Evaluation of the Human Development Index (HDI) Using the Methods of Sample Theory

Antonijević, Marija and Ivanović, Đina (2021) Evaluation of the Human Development Index (HDI) Using the Methods of Sample Theory. International Journal of Economic Practice and Policy, 18 (1). pp. 14-32. ISSN 2812-7315

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Abstract

This paper aims to determine which of the two sample plans, i.e., a simple
random sample without replacement, or a stratified sample, gives a more accurate
estimate of the feature's mean. The feature that was the subject of this research is the
human development index in 2018. The analysis included 189 countries globally,
classified into specific categories according to the United Nations development
classification. The research results showed that a more accurate estimate of the mean of
the human development index was obtained by applying a stratified sampling since the
mean of the human development index is close to the population mean. Also, the
variance of the sample mean is lower than the value obtained by applying a simple
random sampling without replacement. Therefore, it was justified to approach
stratification, which indicates that in the case of conducting research, the use of a
stratified sampling should be considered since it provides a more precise estimate of the
mean.

Item Type:	Article
Additional Information:	COBISS.ID=55267593
Uncontrolled Keywords:	simple random sampling without replacement, stratified sampling, human development index, sample theory
Research Department:	Digital Economics
Depositing User:	Jelena Banovic
Date Deposited:	30 Dec 2021 10:00
Last Modified:	30 Dec 2021 10:00
URI:	http://35.240.28.64/id/eprint/1678
Author Links:	[error in script] No links available.

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