Research Article Open Access

Modified Human Development Index using Data Envelopment Analysis Approach 

Yasmine Refai Salama1, Ramadan Hamed1 and Mahmoud Rashwan1
  • 1 Department of Statistics, Faculty of Economics and Political Science, Cairo University, Egypt

Abstract

Composite Indicator is considered themathematical aggregation which has wide usage for monitoring performances,conducting benchmarks, analyzing policies, and communicating publicly. HumanDevelopment Index (HDI) is the most popular index which measures humandevelopment through average achievement in its main dimensions: Health status,education status, and living standard but it is faced with several critiques,positive and negative. Moreover, HDI was tested to have a positive andsignificant correlation with natural resource abundance. Therefore, based onMathematical Programming approaches, previously tested for Composite Indicators’development, this research proposes a new calculated HDI using a DataEnvelopment Analysis approach based on the Goal Programming model; includingmissing values’ estimation. This new proposed HDI was validated throughSensitivity Analysis of Normalization and Weighting methods; in addition toWilcoxon Signed Rank Test. The first test shows a positive high correlationbetween the proposed HDIs and the United Nations HDI. Those tests ensure thatHDI rankings are highly correlated and that they are unchanged given thedifferent normalization and weighting techniques. Moreover, they reflect thatthe paired sample mean is not the same. This highlights the advantageousproperty of the proposed HDI; preserving both the advantages of GoalProgramming and Data Envelopment Analysis approaches, in addition to others.

Journal of Mathematics and Statistics
Volume 18 No. 1, 2022, 115-133

DOI: https://doi.org/10.3844/jmssp.2022.115.133

Submitted On: 31 March 2022 Published On: 26 September 2022

How to Cite: Salama, Y. R., Hamed, R. & Rashwan, M. (2022). Modified Human Development Index using Data Envelopment Analysis Approach . Journal of Mathematics and Statistics, 18(1), 115-133. https://doi.org/10.3844/jmssp.2022.115.133

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Keywords

  • Composite Indicator (CI)
  • Human Development Index (HDI)
  • Goal Programming (GP)
  • Data Envelopment Analysis (DEA)
  • Missing Values