IDEAS home Printed from https://ideas.repec.org/a/pal/develp/v64y2021i1d10.1057_s41301-021-00284-2.html
   My bibliography  Save this article

Dimensioning Data Marginalization: Social Indicators Monitoring

Author

Listed:
  • Mamello Thinyane

    (United Nations University Institute in Macau)

  • Debora Irene Christine

    (United Nations University Institute in Macau)

Abstract

To give visibility to marginalized individuals and population groups, we need to unpack the diversity and dimensions of marginalization and exclusion in indicators monitoring. This article provides a framework of ‘marginalized voices’ which examines the varied characteristics and commonalities of the marginalized and excluded population groups and highlights the dimensions of marginalization across the spectrum of development activities and data valorization. The framework provides a basis for future mitigation strategies against the numerous and various forms of marginalization and exclusion.

Suggested Citation

  • Mamello Thinyane & Debora Irene Christine, 2021. "Dimensioning Data Marginalization: Social Indicators Monitoring," Development, Palgrave Macmillan;Society for International Deveopment, vol. 64(1), pages 119-128, June.
    • Handle: RePEc:pal:develp:v:64:y:2021:i:1:d:10.1057_s41301-021-00284-2
    DOI: 10.1057/s41301-021-00284-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41301-021-00284-2
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1057/s41301-021-00284-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Innes, Judith Eleanor, 1989. "Disappointments and Legacies of Social Indicators," Journal of Public Policy, Cambridge University Press, vol. 9(4), pages 429-432, October.
    2. Andrew Crabtree, 2013. "Questioning Psychosocial Resilience After Flooding and the Consequences for Disaster Risk Reduction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(2), pages 711-728, September.
    3. Carla Canelas & Rachel M. Gisselquist, 2019. "Horizontal Inequality and Data Challenges," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 157-172, May.
    4. Katherine E. Laycock & Wayne Caldwell, 2018. "Exploring Community Cohesion in Rural Canada Post-Extreme Weather: Planning Ahead for Unknown Stresses," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(1), pages 77-97, August.
    5. Ryan Burns, 2018. "Datafying Disaster: Institutional Framings of Data Production Following Superstorm Sandy," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 108(2), pages 569-578, March.
    6. Carla Canelas & Rachel M. Gisselquist, 2018. "Horizontal inequality and data challenges," WIDER Working Paper Series 55, World Institute for Development Economic Research (UNU-WIDER).
    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. Katie M. Jajtner & Sophie Mitra & Christine Fountain & Austin Nichols, 2020. "Rising Income Inequality Through a Disability Lens: Trends in the United States 1981–2018," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 81-114, August.
    2. Olivier E. Malay, 2021. "How to Articulate Beyond GDP and Businesses’ Social and Environmental Indicators?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 1-25, May.
    3. M. Rezaul Islam, 2018. "Climate Change, Natural Disasters and Socioeconomic Livelihood Vulnerabilities: Migration Decision Among the Char Land People in Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(2), pages 575-593, April.
    4. Muhammad Qahraman Kakar, 2021. "Ethnic Disparities, Women Education and Empowerment in South Asia," Erudite Ph.D Dissertations, Erudite, number ph21-01 edited by Manon Domingues Dos Santos, December.
    5. Sang-Hoon Ahn & Young Choi & Young-Mi Kim, 2012. "Static Numbers to Dynamic Statistics: Designing a Policy-Friendly Social Policy Indicator Framework," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(3), pages 387-400, September.
    6. Olivier Malay, 2017. "Beyond GDP indicators: A tension between powerful stakeholders and transformative potential?," LIDAM Discussion Papers IRES 2017018, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    7. Olivier E. Malay, 2020. "How to articulate beyond GDP and businesses’ social and environmental indicators?," LIDAM Discussion Papers IRES 2020014, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    8. Patricia Funjika & Rachel M. Gisselquist, 2020. "Social mobility and inequality between groups," WIDER Working Paper Series wp-2020-12, World Institute for Development Economic Research (UNU-WIDER).
    9. Francisia S. S. E. Seda & Kevin Nobel Kurniawan & Yosef Hilarius Timu Pera, 2023. "Social Inclusion Challenges and the Future of Relational Wellbeing: The Case of Indonesia and South-Korea," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(1), pages 309-332, January.
    10. Katie Hayes & Blake Poland, 2018. "Addressing Mental Health in a Changing Climate: Incorporating Mental Health Indicators into Climate Change and Health Vulnerability and Adaptation Assessments," IJERPH, MDPI, vol. 15(9), pages 1-19, August.
    11. Josip Marić & Carlos Galera-Zarco & Marco Opazo-Basáez, 2022. "The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review," Annals of Operations Research, Springer, vol. 319(1), pages 1003-1044, December.
    12. Melanie Davern & Rachel Winterton & Kathleen Brasher & Geoff Woolcock, 2020. "How Can the Lived Environment Support Healthy Ageing? A Spatial Indicators Framework for the Assessment of Age-Friendly Communities," IJERPH, MDPI, vol. 17(20), pages 1-20, October.
    13. Carla Canelas & Rachel M. Gisselquist, 2018. "Horizontal inequality as a dependent variable," WIDER Working Paper Series wp-2018-70, World Institute for Development Economic Research (UNU-WIDER).
    14. Kristof Van Assche & Martijn Duineveld & Monica Gruezmacher & Raoul Beunen, 2021. "Steering as Path Creation: Leadership and the Art of Managing Dependencies and Reality Effects," Politics and Governance, Cogitatio Press, vol. 9(2), pages 369-380.
    15. Malay, Olivier E., 2019. "Do Beyond GDP indicators initiated by powerful stakeholders have a transformative potential?," Ecological Economics, Elsevier, vol. 162(C), pages 100-107.
    16. Clifford Afoakwah & Xin Deng & Ilke Onur, 2023. "Reforms and education inequality in Ghana," Review of Development Economics, Wiley Blackwell, vol. 27(2), pages 853-878, May.

    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:pal:develp:v:64:y:2021:i:1:d:10.1057_s41301-021-00284-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.