Graphical Statistical Methods for the Representation of the Human Development Index and its Components
AbstractIn this paper we introduce five graphical statistical methods to compare countries level of development relative to other countries and across time. For this, we use seven panels of data on the Human Development Index and its components, containing information on more than 100 countries for more than 35 years. We create visual comparisons of the level of development of countries relative to each other, and across time, through five different visualization techniques: (i) Rankings (ii) Values (iii) Distributions (iv) visual metaphors (The Development Tree), and (v) networks, by introducing the concepts of Partial Ordering Networks (PON) and Development Reference Groups (DRG). The graphical exploration of both, values and distributions, show a saturation of both the education and life dimensions of the HDI, suggesting a need to extend the definitions of this components to include either more subcomponents, or completely new measures that could help differentiate between countries facing different development challenges. The Development Tree and the Partial Ordering Network, on the other hand, are used to create graphical narratives of countries and regions. The simplicity of the Development Tree makes it an ideal graphical metaphor for branding the HDI in a multilingual setting, whereas Partial Ordering Networks provide a more organic way to group countries according to their levels of development and connect countries to those with similar development challenges. We conclude by arguing that graphical statistical methods could be used to help communicate complex data and concepts through universal cognitive channels that are heretofore underused in the development literature.
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Bibliographic InfoPaper provided by Human Development Report Office (HDRO), United Nations Development Programme (UNDP) in its series Human Development Research Papers (2009 to present) with number HDRP-2010-39.
Length: 74 pages
Date of creation: Sep 2010
Date of revision:
Publication status: Published as background research for the 2010 Human Development Report.
Human Development Index; Visualization; The Development Tree; Partial Ordering;
Find related papers by JEL classification:
- O15 - Economic Development, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
- B4 - Schools of Economic Thought and Methodology - - Economic Methodology
- C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data
- O11 - Economic Development, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
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- Hartmann, Dominik & Pyka, Andreas, 2013. "Innovation, economic diversification and human development," FZID Discussion Papers 65-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
- David Mayer-Foulkes, 2011. "A Causal Panorama of Cross-Country Human Development," DEGIT Conference Papers c016_049, DEGIT, Dynamics, Economic Growth, and International Trade.
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