170, World Institute for Development Economic Research (UNU-WIDER).
    15. Marlous Milliano & Ilze Plavgo, 2018. "Analysing Multidimensional Child Poverty in Sub-Saharan Africa: Findings Using an International Comparative Approach," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(3), pages 805-833, June.
    16. Heindl, Peter & Schuessler, Rudolf, 2015. "Dynamic properties of energy affordability measures," Energy Policy, Elsevier, vol. 86(C), pages 123-132.
    17. Merz, Joachim & Rathjen, Tim, 2011. "Intensity of Time and Income Interdependent Multidimensional Poverty: Well-Being and Minimum 2DGAP – German Evidence," IZA Discussion Papers 6022, Institute of Labor Economics (IZA).
    18. Channing Arndt & Azhar M. Hussain & Vincenzo Salvucci & Finn Tarp & Lars Peter Østerdal, 2016. "Poverty Mapping Based on First‐Order Dominance with an Example from Mozambique," Journal of International Development, John Wiley & Sons, Ltd., vol. 28(1), pages 3-21, January.
    19. Abre-Rehmat Qurat-ul-Ann & Faisal Mehmood Mirza, 2021. "Multidimensional Energy Poverty in Pakistan: Empirical Evidence from Household Level Micro Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 211-258, May.
    20. Angela C. Lyons & Josephine Kass‐Hanna & Alejandro Montoya Castano, 2023. "A multidimensional approach to measuring vulnerability to poverty among refugee populations," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 2014-2045, October.

    More about this item

    Keywords

    Attainment; Censoring; Deprivation; Headcount fetish; Information loss; Multidimensional index;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • H89 - Public Economics - - Miscellaneous Issues - - - Other
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification
    • Z18 - Other Special Topics - - Cultural Economics - - - Public Policy

    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:ind:igiwpp:2024-007. 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: Shamprasad M. Pujar (email available below). General contact details of provider: https://edirc.repec.org/data/igidrin.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.